@lightsilver323 https://t.co/mpgY0wL4iL
The most powerful Agentic AI platform and a lot of AI automations. Completely free and open source.
Check this out and github link: https://t.co/rG80ylw1tA
@dpradhanbjp Seems like we lost another opportunity to get positive structural reforms and this thing ends here again. New face and same old problems. Unfortunate.
The next generation of elite software developers won't be the ones who write the best code.
It will be the ones who know exactly how to guide AI to build complex architectures without letting it introduce massive technical debt.
Prompting is cheap. System orchestration is expensive.
If your app breaks the moment 100 users hit it at once, it’s rarely a database issue. It’s almost always tight architectural coupling.
How to fix your backend before it chokes:
1. Decouple your Node.js API routes from heavy computation.
2. Enforce strict indexing on your MongoDB fields—stop doing full collection scans.
3. Design for network failures, not just the happy path.
Code complexity is a liability. Simplicity scales. Bookmark this for your next build.
Built a background agent task scheduler in TypeScript last month — exponential backoff, persistent execution history in SQLite, multi-channel delivery to Slack/email/dashboard when tasks complete. Basically reinvented what @proliferateai is productising, as a one-off for one platform (https://t.co/iH5vsrxTac). Lesson: this infrastructure problem is genuinely hard to get right.
If you want to try it out, self-host it, or inspect the codebase, the links are below.
I’d love to get your feedback on the SSE implementation or features you want to see next! 👇
I got tired of switching between 10 ChatGPT tabs, copying prompts, and losing context.
So I spent the last few weeks building Saar Nexus: an open-source, multi-persona AI agent workspace that runs on Bun + Hono & React.
Here is what it does differently (Thread 🧵) 👇
4/ The tech stack is built for speed:
⚡ Server: Bun.js + Hono (Streaming SSE, SQLite)
🎨 Client: Vite + React + Tailwind CSS v4 (Glassmorphism UI)
🐳 Fully Dockerized: Self-hostable in minutes with docker-compose.
Everything is MIT-licensed and free.
Saar Nexus is 100% open-source (MIT), Dockerized, and ready to deploy on a $5 VPS. Building in Public.
Star the repo and let us know what you think: 👉 https://t.co/rG80ylw1tA
Live Demo: https://t.co/k6Jg5wf50q (5/5)
AI agents are mostly toys because they operate inside a slow, sequential black box.
You prompt them, wait 30 seconds of absolute silence, and hope for a decent output.
We wanted a fast, transparent developer UX. Here is how we re-engineered Saar Nexus to solve this: 🧵👇 (1/5)
4/ Persistent SQLite Volume 💾 Most Dockerized templates wipe their databases on redeployment. We configured robust SQLite volume persistence (nexus.db) in docker-compose.
5/ Deep-link Bypass 🔗 Clean clipboard-copy authorization link to connect Slack in any browser session. (4/5)