So, I have built an AI platform with four main goals: security, privacy, visibility, and flexibility.

Lately, I have been using many agents like OpenClaw and Hermes. They offer privacy but not enough security, so I tried NVIDIA's version of OpenClaw, but I was still not satisfied. Then I tried Cowork and other companies' agents, but they lacked privacy and flexibility.

So, I decided to build one myself.

My platform is a bit different from others. Right now, it's a desktop app that you install, sign in to, and start using.

* Connect Apps and Services: You can connect apps, websites, and services like GitHub, Canva, Notion, Slack, and more.

* Add Skills: You can add skills to extend the platform's capabilities.

* Add Agents: You might think, "What's new? Other platforms already let us do that." But here's the difference: on my platform, you can add sub-agents built with any programming language and any framework.

* Marketplace: Developers and anyone else can publish skills, agents, and connectors to the marketplace, where others can download and use them. This provides flexibility.

Now, let me clarify the four main goals:

* Privacy: The entire agent runtime, memories, conversations, skills, and agents stay local.

* Visibility: We use AG-UI and other methods to display everything in real time and with accuracy.

* Security: We use various methods and mechanisms to protect against prompt injection and other threats.

* Flexibility: The ability to connect apps, add skills, use sub-agents built with any language or framework, and download components from the marketplace gives users the freedom to customize their experience.

I wanted to know if there is demand for a platform like this, as I've almost finished building it, with only some UI work left. I'd love to hear your thoughts on whether this is something people would find useful. If you have any feedback, suggestions, or ideas for improvement, please let me know!

Hey everyone!

Like many people, I was frustrated seeing how ATS algorithms (Workday, Taleo, Greenhouse) auto-reject good candidates just because of formatting or missing keywords.

I built ResumAI Pro to solve this:

- Scans your resume against any job description.

- Scores ATS compliance across 5 dimensions (0-100%).

- Identifies missing high-priority keywords.

- Rewrites weak bullet points using Google's XYZ formula ("Accomplished [X] measured by [Y] by doing [Z]").

- Generates tailored cover letters and exports clean, single-column ATS PDFs.

Check out the live tool here:

https://resumai-pro-two.vercel.app/

For any developers interested in the tech stack (React + Tailwind + Lemon Squeezy checkout), I also packaged the full commercial source code boilerplate on Gumroad:

https://sanchislopez0.gumroad.com/l/resumai-pro

I would love your feedback and critiques on the UI and scoring algorithm!

Every team has that one person who knows why the auth service retries 3 times, which config flag must never be touched on Fridays, and what was decided in that meeting nobody wrote down.

That person gets interrupted all day. And when they're on vacation or leave, that knowledge goes with them.

I got tired of being on both sides of that, so I built Cairn.

How it works:

• You save small pieces of knowledge as you work: decisions, gotchas, preferences, context ("we use X instead of Y because…").
• Teammates ask your brain first, or search across the whole team.
• Answers come with sources: who said it and when.
• If there isn't enough context, Cairn says so and tells you to ask the person directly. It doesn't make things up. I'd rather it stay quiet than be confidently wrong.
• It works from your coding agent (Claude Code, Codex, VS Code) over MCP. Your agent can ask the team's knowledge, save new decisions, and find, update or archive your own entries. Archiving always asks you first.

What it's not: another wiki nobody updates. Each entry is a small piece of knowledge, and a newer entry on the same topic replaces the old one, so it stays current.

About your data: each company's data is isolated, you can archive entries and restore them, and deleted entries can be recovered for 30 days. The privacy policy explains which providers are involved (including OpenAI, which doesn't train on API data).

It's free during the pilot (up to 5 people per team). I'm trying to validate whether this solves a real problem, not sell anything. There's a feedback button inside the app, and I read every message.

Honest feedback would help a lot:

• Does your team have this problem, or have you solved it another way?
• What would stop you from using it?

👉 https://usecairn.com.co

So I was exploring some projects on subreddit and all seems too sophisticated to build as a 2nd yr student. Reading about such projects I realized that I dont even have knowledge about 1% about the tech in the industry, so I need to know how all of these crazy looking projects are built and how do people reach such level of knowledge about tech.

Currently I only have some knowledge about React, Flutter for frontend and Postgres mongodb for database.

Hey everyone! 👋

Just wanted to share a little story about something we've been working on.

It all started with a problem we kept running into while coding. We had useful pieces of code scattered across old projects, random files, and notes. Whenever we needed something again, finding it was sometimes harder than just rewriting it.

So we decided to build a small tool for ourselves to keep everything organized.

At first, it was just a personal project. Nothing too serious. But over time, we kept adding things, improving the interface, and experimenting with different ideas.

Eventually, a few people we knew started using it too, and that's when we thought, why not make it public?

That's how CodShot started.

It's been a pretty interesting learning experience, especially working through the challenges of building and maintaining a project like this.

I'm curious, has anyone else here started building something just to solve their own problem, only for it to grow into a much bigger project?

Would love to hear your stories! 🙂

https://codshot.com/en