value:
Hi HN! I've been building Dayflow, a macOS app that automatically tracks what you're actually working on (not just which apps you have open).
Here's what it does:
- It creates a semantic timeline of your day;
- It does it by understanding the content on your screen (with local or cloud VLMs);
- This allows you to see exactly where your time went without any manual logging.
Traditional time trackers tell you "3 hours in Chrome" which is not very helpful. Dayflow actually understands if you're reading documentation, debugging code, or scrolling HN. Instead of "Chrome: 3 hours", you get "Reviewed PR comments: 45min", "Read HN thread about Rust: 20min", "Debugged auth flow: 1.5hr".
I was an early Rewind user but rarely used the retrieval feature. I built Dayflow because I saw other interesting uses for screen data. I find that it helps me stay on track while working - I check it every few hours and make sure I’m spending my time the way I intended - if I’m not, I try to course correct.
Here’s what you need to know about privacy:
- Run 100% locally using qwen2.5-vl-3b (~4GB model)
- No cloud uploads, no account
- Full source available under MIT license (https://github.com/JerryZLiu/Dayflow)
- Optional: BYO Gemini API key for better quality (stored in Keychain, with free-tier workaround to prevent training on your data)
The tech stack is pretty simple, SwiftUI with a local sqlite DB. Uses native macOS apis for efficient screen captures. Since most people who run LLMs locally already have their tool of choice (Ollama, LLMStudio, etc.), I decided to not embed an LLM into Dayflow.
By far the biggest challenge was adapting from SOTA vision models like Gemini 2.5 Pro to small, local models. My constraints were that it had to take up <4GB of ram and have vision capabilities. I had to do a lot of evals to figure out that Qwen2.5VL-3B was the best balance of size and quality, but there was still a sizable tradeoff in quality that I had to accept. I also got creative with sampling rates and prompt chunking to deal with the 100x smaller context window. Processing a 15 minute segment takes ~32 local LLM calls vs 2 Gemini calls!
Here’s what I’m working on next:
Distillation: Using Gemini's high-quality outputs as training data to teach a local model the patterns it needs, hopefully closing the quality gap.
Custom dashboards where you can track answers to any question like "How long did I spend on HN?" or "Hours until my first deep work session of the day
I'd love to hear your thoughts, especially if you've struggled with productivity tracking or have ideas for what you'd want from a tool like this.

value: Show HN: Dayflow – A git log for your day


value: Harshitjain

value: Show HN: CLI for doing competitive analysis (open source)

author: Harshitjain


value: onassar

value: Show HN: UI library for Typesense Search (MIT licensed)

author: onassar


value:
Hi HN,
I have been making side projects since I was 14, and my team mate (this is his very first side project! Congrats!) designed and implemented the UI. Over time, people kept asking me how they could start coding and turn ideas into reality.
So we had an idea. Coding is changing. With AI, the bottleneck is no longer writing every line by hand but knowing how to prompt effectively to reach a working outcome. Our objective is not to make people code better, or even learn to be a proficient software engineer, but just to keep it simple and start building. We want to remove fear and barriers so there are more builders.
That's why we developed https://100vibecoding.com, a platform with 100 vibe coding challenges that you can solve in natural language to get better at prompting.
- We created our own simplified vibe coding editor with 4 tabs: Preview, the actual code (That can be explained with comments using a button), a diff tab where version control is introduced and a console tab to see any errors if needed.
- We simulate outcomes using iframes.
- For now, we’ve focused on single HTML file outcomes. This constraint makes it easier to grasp prompting and helps new users get used to “vibe coding” quickly.
- We built a similarity-score endpoint using AI to compare the output of a challenge with the reference solution. Importantly, we only care about outcome similarity (not identical code), which allows flexibility in how users solve challenges.
- We also released a free open-source template (MIT licensed, free for commercial use) so people can kickstart projects right away.
Our take: Anyone can build a side project if the path is simple and the tools are right.
We’re not optimizing for production best practices. We’re focusing on rapid prototyping, removing barriers, and helping people actually ship something real.
We’d love your feedback! What would you add to make starting to build side projects less intimidating?

value: Show HN: 100 Vibe Coding – From zero to your first project in 100 challenges


value:
I’ve been working with MCP servers recently and got tired of writing configuration snippets for each client by hand.
To make this easier, I built a small open-source tool https://mcp-config-generator.koladev.xyz/
It generates ready-to-use MCP configs you can drop into your README or documentation.
Supported clients:
- Remote servers: Cursor, Claude Desktop, VS Code, Continue, AnythingLLM, Qodo Gen, Kiro, Opencode, Gemini CLI
- npm packages: Same list as above
- Local scripts: Cursor + Claude Desktop
It’s a simple idea, but I found it saving time. Feedback and suggestions are welcome.
GitHub link: https://github.com/koladev32/mcp-config-generator

value: Show HN: I built a tool to generate MCP configurations for your servers


value: eprom

value:
Hey HN,
Endless Adventure is a DOS-style text adventure game that lets you explore any story you can imagine. It should feel like it came from an alternate universe where we developed LLMs in the 80s. No login needed so you should just stop reading this and go play with it yourself!
I’ve poured a lot of love into both the UI and the storytelling engine that powers it. Everything looks simple, but behind the scenes there is a lot of work to keep context, move the story forward, and maintain state for things that are never explicitly exposed (e.g. inventory, karma, quests, NPCs, etc).
I personally built everything except for the theme song which was composed and recorded on a C64 by Beatscribe (https://beatscribe.itch.io)
You don’t need an account to play, but signing up will let you continue your adventures on other devices.
Let me know what you think and the types of adventures you explore!

value: Show HN: Endless Adventure – A retro text adventure where you can do anything

author: eprom


value: maldinii

value: Show HN: Masteriyo 2.0 – A Free WordPress LMS That's Lightweight

author: maldinii


value: eruci

value: My younger son Aleks started grade 1 this September. He is quite fond of learning how to read - yet he find a lot of early reader's books a bit boring and bland. So, me and Aleks teamed up to write our own intro to reading books - and this is the first result

value: Show HN: Ding Dong Bell's Song

author: eruci

title: Show HN: Ding Dong Bell's Song


value: eezZ

value:
I’ve been tinkering on a small side project: a web dashboard that lets you plug a board into your laptop and
  get an instant serial monitor + real-time plots. No IDE, no driver hunt—just Chrome/Edge and a USB cable.

  - Built mainly for people who occasionally need to check an Arduino/Teensy/Rpi etc. (engineers outside firmware teams,
  workshop hosts, makers on the go).

  - Shows serial logs, lets you send quick commands, plots any numeric streams automatically, and even flashes a
  precompiled firmware without leaving the page.

  - Currently very beta: battle-tested only on a Teensy 4.0 so far. It should work with Arduino UNO and friends,
  but I haven’t had the chance to test every combination yet—expect rough edges.

  - The plan is to expand compatibility (ESP32/ESP8266, more upload backends) and maybe one day offer browser-
  based compilation/upload for non-specialists.

  If you don’t have a board handy yet, click “Run Demo” for a full tour of the serial monitor and plotter :)

  If that sounds useful—or you just want to smash it until it breaks—try it here:
  https://nodeloop.org/projects/my-board-dashboard/

  Feedback and bug reports are more than welcome!

value: Show HN: My Board Dashboard – MCU Boards from the Browser

author: eezZ


value: vigneshnu

value:
Hi HN — I built Focus Streak, a lightweight habit tracker for Android focused on streak-based motivation and privacy-first design.
Key points:
- Streak-based motivation + calendar view and stats
- Custom habits, multiple reminders, and offline-first (no account required)
- Minimal UI designed to reduce friction and help users actually keep daily routines
- Built with React Native + Expo; recently published to Google Play
I’d love feedback on:
- UX: what frustrates you on habit apps today?
- Growth/ASO: best tactics we should try next?
- Any crash/bug reports (device model + android version helps)
Play Store: https://play.google.com/store/apps/details?id=com.focusstrea...
Thanks — I’ll be around to reply to comments and answer technical questions.

value: Show HN: Focus Streak – simple, privacy-first streak habit tracker (Android)

author: vigneshnu


value: Focusing on accessibility, longevity, performance, and simplicity

value: Show HN: A UI Library for the Web

title: Show HN: A UI Library for the Web


value: rh-app-dev

value:
I’ve been working on a tool to address one of the biggest problems I see with digital content: the inability to prove that it was captured by a real human, on a real device, at a specific time — without manipulation or AI involvement.
Witness by Reel Human is a privacy-first camera app that generates cryptographically signed photos and videos. Each file includes an embedded JSON manifest with:
 - The exact capture time
 - Device info (not user identity)
 - The app version and signature metadata
The manifest is stored inside the media file (MP4/JPEG) and travels with it, even if shared. The result is a verifiable, human-authored piece of content.
What’s working now (POC):
 - Android and iOS apps (available for testing)
 - Signed JSON manifests inside every photo/video
 - No accounts, no tracking, no upload
What’s coming:
 - Public verification portal (in progress)
 - Registry backend with optional verification logging
 - Open API for platforms to verify content at scale
I’d love your feedback on:
 - The idea and approach
 - Security model (crypto choices, manifest design, etc.)
 - Use cases beyond journalism (legal, education, social media)
Site: https://reel-human.com
POC App:
 - Android:  https://play.google.com/store/apps/details?id=com.reelhuman....
 - iOS:  https://testflight.apple.com/join/GzfTsCNF
Ask me anything — I’m solo-building this because I think trusted content should be a human right.

value: Show HN: Real or fake content – make it easy to tell

author: rh-app-dev


value:
As a student, I was trained to play the formal education game—flashcards, diagrams, fastidiously organized notes. But as a 32-year-old, I’m disappointed by the knowledge and understanding I’ve retained over time. And without the familiar game of formal education to play, I’m often at a loss for how to learn new topics that are interesting but intimidating to me.
AI has the potential to change the way people learn, and existing tools show promise. But I’m still dissatisfied—these tools often dump knowledge on me without helping me integrate it into my understanding.
---
I built Stella to explore how thoughtful UX can transform AI interactions into genuine learning experiences. Instead of optimizing for information delivery, Stella optimizes for learning through curiosity.
Some key design decisions that emerged from testing:
1. Separated thinking spaces: Most AI chats blur the line between user and AI thoughts. Stella's chat interface creates distinct spaces for communication, encouraging users to reflect on their own thinking before engaging with AI responses.
2. Socratic dialogue patterns: Rather than just delivering answers, Stella guides users to discover knowledge gaps and build on existing understanding. This creates more durable learning moments.
3. Interest-aware conversations: Users can highlight interesting concepts, and Stella adapts the conversation to explore these areas more deeply. Learning follows natural curiosity rather than a predetermined path.
Early users have reported unexpected learning moments—from a Computer Science PhD finally understanding “weak form” to a doctor exploring what it is about Quaker philosophy that inspires her work.
---
Technical implementation focuses on thoughtful UX that extracts practical value from existing LLM capabilities. Stella uses Claude for dialogue but innovates in how these interactions are structured and presented. The interface is built in React, with a backend that adjusts to user interest and existing understanding.
Some interesting challenges solved:
- Balancing guidance vs. independent thinking
- Tracking the user’s level of interest and curiosity
- Creating meaningful conversation paths that lead to new understanding
---
I’m currently looking for feedback from:
- Educators interested in AI learning tools
- Developers exploring new UX paradigms for AI
- Curious minds who enjoy deep learning conversations
Currently opening Stella for limited beta testing. Looking for 20–30 people who want to explore topics deeply and provide feedback on the learning experience.
If you're interested in trying it out, sign up here: https://krelb9yoq56.typeform.com/to/Ild6JaQD
I'm particularly interested in hearing how the interface affects how much you actually learn and retain compared to traditional LLM chatbots. Happy to discuss more in the comments!

value: Show HN: A Socratic teaching tool that follows curiosity, not curriculum


value: Zifnap

value:
Hi HN!
I built *Galerion* because I was tired of messy galleries and complicated media managers.
With Galerion, you can:
- Organize photos, videos, and audio into playlists
- Play them offline, even without internet
- Share easily, all in a minimal, privacy-friendly app
Important: *Galerion never uploads your files or creates copies*. It simply reads from your device’s gallery. If you delete a file there, it disappears in Galerion too.
It's live on [Google Play](https://play.google.com/store/apps/details?id=com.berk.galer...) and [App Store](https://apps.apple.com/us/app/galerion/id6752312342).
I'd love your feedback on UX, performance, or ideas for new features. Ask me anything!

value: Show HN: Galerion – Minimal app to organize and play your media

author: Zifnap


value: aapte

value:
Hi HN — I’m AJ, Co-founder of Snapser.
We built a modular backend for apps/games with an “own cluster” feel (strong isolation), implemented on Kubernetes namespaces under the hood. Today we’re launching our free Starter Tier.
Highlights:
• 33 “Snaps” (Auth, Storage, Leaderboards, Analytics, A/B Tests, etc.)
• Bring your own containerized services (any language)
• Your own isolated environment (namespaces + bin-packing + auto-scaling)
• Starter Tier: 1 dev cluster, 2 admin seats, 5 Snaps free, no credit card
What we learned: isolation over giant shared control planes; smart multi-tenancy to keep dev affordable; backends are more than tables; we baked enterprise ops defaults into day-one settings. Full article: https://snapser.com/resources/posts/starter-tier
Signup (no CC): https://snapser.com/register
Happy to go deep on the architecture or trade-offs. Feedback welcome!
— AJ

value: Show HN: Snapser Starter Tier – modular back end with isolated K8s "own cluster"

author: aapte


value:
We kept asking "why did we build it this way?" and spending 20 minutes hunting through Jira, Slack, and GitHub for answers. It was a symptom of a bigger "Jira-problem".
So we built Atono (https://atono.io).
The idea: Stories that don't die when you ship. Everything - requirements, code changes, bugs, decisions - stays in one place.
Our take (might not be for everyone):
-Feature flags live in the story, not another tool
-Feature engagement for you to see if people use what you built
-Context > process
What's in it:
-Toggle feature flags right in the story
-See usage graphs without another analytics tool
-One-click bug reports that actually capture everything
-Free forever for 5 users
We use Atono to build Atono. Works for us, but we're pretty opinionated about Product Teams.
Need your take: Does this match how you work?
What's missing? What's wrong with our approach?
Try it at https://atono.io

value: Show HN: We built Atono because we kept losing context


value: vednig

value:
We've just launched the next generation of personal cloud at DoShare, today we're excited to announce the first milestone in our journey of revolutionising cloud storage solutions, this is our first stable release on web, the v1, we call it (The Skywalker - a Star Wars reference) Feature set is currently basic and works well for daily chores among with supported usage for creative tasks. Our team has built the first version with care for creatives and personal usage. We've more plans in pipeline for the December release including Assistant and End to End Encryption along with cross device clients Plans start at INR.19($0.2)/mo for 50GB, we're opening exclusive invite for the next 1000 people to join us in building a better, secure and safer cloud.
Checkout the plans and pricing at https://getcloud.doshare.me .
If you're interested in trying out Public Beta of Android or Desktop ( Windows, Linux and MacOS) Clients please shoot us a mail .
We'd love to talk and incorporate your feedback in the Personal Cloud.
Would love to get feedback on the launch. All plans have 7 day free trial, so feel free to register.

value: Show HN: DoShare Personal Cloud

author: vednig

title: Show HN: DoShare Personal Cloud


value: michaelstewart

value: Show HN: Vibe Linking

author: michaelstewart

title: Show HN: Vibe Linking


value:
Hey HN!
I've been building a tool for teams to manage their software binaries and releases.
Obviously tools like Artifactory exist - but coming from an apps/games background we found the vast majority of teams didn't use any dedicated tool for managing binaries. Finding what's out there too complex / expensive / missing features they'd find useful.
A lot of Google Drive, SharePoint, and Slack dumping grounds - with context lost, and not really suited to keeping track of past builds, distribution, etc.
Idea for Buildstash is to bring binary and release management to all software teams, making it so accessible even for small teams that it becomes as much a no-brainer as having source control or CI.
Less focus on just package repository management - but really focusing on the features devs across app/games/embedded need for managing their builds and releases. Whether around collaboration (linking builds to related issues etc), integrated beta distribution, sharing build streams and releases on their website, and rolling out to distribution platforms like the App Store / Google Play/ Steam etc.
Here's a product demo video - https://youtu.be/t4Fr6M_vIIc

value: Show HN: Binary artifact and release management, for everyone


value: nawoda

value:
Compliance is a recurring pain for startups. Drafting policies for GDPR, SOC 2, ISO, HIPAA, etc. usually means:
Weeks of manual work or expensive consultants
Copy-paste templates that auditors reject
High cost for something that should be straightforward
We built RegulGPT
 to make this simpler. It generates audit-ready, article-referenced compliance policies in minutes, designed to meet auditor expectations.
Why we built it: I’ve personally struggled with compliance in past startups — spending money and time on docs that weren’t actually usable. RegulGPT is our attempt to automate this process so founders can stay focused on building.
Would love to hear your thoughts:
How do you handle compliance in your startup?
What would make a tool like this most useful to you?

value: Show HN: RegulGPT – AI-powered compliance policy generator for startups

author: nawoda


value: BobJi

value:
As an indie dev, I launched n8ntemplates.me
 — a hub for n8n workflow templates plus an AI workflow generator. Would love feedback from the HN community.

value: Show HN: AI-Generated N8n Templates Gallery

author: BobJi


value: ArunCQA

value:
Hey HN, I’m Arun co-founder of CloudQA (https://cloudqa.io/). We’ve been building TruRT, our regression testing suite designed to help teams escape the “brittle automation” trap.
Here's a pain point I'm sure many of us have encountered: our automated regression suites require a significant and ever-growing amount of maintenance time.
We consistently found that even minor front-end changes, such as renaming a button ID or adjusting a CSS selector, can cause a cascade of failures across dozens of test scripts.
The downstream effect is twofold:
Test coverage stagnates because the QA team's bandwidth is consumed by fixing what's broken, not by creating new, valuable tests.
Development velocity slows as the team is forced into a reactive mode, constantly firefighting broken tests instead of performing proactive quality assurance.
This shifts the focus from ensuring product quality to simply keeping the test suite functional.
Why we built this:
In our own experience (and with customer feedback), regression testing often becomes more work than manual testing. We wanted a tool that is resilient, scalable, and easy enough for non-developers to actually use.
Here's a quicker look at how our tool, TruRT, approaches this:
More Resilient Selectors: It uses contextual awareness to find elements even after minor UI changes like a new element ID. This makes tests far less brittle and drastically cuts down on maintenance.
Flexible No-Code: It’s a hybrid model. You can build most tests quickly without code, but you can also inject custom scripts for complex edge cases, so you aren't locked into a rigid, codeless-only workflow.
Regression-Focused Design: While many platforms focus on cross-browser infrastructure, this is built specifically for managing the lifecycle of regression suites, with better test grouping, parallel runs, and clearer reporting on what actually broke.
Integrated Production Monitoring: You can reuse your existing tests to continuously monitor critical workflows in production. It combines pre-release testing and synthetic monitoring into a single platform.
Designed for Lean Teams: It's a lightweight SaaS tool built for startups and mid-sized teams. You get the powerful features you need without the complexity or hefty price tag of bloated enterprise solutions.
Here’s a link to the webpage if you’d like a more thorough look into TruRT: https://cloudqa.io/regression-testing-tools
We’re offering TruRT as part of CloudQA’s testing-as-a-service platform, available today. Subscription-based pricing, with a free tier for small teams (details here: https://cloudqa.io/).
We’d love feedback from the HN community:
What’s your biggest headache with regression testing today?
If you’ve tried codeless/self-healing tools, did they actually reduce maintenance for you?
What would make regression automation indispensable for your team?
Happy to answer any questions, and looking forward to your thoughts!

value: Show HN: CloudQA – TruRT: Regression Testing That Doesn't Break Every Sprint

author: ArunCQA


value: KraftyOne

value:
Hi HN - I’m Peter, here with Max (hmaxdml), and we’re building DBOS Go, an open-source Go library for durable workflows, backed by Postgres.
https://github.com/dbos-inc/dbos-transact-golang
DBOS workflows make your programs durable by automatically checkpointing their state to Postgres. If your program crashes or fails, all workflows seamlessly resume from their last completed step when your program restarts. This durability makes workflows useful for solving many different problems, including:
- Operating an AI agent, or anything that connects to an unreliable or non-deterministic API.
- Building observable and fault-tolerant data pipelines.
- Orchestrating business processes so they seamlessly recover from any failure.
- Running reliable background jobs with no timeouts.
- Processing incoming events (e.g. from Kafka) exactly once
What’s unique about DBOS is that it's just a Go package--all you need to add durable workflows to your app is included in this library (plus Postgres). There's no separate service or orchestrator to run, so you can incrementally add it to an existing Go application without rearchitecting anything.
Also, because it’s all Postgres-backed, you get all the tooling you’re familiar with: backups, GUIs, CLI tools–it all just works. You can use Supabase, RDS, Neon, or any other Postgres provider.
If you want to try it out, check out the quickstart:
https://docs.dbos.dev/quickstart
We'd love to hear what you think! We’ll be in the comments for the rest of the day to answer any questions.

value: Show HN: Postgres-Backed Durable Workflows in Go

author: KraftyOne


value: Oxodao

value:
Hey HN!
Wanted to share with you what my friend nullgemm was working on for the past several years.
Those are a set of multi-platform libraries built from scratch using only system APIs and are supporting X11, Wayland, Windows and Mac OS
Windowing library (Globuf): https://github.com/nullgemm/globuf
Keyboard & mouse handling library (Willis): https://github.com/nullgemm/willis
Cursor setting library (Cursoryx): https://github.com/nullgemm/cursoryx
Screen resolution and density detection library (DPIshit): https://github.com/nullgemm/dpishit
Gamepad handling library (PunKnobs): https://github.com/nullgemm/punknobs

value: Show HN: tetradoom - from dos to desktop using only host system libraries

author: Oxodao


value: Show HN: I send you weekly insights from your bookmarks


value: hasibhaque

value: Show HN: I made a website to find inspirational quotes

author: hasibhaque


value: Khushilunkad

value: Convert a US-centric price into ~50 localized prices. This goes beyond the simple discount approach offered by the classic Big Mac pricing theory. Netflix’s pricing ladder is non-linear, and I’ve accounted for that in this calculator.

value: Show HN: Localize Prices, Like Netflix

author: Khushilunkad

title: Show HN: Localize Prices, Like Netflix


value: reb

value:
I've been building a bunch of little apps with AI tools for the last few months and find myself constantly passing research, plans, and working frameworks between tools and projects. At this point it's become one of the more time-consuming parts of my creative process and gets in the way of the parts I enjoy, so I built a tool to make it easier.
It's up where anyone can use it and it's free — if people find it useful and want more than the basic level of daily usage I can afford to cover myself, I'll think about offering a paid tier.
Here's how it works:
1. You sign up and get your own notes space (using github for ID, not code access)
2. You connect your tools (this is one-click for Cursor and VS Code, copy-paste for Claude Code, and a couple of clicks for Claude)
3. Use your tools as usual, letting them know when and what to store in your space
4. Any of your connected tools can then look for relevant notes while they work (or you can tell them to reference specific notes anytime)
It's pretty flexible, so I'm still exploring what it's best for. Right now I'm using it to store and retrieve .rules files and commands I re-use regularly, pass project plans between the Claude (where I brainstorm throughout the day) and Cursor on my laptop (where I write and generate code), and have llms working in separate codebases store shared knowledge they both need.
The stack for the service includes...
- Supabase for auth + storage
- Next.js + shadcn for the web app
- A MCP server to handle LLM<->DB communication
Happy to answer any questions folks have and would love to hear what anyone who gives it a try thinks (good and bad)

value: Show HN: I built a pocket dimension for notes and context in LLM-space

author: reb


value: Show HN: A lightweight transliteration tool for multiple languages


value: xaxan

value:
Hi HN,
I built LaunchsPage to help founders and makers create a simple launch page in just a few minutes without coding or design work.
Why:
I noticed many early-stage startups waste time setting up a basic “Coming Soon” page. I wanted something that gets you online fast so you can start collecting emails and focus on building the product itself.
Features:
Create a page in 3 minutes
Add logo, banner, launch date
Email signups built-in
Free to start
Would love feedback on what to improve or add next!

value: Show HN: LaunchsPage – Create a Launch Page in Minutes

author: xaxan


value: gsibble

value: Show HN: ODAI – A ChatGPT-like Site/App integrated with numerous helpful APIs

author: gsibble


value:
Hello the good people on Hacker News.
In the last 6 months I've been working on a self-hosted Git server and now I'd say it has reached a stage where I felt comfortable showing it properly.
For the HTTP server and frontend part, this project only relies on `net/http` and `html/template`, both of which are in Golang's standard library. This might not be the best performance-wise but I wish to cut dependencies as much as possible.
If the way the whole project is structured and developed seems weird: this is the first Golang project and first serious backend project I've ever done. Before making Aegis I've only made a few small things with Node.js and have never touched Golang, and during the development a lot of things have been ignored and/or delayed for the sake of "having enough functionalities as quick as possible". At the beginning it was only meant to be a proof that I have what it takes to "learn on the job" (and to learn about Git internals of course) but it gradually snowballed from there.
Currently the major things that have been implemented are as follows:

    + Basic things: tree/file views, commit info, history, diff;
    + Read-only clone by HTTP and read/write access through SSH;
    + Basic issue tracking and pull requests;
    + Namespaces;
    + Per-namespace and per-repository user access control;
    + Webhooks for external CI/CD (experimental feature; subject to change)
    + Snippets (à la GitHub snippets)
    + And many tiny things:
      + Labels for repositories;
      + UI for Git Blame;
      + UI for directly editing files;
      + 2-factor authentication w/ Email
      + Support for displaying `Co-Authored-By` messages
    + No JavaScript - works all major browsers and a lot of minor ones, including Ladybird and NetSurf.
    + Proper web installer for easy(-er) installation (like the one in WordPress)

Some of the things that are NOT implemented but PLANNED:

    + 2FA w/ HOTP/TOTP and passkeys;
    + GitHub Pages-like thingy;
      + This is currently planned to be added as a part of CI...
    + Proper CI;
    + Migration from/to other hosting services;
    + Support for other version control software, e.g. Fossil, Mercurial and SVN
      + And conversion between them (to the degree that's possible).
    + Refactor;
    + Better SSH and HTTP clone/pull/push handling;
    + Maybe properly implement Git functionalities instead of relying on exec.Command?

The code repository can be seen at https://github.com/AegisCodeForge/aegis/ . The list of planned things can be currently viewed on GitHub: https://github.com/AegisCodeForge/aegis/issues . Notes on how certain things work can be read at https://github.com/bctnry/aegis/tree/master/docs .
I have set up a demo server at https://aegis-demo.sebastian.graphics if you wish to see it in action. This server is hosted on a small VPS I've rented from DigitalOcean (not sponsored), which I'll be taking down in about two weeks. It will be configured with the most basic settings possible (i.e. basically SQLite for everything). I'll leave no restrictions on user activities, but please be nice...
Feedback & bug/security reports are greatly appreciated.

value: Show HN: Aegis – A Self-Hosted Code Hosting Server Written in Golang


value: lexokoh

value: Show HN: Generate and Share Tier Lists

author: lexokoh

title: Show HN: Generate and Share Tier Lists


value: Show HN: Building sub-100ms autocompletion for JetBrains IDEs


value:
Hey HN,
1 year ago I shared the project I'd build, Shareables. A tool to connect Airtable to visual templates
Over the last year, I've been inspired by the use cases people have for Airtable. I've seen food truck directories, pet medical logs, you name it.
I'm excited to share the new Shareables designer mode, where you can create completely custom micro-sites (powered by your Airtable data) with a simple drag-and-drop editor, which lets you style to create unique designs and layouts for any use-case, business or personal
I would love for you to give it a go.
1. All you need to do is, head to www.shareables.ai and start designing
2. Connect your Airtable and customise it to fit your needs.
3. When you're ready, you can publish to your custom domain (or embed directly back onto your existing website)
If you have time, give it a go, and let me know what you think!
–Ryan

value: Show HN: I made an Airtable powered Drag-and-Drop Website Builder


value: ubergeekady

value:
I built a free JSON Schema Builder that works entirely in the browser — no signup required.
Build JSON schemas visually
Paste JSON and auto-generate schemas with type inference
Export as JSON Schema, TypeScript interfaces, Python classes, etc.
Validate sample data in real time
Why: writing schemas by hand is tedious and error-prone. This tool tries to make the process faster and less painful.
Feedback welcome — I’d love to hear what features would make it more useful in real workflows.

value: Show HN: Free Visual JSON Schema Builder (Generate, Validate and Export)

author: ubergeekady


value: pardnchiu

value: A Proxmox VE virtual machine management API service developed in Go, automatically downloads official images and completes end-to-end deployment. Supports one-click automated deployment for Debian, Ubuntu, and RockyLinux.

value: Show HN: PVE VM API, support one-click download official images and deployment

author: pardnchiu


value: machinetree

value:
My tool designed  for content creators, our AI tool instantly batch-translates entire  seasons or courses. Reach a global audience with one-click translation  into 100+ languages.
Enjoy seamless workflow with native support for  major formats like SRT and VTT. We guarantee perfect timestamp  alignment, ensuring a professional and flawless viewing experience.

value: Show HN: AI-Powered Batch Subtitles]

author: machinetree

title: Show HN: AI-Powered Batch Subtitles]


value: maezeller

value:
Hey HN! I'm excited to share Bite Genie (https://bitegenie.com), a free recipe app that solves a problem I've had countless times: loving a dish at a restaurant and wishing I could recreate it at home.
What makes it different:
Photo-to-recipe AI: Snap a photo of any menu item and get a detailed, cookable recipe
Smart recipe remixing: Transform any saved recipe for dietary needs (vegan, keto, etc.) or experiment with fusion cuisines
Universal recipe import: One-click saving from any website, plus powerful search and organization
Meal planning & grocery lists: Complete culinary workflow management
The technical approach:
Our AI analyzes menu photos using computer vision to identify dishes, then combines this with a deep culinary knowledge base to generate realistic recipes. It's not just OCR—it understands food relationships, cooking techniques, and ingredient substitutions.
Why I built this:
Traditional recipe apps are just digital filing cabinets. I wanted something that actively helps you cook better and discover new dishes. The "menu photo to recipe" feature came from my own frustration of forgetting amazing restaurant discoveries.
The app is completely free with all AI features included. No freemium model, no subscription walls.
I'd love feedback from the HN community, especially on the AI accuracy and any edge cases you discover. What dishes have you always wanted to recreate at home?
Try it out and let me know what you think!

value: Show HN: Bite Genie – Turn restaurant menu photos into cookable recipes with AI

author: maezeller


value: mahdiyar

value:
Hey HN,

  Last week, I spent 40 minutes debugging a production issue that should have taken 5. Not because the bug was complex, but because I kept switching between Claude Code, Cursor, Codex, and
   Gemini - copying context, losing thread, starting over.

  The workflow was painful:
  1. Claude Code couldn't reproduce a React rendering bug
  2. Copy-pasted 200 lines to Cursor - different answer, still wrong
  3. Tried Codex - needed to re-explain the database schema
  4. Finally Gemini spotted it, but I'd lost the original error logs

  This context-switching tax happens weekly. So I built Roundtable AI MCP Server.

What makes it different:
  Unlike existing multi-agent tools that require custom APIs or complex setup, Roundtable works with your existing AI CLI tools through the Model Context Protocol. Zero configuration - it
   auto-discovers what's installed and just works.

  Architecture: Your IDE → MCP Server → Multiple AI CLIs (parallel execution)

It runs CLI Coding Agents in headless mode and shares the results with the LLM of choice.
Real examples I use daily:

  Example 1 - Parallel Code Review:
  Claude Code > Run Gemini, Codex, Cursor and Claude Code Subagent in parallel and task them to review my landing page at '@frontend/src/app/roundtable/page.tsx'

  → Gemini: React performance, component architecture, UX patterns
  → Codex: Code quality, TypeScript usage, best practices
  → Cursor: Accessibility, SEO optimization, modern web standards
  → Claude: Business logic, user flow, conversion optimization

  Save their review in {subagent_name}_review.md then aggregate their feedback

  Example 2 - Sequential Task Delegation:
  First: Assign Gemini Subagent to summarize the logic of '@server.py'
  Then: Send summary to Codex Subagent to implement Feature X from 'feature_x_spec.md'
  Finally: I run the code and provide feedback to Codex until all tests in 'test_cases.py' pass
  (Tests hidden from Codex to avoid overfitting)

  Example 3 - Specialized Debugging:
  Assign Cursor with GPT-5 and Cursor with Claude-4-thinking to debug issues in 'server.py'
  Here's the production log: [memory leak stacktrace]
  Create comprehensive fix plan with root cause analysis

  All run in parallel with shared project context. Takes 2-5 minutes vs 20+ minutes of manual copy-paste coordination.

Try it:
  pip install roundtable-ai
  roundtable-ai --check  # Shows which AI tools you have

  I'd love feedback on:
  1. Which AI combinations work best for your debugging workflows?
  2. Any IDE integration pain points?
  3. Team adoption blockers I should address?

  GitHub: https://github.com/askbudi/roundtable
  Website: https://askbudi.ai/roundtable

value: Show HN: Roundtable MCP Server to Use Claude, Cursor, Codex, Gemini from One UI

author: mahdiyar


value: vcoisne

value: It’s still young, but they are shipping fast, and it's open source. Anyone else playing with it?

value: Show HN: Plakar 1.0.4 – Open-Source Backup That's Fast, Encrypted, and Browsable

author: vcoisne


value: Show HN: Lightning-Fast Diarization on Apple Silicon


value: SherlockShi

value:
Hi HN,
A few months ago, I was working on a remote project and constantly needed to combine screenshots, diagrams, and reference images into a single file to share with my team. Most online tools I found either required registration, imposed watermark limits, or uploaded my images to their servers—none of which felt right for quick, private tasks.
So I built a free, privacy-focused online tool for merging JPG, JPEG, PNG, or WebP images—entirely in your browser, with zero server upload.
Key features:
· Multiple format support: JPG, JPEG, PNG, WebP
· Flexible layouts: Merge images vertically or horizontally
· Batch processing: Up to 10 images (10MB each) at once
· Output formats: Download as PNG, JPEG, or WebP
· Drag & drop interface: Fast, intuitive uploading and ordering
· Image arrangement & rotation: Reorder and rotate before merging
· Real-time preview: See the result instantly
· Full commercial rights: Use merged images anywhere
· Responsive design: Works on desktop and mobile
· Privacy-first: 100% client-side; your images never leave your device
It's perfect for creating photo collages, sharing annotated screenshots, or prepping images for presentations—no sign-up, no ads, no tracking.
I'd love for you to try it out, break it, and share feedback or suggestions. If you have ideas for new features, edge cases, or just want to say hi, please comment below!
Website: https://merge-jpg.net

value: Show HN: Merge JPG – Free, In-Browser Image Merger for Collages, Screenshots

author: SherlockShi


value: garymiklos

value: Show HN: Notifications for Claude, Codex, Gemini, Droid and More CLI Agent

author: garymiklos


value: ripernverse

value:
Phishcan provides crucial threat intelligence, and it currently tracks phishing domains for:
• Scotiabank, Desjardins, RBC, Interac…
• Telecom providers, provincial power and health services...
• Federal & provincial services, CRA, Canada Post, Service Canada, Revenue Québec...
How Phishcan works:
• Parsing millions of domains: Continuously scanning and analyzing vast numbers of domains to detect suspicious patterns and potential phishing sites.
• Monitoring threat actors : close watch on cyber‑criminal infrastructures and their new domain registrations.
• Data enrichment : adding contextual insights and connections to improve the information
• Feeds are updated every 12 hours.
• You can use the API freely at: https://phishcan.com/api-docs
Data is also available on: https://github.com/Phishcan/phishcan-data
I plan to improve the whole platform with more data during my free time!

value: Show HN: Phishcan, Canada's first open and free threat intelligence platform

author: ripernverse


value: vaneyckseme

value:
I got tired of hitting arbitrary time limits when recording technical demos and tutorials. Most free screen recorders cap you at 5 minutes, which barely covers a basic code walkthrough.
So I built Bloom – a simple, unlimited screen recorder that just works.
What it does:
- Unlimited recording time (no artificial caps)
- Full resolution output without premium subscriptions
- Camera selection and resizable webcam overlay
- Cross-platform (Mac/Windows/Linux)
- Completely free and open source
v1.1.0 just shipped with a cleaner UI and the #1 requested feature: a " Open recordings folder" button that appears after recording. Small thing, but saves tons of time hunting for your files.
For the presentation crowd: Perfect if you're doing technical talks, code reviews, or long-form tutorials where you need more than a few minutes to explain complex concepts.
Built with Electron. Nothing fancy – just focused on solving the core problem of recording without limits.
Download:
GitHub: https://github.com/thepublicdev/bloom
Installers: https://github.com/thepublicdev/bloom/releases/tag/v1.1.0
Would love feedback from fellow developers who've felt the pain of cutting demos short due to time restrictions.

value: Show HN: Bloom – A Free Screen and Video Recording Software

author: vaneyckseme


value:
Hi HN,
I built Planvo.xyz
, a web-based goal & habit tracker that’s fast, polished, and completely free. What makes it different from the usual trackers: social discovery and detailed analytics.
Why I built it
Most goal trackers fall into two camps:
Simple habit apps with no depth
Complex productivity tools locked behind subscriptions
I wanted something lightweight but powerful — with the ability to explore other people’s goals for inspiration and get data-rich feedback on my own progress.
What makes Planvo unique
Social discovery without pressure: Share goals publicly, browse what others are working on, and “like” goals you find inspiring. It’s less about competition, more about motivation.
Detailed analytics: 7-day sparklines, progress rings, streaks, momentum tracking, activity heatmaps — a visual-first way to see where you’re winning or stalling.
Goal resets by timeframe: Daily, weekly, monthly, or yearly — each resets automatically, so short-term and long-term goals feel natural.
Combination of tracking + journaling: Every progress update supports notes, so you get both numbers and narrative.
Core features
50+ goal templates (Health, Study, Career, Finance, etc.)
Real-time dashboard with visual progress trends
Rich journal system tied to each update
Mobile-optimized, touch-friendly web app
Privacy-first by default (public sharing is optional)
100% free, no ads, no freemium tiers
Try it out
https://planvo.xyz
I’d love feedback from HN on two things:
What would make the social discovery feature more valuable?
What analytics/insights would help you stay consistent long term?
Thanks for checking it out

value: Show HN: Planvo – a free goal tracker with social discover and analytics


value:
I’ve been building Vatify, an API for EU VAT validation, VAT rates and calculation.
Today I shipped an official Python SDK → available on PyPI:
from vatify import Vatify
client = Vatify(api_key="YOUR_API_KEY")
res = client.validate_vat("DE123456789")
print(res.valid, res.country_code, res.name)
Why?
Many SaaS founders and e-commerce devs struggle with EU VAT compliance.
Most existing libraries are outdated or incomplete.
This SDK gives you validation, rates, and calculation in a clean Python interface.
Links:
PyPI: https://pypi.org/project/vatify/
GitHub: https://github.com/vatifytax/vatify-python
I’d love feedback from anyone who’s had to deal with EU VAT in their projects

value: Show HN: Pip install vatify – EU VAT validation in Python


value: wcauchois

value:
We've all been there: you have some JSON data you need to make sense of, so you Google "json formatter" and end up at a site ridden with ads. I used to look at at lot of JSON (mostly log data) for $oldjob, so I set out to build something better.
I know there are a lot of tools in this space, but I've put a lot of love into JSON Dive: things like Vim keyboard shortcuts to navigate, dark mode, timestamp/image previews, and multi-file-format-support (XML-in-JSON was a format I dealt with in the context of LLMs/tool calls). I've also made an effort to ensure it can handle large files, since no one wants their tool to break down in that scenario. The entire thing is local-first and never sends your data anywhere.
I'm hoping to support the development of JSON Dive and stay ad-free in two ways:
1. Premium features (in development; mostly around collaboration). Note that everything that's free right now will remain free; these would be additive.
2. Licensing. JSON Dive is built as a React component that you can embed in your application. My vision is that instead of copy/pasting into JSON Dive, whatever tool I was using would already have JSON Dive in it :)
I'd love feedback. More importantly, I'd love it if JSON Dive became a tool that improved your life as a developer!

value: Show HN: JSON Dive – A better online JSON viewer

author: wcauchois


value: Show HN: Multiplayer – Full-stack session recordings to debug, test, and build


value: Show HN: Encore Cloud – Automate DevOps and Infra


value: adversing

value: Show HN: Brain4J – a lightweight, fast ML framework for Java with GPU support

author: adversing


value:
Hi HN,
We are building a GUI-based API generator for PostgreSQL that turns your database into a production-ready REST API in minutes.
Why we built it:
Every project starts with Postgres, but getting an API layer in front of it means writing boilerplate or learning GraphQL.
Hasura, Supabase, PostgREST are great — but many devs (including us) just want simple, reliable REST APIs which work with existing databases.
We wanted something open source, GUI-driven, and enterprise-ready.
What it does:
Point it at your Postgres DB → generate REST APIs instantly.
Build complex queries (deep joins and nested inserts) in a no-code GUI, deploy them as APIs.
Works with your existing schema, security, and infra.
Deploy on cloud (managed) or export your API as a NodeJS app to Github!
Open source:
Core is Apache 2.0 licensed.
Repo: https://github.com/QueryDeck/querydeck
Roadmap: support for MySQL & SQL Server next.
Try it:
Demo: https://querydeck.io/demo/
Free tier on cloud, or spin it up locally with docker run ....
We’re in beta and looking for 100 early users.
Your feedback will directly shape the roadmap.
Would love to hear what you think!

value: Show HN: Open-Source Postgres API Generator (REST > GraphQL)


value: peerlesscasual

value:
Hi HN, I made Lingo - the SQLite of semantic search.
I'm a self-taught developer and researcher who left school at 16, and I've spent some time exploring a first-principles approach to system design for various frontier problems. In this case it's AI that challenges the 'bigger is better' transformer paradigm.
Lingo is the first piece of that research, a high-performance linguistic database designed to run on-device.
The full technical overview and manifesto is here: https://medium.com/@robm.antunes/bcd1e9752af6
The paper has been archived on Zenodo with a DOI: https://doi.org/10.5281/zenodo.17196613
The code is open-source and can be found at https://github.com/RobAntunes/lingodb, it's currently broken and feature incomplete but I'm working on it - just wanted to start getting some feedback.
All benchmarks are reproducible from the repo and can also be found in the various texts.
As an independent without academic affiliation, I'd be incredibly grateful for your feedback!
I'm here to answer any questions.
Cheers!

value: Show HN: Lingo – A linguistic database in Rust with nanosecond-level performance

author: peerlesscasual


value: marcobambini

value: Over the past few months, we have developed a new hybrid search engine built on top of SQLite. It combines vector similarity search with full-text search (FTS5 extension) using Reciprocal Rank Fusion (RRF) for enhanced document retrieval.<p>Let us know what you think!

value: Show HN: SQLite-RAG – A semantic search engine built on top of SQLite

author: marcobambini


value: soelost

value:
I built KirkList after repeatedly seeing viral products on TikTok/Instagram, rushing to Costco, and leaving empty-handed. Costco's inventory varies wildly by location but their app only shows online stock.
KirkList lets shoppers crowdsource what's actually on shelves. Spot something? Post it with location and price. Looking for that viral Biscoff Cheesecake or Stanley cup? Check what others have found nearby.
Key design decision was optimizing for quick posting - users need to snap and share while actually shopping, not fill out forms later.
Would appreciate feedback on UX and thoughts on scaling crowdsourced inventory tracking.

value: Show HN: Crowdsourced viral Costco inventory tracker

author: soelost


value: dethbird

value:
built this to solve a personal pain point: shuffle kept killing the mood. With Playlister you can add/remove the currently playing track from multiple playlists quickly, making them more cohesive.
Write-up + repo:
https://dethbird.com/playlister-an-open-source-spotify-vibe-...
https://github.com/dethbird/playlister

value: Show HN: Playlister – an open source vibe playlist manager for Spotify

author: dethbird


value: ddaras

value: TypeScript‑first, headless React toolkit for building AI chat UIs

value: Show HN: Melony

author: ddaras

title: Show HN: Melony


value: ddano

value:
Small businesses use 10+ apps to run their operations. CRM, project management, invoicing, team chat, reporting - all disconnected. Besides this, they don't have any system in place. That's why we offer much more than a SaaS PM tool, a business OS.
Built specifically for 5-150 person teams (not enterprise bloat)
Plug n play setup
Priced like a single tool, replaces 5-7
Try it: aqtos.com
Questions? Happy to answer anything about the tech stack, business model, or SMB pain points we're solving -> https://x.com/DamjanDano

value: Show HN: Aqtos – business OS for SMBs and teams

author: ddano


value: taixhi

value: We build a platform to create Polars data pipelines and run them end-to-end. Data can come from our Rust scraping engine (browser management + proxies, scales across containers), api/db connections or from excel/csv files. It’s a quicker way to go from “I need this dataset” to “here’s the pipeline + structured output,” without hand-writing a ton of boilerplate.

value: Show HN: Structify – Chat to Build Polars Data Pipelines with a Rust Scraper

author: taixhi


value: mulchbr

value:
Show HN creds:
Username: ShowHN
Password :ShowHackerNews924
Beta: https://beta.mypathways.io/
How-to videos here if they help: https://www.mypathways.io/resources
We built this to help our nonprofit clients find connections to new major donors.  We're now exploring what else it can do.  Yes, it uses AI - to pull out proper nouns from text snippets, which LLM's are really good at.  I'm proud of it as a practical AI application, not just another chatbot.
To research with it you can copy/paste text into a web ref object, but it's much easier to use the browser extension you can download here: https://www.mypathways.io/trial.
Thanks!

value: Show HN: Find if/how people know each other, a research tool (creds in comments)

author: mulchbr


value:
Hi HN, We are excited to present you InsForge AI. It is an open source project and we provide hosted versions with APIaccess as well. (Website: https://insforge.dev/ , Github: https://github.com/InsForge/InsForge)
We’re addressing a couple of key problems when using Supabase.
1. RLS enabled by default → queries fail without policies
2. Writing/maintaining Postgres policies is verbose and error-prone
3. Secrets and auth integrations require lots of manual setup
With InsForge, APIs ship with sane defaults via MCP servers — security rules are applied automatically so developers get safe behavior out of the box, without manual intervention. Both client and server code are fully open source.
For a quick start in the hosted version, login to our website and create a project. Then start connecting with your coding agent and start calling our APIs directly. You can find more details in our docs. https://docs.insforge.dev/quickstart
This is still an early release and we’d appreciate feedback from the community. What are your pain points when interacting with BaaS platforms?
We’ll be around in the comments to answer questions. Thanks for reading!

value: Show HN: InsForge AI, Open-Source Alternative to Supabase (YC S20)


value: pobbypablo

value:
Hi HN,
I just launched PogiFit, an app that tracks both nutrition and workouts. The idea is to keep everything in one place: macros, food database, workout routines, exercise history.
It has two parts:
Food: macro diary (auto or manual), option to just track calories + protein, supplement reminders, nutrition guides, different macros per day, and a food database of 100k+ items across all supported languages.
Workout: routine library (home, gym, powerlifting, bodybuilding, etc.), 240+ exercises, routine builder, simple workout tracker, progress history, and 1RM calculators.
I built it with Laravel, PicoCSS, jQuery, MySQL, and packaged it as a mobile app with Cordova. The biggest challenge has been by far keeping 21 languages up to date with every new feature and content, and working around Cordova’s limitations compared to native apps.
Available here:
Play Store - https://play.google.com/store/apps/details?id=com.pogifit.mo...
Desktop web - https://pogi.fit

value: Show HN: PogiFit – Nutrition and Workout Tracker

author: pobbypablo


value: balamuruganb

value: SHOW HN: Voibe – the dictation app that understands developers

author: balamuruganb


value:
We've been stress-testing AI agents at CrashLabs for months, and one thing is pretty obvious ... every agent breaks in unexpected ways once it meets the real world.
That’s why we built Crashed Out, an open-source library of real AI failures to help builders learn from each other and ship more reliable AI agents.
We’d love feedback from this community:
- What other failures should we add?
- How can we make this most useful to builders?

value: Show HN: Crashed Out – an open library of AI failures


value: weijunext

value:
I just finished upgrading Nexty-directory, a high-performance directory boilerplate built with Nexty - my saas boilerplate.
Why it's awesome:
- Lightning-fast performance - it opens instantly
- Incredibly easy to customize - just update one config file with your site info, and your entire directory is ready to go with your branding
Tech stack: Next.js, Better-auth, Drizzle ORM, Neon Database
If you want a directory that delivers top performance & zero maintenance headaches, Nexty-directory has got you covered!

value: Show HN: Nexty-directory – fast directory boilerplate

author: weijunext


value: yutasato

value: Show HN: Geospatial Data → Graphs (Networks)

author: yutasato


value: carredondo

value:
Hi HN. We're Christian and Daniel, cofounders of Scout AI (https://scoutnow.ai) which is backed by Neo.
We were tired of wasting time on bulky sales tools, so we built one that is lightweight and actually works in terms of generating relevant leads for your business.
Here's an intro / demo: https://www.youtube.com/watch?v=u8m1tWDkdrY
Scout understands your business and target customer profile, and then works 24/7 to automatically source and qualify leads based on your exact criteria.
It can check things like:
- Healthcare: make sure the practice has at least 5 doctors/providers
- B2B SaaS: focus on startups that are Series A or B and raised more than 12 months ago
- Local businesses: make sure they have at least 10 locations across 2 or more states
Our goal is to help startups and SMBs compete with large players by leveling the prospecting playing field, so that you don't need an entire team of "GTM engineers".
Last week, Scout qualified 5K leads in under 24 hours for one healthcare SaaS founder, and then he booked 3 discovery calls in one day.
We'd appreciate feedback, especially from folks who are running a successful top-of-funnel using other tools, and we are here to answer any questions.
Happy prospecting .

value: Show HN: Scout AI (Neo '24) – A sales prospecting tool that works

author: carredondo


value: mahdiyar

value:
Hey HN,
  Last week, I spent 40 minutes debugging a production issue that should have taken 5. Not because the bug was complex, but because I kept switching between Claude Code, Cursor, Codex, and
   Gemini - copying context, losing thread, starting over.

  The workflow was painful:
  1. Claude Code couldn't reproduce a React rendering bug
  2. Copy-pasted 200 lines to Cursor - different answer, still wrong
  3. Tried Codex - needed to re-explain the database schema
  4. Finally Gemini spotted it, but I'd lost the original error logs

  This context-switching tax happens weekly. So I built Roundtable AI MCP Server.

What makes it different: Unlike existing multi-agent tools that require custom APIs or complex setup, Roundtable works with your existing AI CLI tools through the Model Context Protocol. Zero configuration - it auto-discovers what's installed and just works.
  Architecture: Your IDE → MCP Server → Multiple AI CLIs (parallel execution)
It runs CLI Coding Agents in headless mode and shares the results with the LLM of choice.
Real examples I use daily:

  Example 1 - Parallel Code Review:
  Claude Code > Run Gemini, Codex, Cursor and Claude Code Subagent in parallel and task them to review my landing page at '@frontend/src/app/roundtable/page.tsx'

  → Gemini: React performance, component architecture, UX patterns
  → Codex: Code quality, TypeScript usage, best practices
  → Cursor: Accessibility, SEO optimization, modern web standards
  → Claude: Business logic, user flow, conversion optimization

  Save their review in {subagent_name}_review.md then aggregate their feedback

  Example 2 - Sequential Task Delegation:
  First: Assign Gemini Subagent to summarize the logic of '@server.py'
  Then: Send summary to Codex Subagent to implement Feature X from 'feature_x_spec.md'
  Finally: I run the code and provide feedback to Codex until all tests in 'test_cases.py' pass
  (Tests hidden from Codex to avoid overfitting)

  Example 3 - Specialized Debugging:
  Assign Cursor with GPT-5 and Cursor with Claude-4-thinking to debug issues in 'server.py'
  Here's the production log: [memory leak stacktrace]
  Create comprehensive fix plan with root cause analysis

  All run in parallel with shared project context. Takes 2-5 minutes vs 20+ minutes of manual copy-paste coordination.

Try it: pip install roundtable-ai roundtable-ai --check # Shows which AI tools you have
  I'd love feedback on:
  1. Which AI combinations work best for your debugging workflows?
  2. Any IDE integration pain points?
  3. Team adoption blockers I should address?

  GitHub: [https://github.com/askbudi/roundtable](https://github.com/askbudi/roundtable)
  Website: [https://askbudi.ai/roundtable](https://askbudi.ai/roundtable)

value: Show HN: Roundtable MCP, Orchestrate Claude Code, Cursor, Gemini and Codex

author: mahdiyar


value: ducksbunny

value: Show HN: Practice integer addition

author: ducksbunny

title: Show HN: Practice integer addition


value: wenbin

value: Show HN: Microfeed – open-source CMS on Cloudflare (10G r2 storage for free)

author: wenbin


value:
I wrote a small TypeScript CLI that exports a GitHub repo as one plain-text file. I wanted my medical imaging stack (cornerstone3D, OHIF, dcmjs, vtk.js) in NotebookLM as a single source for study and cross-repo browsing. Might be useful to others doing LLM workflows or repo review.
Code: https://github.com/pedrokohler/github-repo-to-single-file
What it does:
1. Walks a repo and writes a single .txt or .pdf with file paths and contents
2. Aimed at LLM context, RAG prep, and quick repo study
Notes:
1. Best for source and text assets. Skip massive binaries when preparing inputs for LLMs.
2. If your LLM needs smaller chunks, split the output after generation.
Looking for:
- Feedback on defaults and output format
- Edge cases I should handle
- Flags you want (ignore patterns, size caps, include/exclude paths)
Happy to answer questions and iterate.

value: Show HN: Export a repo as one doc to feed whole projects to an LLM


value:
First version of my startup is live: intellaone.com
It generates personas and battlecards, then emails them to your team.
I trust this community’s eye for early products. What works? What doesn’t? Where should I go from here?

value: Show HN: MVP – AI personas and battlecards (feedback welcome)


value: Hi HN, I'm a big fan of high-quality wallpapers and get excited with every new OS release. I built this simple site to share a collection of 4K & HD wallpapers I've gathered and designed for the upcoming iOS 26.<p>There's a mix of free downloads and some premium ones I put extra work into. Hope you find something you like. I'd love to hear any feedback or suggestions!

value: Show HN: I collected and created some wallpapers for iOS 26


value:
Today we launched the Jira for 3D production and called it Flow 3D.
We built Flow because 3D content teams were stuck managing production across 5–6 different tools—Slack, spreadsheets, ShotGrid, Jira, email threads… you name it. That constant jumping between platforms slowed teams down and made creative work feel chaotic.
Over the past 5 years, there is one thing I’ve been hearing over and over as I chat with founders, producers, art directors and artists in Gaming:
"our workflows are a nightmare — we hate ShotGrid, we need to update statuses in Jira, speadsheets, ShotGrid, Perforce as well as ping our team members on Slack to get things reviewed and moved along the pipeline"
I always thought that was crazy. And what’s even crazier? NONE of that software has the functionality for VIEWING a 3D model  wth
With Flow, we’re bringing the entire 3D production pipeline into one place. Unlike Jira or ShotGrid, which were never designed for artists, Flow is built specifically for 3D teams. You can orchestrate your pipeline, track every asset’s stage, and keep your team fully in sync—without losing the creative flow.
Here’s what’s launching today:
• Assigning tasks to team members
• Sharing progress for a 3D asset
• Real-time reviews — with revisions, approvals, and progress tracking all in one view.
• Create saved views and filters to track every asset and keep projects moving with clarity.
What's coming next:
• Build milestones, set deadlines, and design custom workflows tailored to your productions.
Flow is all about giving 3D artists and studios a modern, purpose-built alternative for managing 3D production workflows, offering clarity, speed, and fewer tools to juggle.
What do you think of this launch? We’re always open to feedback—drop a comment and we’ll work to build the features you’d love to see.

value: Show HN: Jira for 3D Production Management


value: joemasilotti

value:
Hi all! Joe Masilotti here. After 2+ years my book, "Hotwire Native for Rails Developers", is finally available for sale.
It contains everything I know about building, shipping, and maintaining iOS and Android apps with Ruby on Rails and Hotwire Native. Always with one simple goal in mind: making it easier for Rails developers to build mobile apps.
The book teaches you how to:
- Build your first Hotwire Native apps on iOS & Android
- Add navigation, modals, and native tab bars
- Mix in native screens and components
- Send and route push notifications
- Ship to physical devices via TestFlight and Play Store

value: Show HN: I wrote a book on how to make iOS/Android apps with Ruby on Rails

author: joemasilotti


value:
I’ve been playing with the idea that Cloudflare’s R2 (with zero egress fees) opens the door to a simpler way of handling image optimization. Instead of juggling S3, a CDN, and custom pipelines, what if you could just drop your originals in one place and always get back optimized, cached images at the edge?
That’s what I’m experimenting with at img.pro.
How it works:
 + Upload an original (JPEG, PNG, WebP, HEIC, AVIF, PSD, etc.)
 + The API generates optimized variants automatically (S/M/L sizes by default)
 + Originals are stored in R2 → cheap, no hidden bandwidth costs
 + Optimized images are delivered through Cloudflare’s edge (300+ PoPs)
 + Output formats are predictable (JPEG for opaque, WebP for transparency, GIF/SVG preserved)
The idea is: if R2 really makes egress “free,” can an image API scale without the usual CDN/storage tradeoffs?
Right now I’m focused on making the pipeline as simple as possible (no knobs, just sane defaults). Pricing is mostly placeholder ($10 = 1k images, $50 = 10k, etc.), but I’m more interested in whether the developer experience feels right.
To get real feedback, I’m offering free access forever to the Launch plan (1,000 uploads/month) with the code: LAUNCHN
I’d love to hear:
 + Does the R2-backed model make sense to you?
 + What’s missing for you to trust this in production?
 + Are the defaults (sizes/formats) useful, or would you expect more control up front?
Live at https://img.pro.

value: Show HN: Img.pro – Image Optimization API built on R2 (zero egress)


value:
I read a lot every day for work, so by the time I want to read articles online (especially here on Hacker News), I'm already too tired to stare at more text. I figured: why not listen to them instead?
I tried a bunch of apps, but quickly deleted each one. Either:
- Everything was locked behind a ~$30/month subscription (wasn't ready for that).
- Or the voices sounded robotic and painful to listen to.
Since I'm a software engineer, I decided to just build my own solution, a Chrome extension that reads articles out loud in a human-like voice. That's how Qariyo.com was born.
Some friends liked it too, so I thought: why not make it public? When I built it, I kept things simple:
- Read the article out loud without breaking the flow, so it should work as a widget inside the page and not opening a new tab/page.
- Don't make me wait for the entire article to be converted before listening. I want to start as quickly as possible, without interruptions.
- No extra fluff (Snoop Dogg reading the article for you, etc. I don’t care). Just read the article out loud.
- And please, no subscriptions. I want to pay for what you use.
It's still an MVP, but it works well. If you want to try it, I'd love to hear your feedback!

value: Show HN: A Chrome Extension That Reads Articles Out Loud


value:
I’m testing Glenride, a modern forum-of-forums built for real conversation. If you’re feeling the bot creep, paywalls, and opaque moderation elsewhere, I’d love your eyes on this alpha.
What’s different:
Bot-resistant by design (velocity caps, link cooldowns, optional non‑biometric proof‑of‑personhood)
Transparent moderation (community charters, audit trails, appeals)
Human-centric feeds (chronological and “quiet mode” ranking)
Data portability + open API (fair terms; easy export)
No sitewide paywalls; communities choose their own models
 Looking for feedback on onboarding, posting friction, mod tooling, and the API. Expect rough edges; mobile polish and some mod features are still in progress. Public roadmap and integrity metrics are linked from the site.
Link:  https://glenride.onrender.com
I’ll be in the comments for questions. If you run a community and want to migrate, ping me—we’re prioritizing mod tooling and support.

value: Show HN: Glenride – human-first, Conversation‑style forums (alpha)


value: Show HN: Data-Cent – Interactive CSV Visualization and Analysis in Your Browser


value: rajit

value:
Hey HN, We’re Alex, Land, and Rajit. We’re building Prism (prismai.sh), a tool that helps browser agents authenticate onto websites with user credentials. Developers pass in credentials, Prism logs into a website on their behalf, and hands them back the cookies so they have an authenticated session. Here’s an example of how developers can use Prism to complete username/password flows (https://youtu.be/SEtVUnWnxuE), and here’s an example of how developers can use Prism to complete login flows that require an OTP code (https://youtu.be/fe9w9PvrwH0).
We spoke to browser agent developers and saw people copying and pasting credentials and even credit card numbers directly into model system prompts. We were surprised that there wasn’t a better way to give agents access to websites on a human’s behalf. Moreover, we noticed that every company had to build infrastructure to manage OTP, TOTP, and MFA and that auth remained a significant hurdle in agent reliability. We wondered if this was a boring part of the problem of building web automations that someone could automate away.
We started working with Casco, an autonomous security testing company, to enable their agent to access customer sites. Before a pentest, Casco makes a request to Prism’s API specifying test user credentials, a domain, and a login method. For example, give me an authenticated session for the account rajit@prismai.sh for OpenAI via OTP code over email. Our agent logs in on their behalf (without exposing credentials to a model), and we download the cookies and send them back in the response.
To maintain speed and reliability, we use playwright in most cases to login (which gives us speed), and we fallback to AI on failure (which gives us reliability). We have a number of websites we support out of the box and add new scripts as the number of websites we need to support grows. We are working on a way for the agent to update the existing playwright script on failure, so our scripts always stay up to date.
To try our api, you can use our API playground docs.prismai.sh/api-reference/endpoint/login to sign into x.com with the following API key: pk_54abb1cd0a637eb973ed690416e71a953e98f2ea839cf16529bbfa41a41bc016 .
We’d love to learn more about how other developers give agents access to their accounts. We look forward to everyone’s feedback and comments.

value: Show HN: Prism – Let browser agents access any app

author: rajit


value: ovaistariq

value: Show HN: We Built a Dead Simple SDK for Object Storage (No AWS Boilerplate)

author: ovaistariq


value: Daneng

value:
Hi HN,
I built LeetEngineer because while software engineers have platforms like LeetCode or HackerRank to prepare for interviews, non-IT engineers (mechanical, civil, aerospace, manufacturing, etc.) have almost nothing.
From my own experience applying for 500+ jobs, I realized interviews for engineers often focus on scenario-based questions that test how you apply engineering skills to real-world problems. I wanted a tool that helps with exactly that.
With LeetEngineer, you just paste a job description and the platform generates tailored, scenario-based practice questions so you can walk into your interview prepared and confident.
This is the first MVP and I’d love feedback from this community.
 https://leetengineerai.com
What do you think about the idea, and what features would you find most useful?
Thanks!

value: Show HN: I built LeetEngineer – Interview prep for non-IT engineers

author: Daneng


value: rohaquinlop

value: Show HN: Mockylla, a library that allows you to easily mock out ScyllaDB tests

author: rohaquinlop


value:
As a musician, I was frustrated by online collaboration tools that either had no curation (everything gets mixed together) or were too restrictive (only the creator decides).
So I built Jamfound: a democratic music collaboration platform where the community decides what sounds good.
Here's how it works:
1. Someone uploads a base track (max 30 seconds, WAV)
2. Musicians contribute stems (bass, drums, vocals, etc.)
3. The community votes on their favorite contributions
4. The winning stems are automatically mixed into the final track
It's like a musical version of Reddit's upvoting system, but for audio.
Built with Flask + React, supports high-quality WAV files, includes BPM detection and automatic mixing.
Try it: https://jamfound.com
Code: https://github.com/Jamfound/Jamfound
The voting system prevents the chaos of endless revisions while keeping the collaborative spirit alive.

value: Show HN: Jamfound – Democratizing Music Collaboration Through Voting


value:
I started intermittent fasting recently and I looked for mobile apps to keep track of my progress. Most of the mobile apps are bloated with so many features + paywall
So I decided to build my own with minimal features
- No Paywall
- Data stored in device itself
- Clean and Minimal UI
- PWA support
- Notifications (Beta)
Please try yourself and let me know the feedback

value: Show HN: I built a simple intermittent fasting timer app


value: lexokoh

value: Show HN: Nuke Development and Build Caches

author: lexokoh


value: tcassandra

value:
I built Home Information because I was tired of hunting through scattered files, apps, and drawers for home-related information. I am a very visual person, so spatially organizing the data on a floor plan seemed obvious.
I also use some home automation systems, which is part of the overall information I need to manage.  These home automation systems are splintered systems, offer poor UIs and are entirely device-centric. They combine to just make life more complicated.  The Home Information system is meant to unify all the information in one place and have one interface to manage it all.
The app works today, with integrations for Home Assistant and ZoneMinder. I'm looking for early adopters who can help identify what's working well, what needs improvement and what directions to take it in.
It is built with Django + JavaScript, has a one-line Docker install.
Looking for feedback from homeowners, developers, and home automation enthusiasts.

value: Show HN: Home Information – open-source spatial data management

author: tcassandra


value: gprok

value:
Hi HN,
Macscope is a new window manager and and app switcher for macOS built on the philosophy of enhancing, not replacing, your existing muscle memory.
It works by augmenting the familiar Cmd+Tab workflow. A quick tap of your shortcut instantly switches between recent apps, just like you're used to. A slightly longer hold, however, opens the full Macscope interface where you can manage all your open windows and tabs.
You can also use modifier shortcuts to enter Placement Modes, which let you instantly snap a selected window to the left/right/top/bottom/ half of your screen.
Here are some of the key features:
- Unified Search & Switch: A single interface to instantly find and switch to any window, browser tab (Safari, Chrome, Arc, etc.), or application just by typing.
- Live Previews: See a real-time preview of what's inside each window so you know exactly where you're going. You can also disable previews for a more minimal experience.
- Advanced Window Management: Go beyond just switching. Select multiple windows and arrange them into layouts like vertical/horizontal splits or grids.
- Scopes: Save collections of app windows as a "Scope" and instantly restore that entire workspace later. It's ideal for quickly switching between different projects or tasks.
It’s a native macOS app built with Swift and supports both Apple Silicon and Intel machines.
Launch Offer for HN:
There's a free trial with 250 actions. For the Hacker News community, I'm offering a 50% discount on the lifetime license.
Website: https://macscope.app
Discord Community: https://discord.gg/ehktEWr97K
I'll be here all day to answer questions and would be grateful for any feedback. Thanks for checking it out!

value: Show HN: Macscope – I decide to built a better Cmd-Tab replacement for macOS

author: gprok


value: nagstler

value: Show HN: SQLite for embeddings – pip install in 30s – .db for vectors

author: nagstler


value: moxscale

value:
This isn’t a 3B parameter miracle. It’s probably the 42,360th search wrapper, only because the first 42,359 didn’t fix my actual workflow.
And partly because it was quicker to build my own wrapper than to search for others.
Why:
I hop between different engines and paste typos just to grab the corrected term. Like 50 times a day for the last 15 years.
But I want the correction before I hit Enter, because highlighting the search bar and hitting Ctrl + C causes my RSI to flair up.
What it does:
1) Pick a single or multiple engines per query (simple selector buttons).
2) Inline spell-correction right in the search bar; a full-search not needed.
3) One-click “copy” next to each corrected term (no more highlight → Ctrl+C yoga).
4) Saved search history for quick recall + copy for the times I am feeling dumb and needing to correct the same typos over and over again.
5) Yes, it has dark mode. Of course it does.
6) Super lightweight, loads as fast as Google, free, and intentionally boring in the best way.
I’d love feedback, usability rough edges, engines/shortcuts to add, and any “you know what would make this less annoying…” ideas.
Live: https://instawarp.com

value: Show HN: Another search engine wrapper #42,360

author: moxscale


value: vnglst

value:
What happens when you ask large language models to recreate famous paintings as simple vector graphics? This gallery shows their attempts to turn artworks into SVG images. What makes this interesting isn’t that GenAI can generate images from prompts - specialized models already do that. It’s how they combine knowledge of art with the ability to write SVG code.
The project is inspired by Simon Willison's practice of using this as a creative LLM benchmark. When a new model is released, one of his first tests is whether it can generate a pelican on a bicycle.
It also comes with a workshop feature that I use to add or generate new artworks. You can use it yourself as well by starting the project locally (and providing an OpenRouter API key). You can see it in action here: https://x.com/vnglst/status/1971461976040800730

value: Show HN: Browse how LLMs generate famous artworks as SVGs

author: vnglst


value:
Big news! I’ve just deployed the official documentation site for NextMin  https://nextmin.gscodes.dev/
This site is built to make exploring NextMin smooth, clean, and developer-friendly. Some highlights you’ll find inside:
 Dynamic Schema System – instantly create CRUD APIs from JSON schemas.
 Admin Panel – React + Tailwind powered, with live schema updates.
 API Router – flexible routing with JWT + API key authentication support.
 File Storage – seamless S3-compatible upload integration.
 Hot Reloading – backend & frontend both update without restarting servers.
 Monorepo Ready – plug-and-play into any project with private npm packages.
I built this because I believe dev tools should be fast, transparent, and adaptable – not locked behind walls. The docs site shows how all the moving pieces come together.
Check it out here: https://nextmin.gscodes.dev/
Would love to hear your thoughts and feedback!
#NextJS #React #NodeJS #TypeScript #OpenSource #DevTools #Documentation #NextMin

value: Show HN: NextMin – Generate REST APIs and Admin Panels from JSON Schemas


value: tbocek

value:
I built PrevelteKit to solve the architecture trade-offs I ran into with modern web apps.
SPAs have clean separation between frontend and backend, but users see a white loading page or spinner while JavaScript loads and renders the initial UI. Next.js/SvelteKit solve the loading problem but require running your JavaScript stack in your frontend infrastructure. While services like Vercel hide this operational complexity (and they do it quite well), you're still coupling your frontend deployment to server infrastructure and adding another moving part to your system.
I wanted something in between, a clean separation like SPAs, but with something already loaded for users.
PrevelteKit pre-renders and hydrates your Svelte components at build time using jsdom, then serves them as pure HTML/CSS/JS files. During loading, users immediately see the layout and static content, while dynamic content takes another round-trip.
Key features:
* Static-first - No JavaScript runtime needed in production for the frontend
* Minimalistic - Less than 500 lines of code, just glue for existing tools
* Fast builds - Uses Rsbuild for rapid bundling (~hundreds of milliseconds with Rsbuild)
* Deploy anywhere - Pure static files, no server required, deploy on GitHub Pages, S3, any web server
The concept is working well for my projects and I'm looking for feedback on the approach and whether others find this useful.

value: Show HN: PrevelteKit – Static-first Svelte/Rsbuild/jsdom framework

author: tbocek


value: hmteng

value:
Rediscover the world of cocktails with barkeeper.ai and Alfredo, your friendly AI bartender who’s with you every step of the way.
Highlights:
⋅ Massive cocktail library with thousands of recipes, from timeless classics to creative modern mixes.
⋅ AI-powered cocktail creation: Alfredo invents new drinks in seconds based on your ingredients or taste.
⋅ Ingredient search: Find cocktails you can make with what’s already in your bar.
⋅ Favorites & collections: Save and organize your favorite drinks effortlessly.
Whether you’re a pro mixologist or a home bartender, with Alfredo and barkeeper.ai you’ve always got inspiration, knowledge, and a smile by your side.

value: Show HN: Barkeeper.ai – Discover&create cocktails with Alfredo,your AI bartender

author: hmteng


value: tamnd

value: Show HN: A little notebook for learning linear algebra with Python

author: tamnd


value:
Hello the good people on Hacker News.
In the last 6 months I've been working on a self-hosted Git server and now I'd say it has reached a stage where I felt comfortable showing it properly.
For the HTTP server and frontend part, this project only relies on `net/http` and `html/template`, both of which are in Golang's standard library. This might not be the best performance-wise but I wish to cut dependencies as much as possible.
If the way the whole project is structured and developed seems weird: this is the first Golang project and first serious backend project I've ever done. Before making Aegis I've only made a few small things with Node.js and have never touched Golang, and during the development a lot of things have been ignored and/or delayed for the sake of "having enough functionalities as quick as possible". At the beginning it was only meant to be a proof that I have what it takes to "learn on the job" (and to learn about Git internals of course) but it gradually snowballed from there.
Currently the major things that have been implemented are as follows:

    + Basic things: tree/file views, commit info, history, diff;
    + Read-only clone by HTTP and read/write access through SSH;
    + Basic issue tracking and pull requests;
    + Namespaces;
    + Per-namespace and per-repository user access control;
    + Webhooks for external CI/CD (experimental feature; subject to change)
    + Snippets (à la GitHub snippets)
    + And many tiny things:
      + Labels for repositories;
      + UI for Git Blame;
      + UI for directly editing files;
      + 2-factor authentication w/ Email
      + Support for displaying `Co-Authored-By` messages
    + No JavaScript - works all major browsers and a lot of minor ones, including Ladybird and NetSurf.
    + Proper web installer for easy(-er) installation (like the one in WordPress)

Some of the things that are NOT implemented but PLANNED:

    + 2FA w/ HOTP/TOTP and passkeys;
    + GitHub Pages-like thingy;
      + This is currently planned to be added as a part of CI...
    + Proper CI;
    + Migration from/to other hosting services;
    + Support for other version control software, e.g. Fossil, Mercurial and SVN
      + And conversion between them (to the degree that's possible).
    + Refactor;
    + Better SSH and HTTP clone/pull/push handling;
    + Maybe properly implement Git functionalities instead of relying on exec.Command?

The code repository can be seen at https://github.com/AegisCodeForge/aegis/ . The list of planned things can be currently viewed on GitHub: https://github.com/AegisCodeForge/aegis/issues . Notes on how certain things work can be read at https://github.com/bctnry/aegis/tree/master/docs .
I have set up a demo server at https://aegis-demo.sebastian.graphics if you wish to see it in action. This server is hosted on a small VPS I've rented from DigitalOcean (not sponsored), which I'll be taking down in about two weeks. It will be configured with the most basic settings possible (i.e. basically SQLite for everything). I'll leave no restrictions on user activities, but please be nice...
Feedback & bug/security reports are greatly appreciated.

value: Show HN: Aegis – A Self-Hosted Git Server Written in Golang


value: qwikhost

value: Show HN: Hayao AI – Edit, Transform and Enhance Photos with Text Prompting

author: qwikhost


value: radooku

value:
I built a WebSocket server in Rust that implements the Pusher protocol. It's designed to be a self-hosted alternative to Pusher, Laravel Reverb, or Soketi.
What it does:
Sockudo speaks the Pusher protocol, so if you're already using Pusher client libraries (like Laravel Echo), you can point them at Sockudo without changing your frontend code. It handles the usual WebSocket stuff - public/private/presence channels, client events, authentication, webhooks.
Why Rust:
The main reason was performance and resource efficiency. It runs with Tokio for async, uses fastwebsockets for the WebSocket implementation, and the whole thing is pretty lean on memory. You can run it in Docker with minimal resources.
Architecture highlights:
Modular adapters for horizontal scaling (Redis, Redis Cluster, NATS, or local)
Multiple backends for app config storage (MySQL, PostgreSQL, DynamoDB, or in-memory)
Queue systems for webhooks (Memory, Redis, SQS)
Rate limiting with configurable backends
Prometheus metrics built in
Getting started is straightforward:
docker run -d -p 6001:6001 sockudo/sockudo:latest
Or install from crates.io:
cargo install sockudo
Current status:
The project has comprehensive Prometheus metrics, supports SSL/TLS, has CORS configuration, and includes both REST API and WebSocket endpoints. There's a Grafana dashboard for monitoring, health check endpoints, and it works with Kubernetes deployments.
The docs cover most deployment scenarios - Docker, K8s, AWS, GCP, Azure. There's a Makefile with shortcuts for common operations and a test suite.
What it doesn't have yet:
I'm working on OpenTelemetry support and SurrealDB support for app managing. The benchmarking setup exists but I haven't published official performance numbers because I want to do proper testing across different scenarios first.
Why I'm sharing:
If you need a self-hosted WebSocket solution that's Pusher-compatible, this might be useful. The codebase is MIT licensed and contributions are welcome. I built it to solve a problem I had, and figured others might have the same issue.
GitHub: https://github.com/RustNSparks/sockudo
Docs: https://sockudo.app
Crates.io: https://crates.io/crates/sockudo
Happy to answer questions about the implementation, deployment, or architecture decisions.

value: Show HN: Sockudo – Pusher-compatible WebSocket server in Rust

author: radooku


value: skrid

value: Show HN: I built a form builder where every form gets a REST API

author: skrid


value: redneno

value: Show HN: ChronoFrame – Online photo gallery with smart EXIF, maps and live-photo

author: redneno


value: steadycourse

value: It's designed to support you through the "everything is urgent and important" pain!

value: Show HN: I made a task prioritizer app that doesn't use AI

author: steadycourse


value: slovoulo

value: At it's core LendSense helps you track money owed to you and money you owe with additional features to help you make safe lending and borrowing decisions

value: Show HN: LendSense: Loan and Debt Tracker

author: slovoulo


value: rooteto

value:
Hi HN,  I put together a small WordPress plugin that adds a WhatsApp chat button to any site. It’s free and really simple — just install it and visitors can reach you on WhatsApp with one click.
The reason I built it is because I’ve seen a lot of small business owners who want something like this, but most plugins are either too heavy or complicated. I wanted a lightweight version that just works.
Happy to hear any thoughts or feedback. If you think of features that would make it more useful, let me know!

value: Show HN: A free WordPress plugin for adding a WhatsApp chat button

author: rooteto


value: mattigames

value: Show HN: Collection of Steam games with zero reviews

author: mattigames


value: lexokoh

value: Show HN: Cachekill – A safer alternative to rm -RF node_modules

author: lexokoh


value: HusseinKizz

value: Nile is a TypeScript-first, service-oriented backend framework for building modern, AI-ready backends with simplest developer experience and speed. It doesn't use usual rest-api coventions and breaks a lot of rules hahaha, but its made in a way that makes sense to today's development, why would you go on writing over 100 routes just so as you be in terms with rest api conventions, or why try do things in a way not simple to you because that's how everyone thinks they should be done, anyways takes on the framework are welcome, but more or less it does a lot of things differently!

value: Show HN: I ditched restful API conventions and built this

author: HusseinKizz


value: paulwilsonn

value:
I built a simple tool that helps founders search and discover relevant investors (by stage, geography, funding goal) and then automates outreach + follow-up.
It came out of my own frustration when fundraising - spending hours building spreadsheets and still missing good matches.
Would love feedback from founders/investors here:
Does this actually solve a real pain?
What would make it more useful?
Any concerns about automation in this space?

value: Show HN: I built a Simple tool that finds investors for your startup

author: paulwilsonn


value: tonyekh

value:
Hey HN, Tony here, I built an on-device AI transcription assistant for professionals who require full data privacy, such as legal and medical users. Everything is offline and transcripts are encrypted in SQLLite database. The audio files and transcripts never leave your device so it fully cloud-free service. My goal is to provide an intuitive, easy-to-use app with unlimited transcriptions and no caps.
I used the following tech stacks to build it: Python (Whisper models), Avalonia UI (frontend), C# (backend), and SQLite (database).
Here's some of the key features:
Speaker Identification: Automatically labels speakers (SPEAKER 01, SPEAKER 02) and allows you to update them with real names.
Whisper Model Transcription: Supports 98 languages and multiple audio/video formats.
Real-Time Transcription: Transcribe audio with your device microphone or system speakers which is ideal for meetings, legal depositions, or court proceedings.
Bulk Transcription: Queue multiple files for batch processing, useful for podcasts or large audio collections.
Proofreading & Editing Tools: Integrated media player and editor for quick corrections or scoping.
AI Models: Choose Intermediate, Advanced, or Expert to balance speed and accuracy.
GPU Acceleration: Boost transcription performance with NVIDIA GPUs.
Export Options: Save transcripts as Word, PDF, or plain text.
We just launched version 2.0.0 on Microsoft Store:
https://apps.microsoft.com/detail/9nqjkq3l649b
Check out demos:
https://ekhos.ai/demos
Benchmarks & hardware requirements:
https://ekhos.ai/help-center/hardware-requirements/
Learn more on our website:
https://ekhos.ai
What’s next:
Additional on-device AI tools (e.g., summarization) and MacOS support
Please give it a try. I’d love to hear your feedback and answer any of your questions.

value: Show HN: Ekhos – On-Device AI Transcription App

author: tonyekh


value: alexgotoi

value: Hey everyone! I am trying to validate an idea I have had for a long time now: is there interest in such a newsletter? Please subscribe if yes, so I know whether I should do it or not.

value: Show HN: Hacker News x AI newsletter – pilot issue

author: alexgotoi


value: rakeshmenon

value:
Hi HN,
I’ve been working on a project called VenturePulse, which grew out of my own struggle trying to validate startup ideas.
Initially, I leaned heavily on tools like ChatGPT or Claude. They were good at generating ideas, but I ran into recurring issues:
- Results were inconsistent, the same prompt often produced very different answers.
- There was no structured framework (e.g. SWOT, financial projections, risk analysis).
- The knowledge cutoff meant missing current trends and competitor information.
- Analysis was fragmented across multiple chats, with no coherence.
- Converting all of this into something usable (like an investor deck) took days.
VenturePulse tries to address these gaps by combining a few things in one workflow:
- Cross-model AI verification: querying multiple AI models and surfacing where they agree or disagree.
- Real-time data: pulling in competitor and market data from the web.
- Standardized frameworks: structuring results as SWOT, risk matrices, and financial scenarios.
- Scoring: giving a quick “PulseGrade” across different dimensions.
- Outputs: generating reports, landing pages for early testing, and investor-style pitch decks.
The focus is on speed (3–5 minutes per analysis) and coherence (tying all the parts together instead of juggling multiple tools).
You can check it out here: https://venturepulse.app
I’d love feedback on:
- Whether “multi-AI verification” feels useful or gimmicky.
- If the frameworks align with how you’d actually evaluate an idea.
- Any obvious holes you see, or things you’d want to add.
This is still evolving... so I’m more interested in honest feedback than marketing right now.
Thanks for taking a look!

value: Show HN: VenturePulse – AI platform for idea validation

author: rakeshmenon


value: sachou

value:
Hey I built this tool because it was a real pain for me to find youtube influencer to promote my tool.
Wasting so much time manually scrolling.
Let me know your opinion?

value: Show HN: Stop wasting hours finding the right YouTuber to promote your product

author: sachou


value: Show HN:17 Y/O built my first app. Manage all your domains in one dashboard


value: orenodinner

value:
I enjoy writing visual novels, but keeping track of branching plots, characters and clues on a phone was messy. To make the process smoother, I built NovelADV, an iOS workspace for AI‑assisted fiction.
NovelADV works like a chat‑based visual novel engine. You advance your story by talking to your characters; the app keeps a ledger of world details, characters and unresolved “clues” beside the chat so you don’t lose track of them. It also saves “checkpoints” so you can safely roll back to any decision point and explore alternate paths. To help with longer arcs, there’s a summary‑based long‑term memory that compresses earlier scenes into a short narrative so the AI doesn’t forget context.
The initial motivation was to combine the fun of playing a visual novel with the flexibility of writing one, all on a phone. I’d love feedback from writers and developers experimenting with AI‑assisted storytelling – is this approach useful, or does it introduce new pitfalls?
There’s a free tier on the App Store (link below). a pre‑built sample project are available . Feel free to try it and tell me what works, what doesn’t, or what you’d like to see improved.
App Store:https://apps.apple.com/jp/app/noveladv-ai-visual-novel/id675...

value: Show HN: NovelADV – AI-assisted visual novel writing on iOS

author: orenodinner


value: sltr

value:
Hi fellow nerds. Linklever is a local and offline browser launcher. If you're often copy-pasting URLs between browsers, then Linklever might be for you.
It registers as your system's default browser. In the app, you configure rules and filters. Later, when you click a link outside of a browser, the rules determine which browser Linklever sends the link to. The filters transform the URL before sending it to the browser. For routing links between browsers, there are Firefox and Chrome extensions.
Browser launchers are no new concept; AlternativeTo lists 17 others, but so far Linklever is the only one that supports macOS, Windows, and Linux. It's also pretty darn fast, being AOT compiled. Launch latency is typically 10-20ms, which is unbelievable for .NET. Tech stack: C#, Avalonia, SQLite.
I'm also the author of the open source app BrowseRouter, whose moderate star count on GitHub was the inspiration to make Linklever.
I'm following a business bootstrapping stair-step method. This is my second product. I started working on it in Dec 2024 and launched it officially in July. I've made five sales so far, which has been a lot of fun.
I'm open to your feedback. Thanks for reading.

value: Show HN: Linklever makes the concept of default browser obsolete

author: sltr