Building the rails that AI workflows run on. Principal Engineer architecting the foundation for safe & scalable intelligence. ☕️ // Code #DevOps#Startups#AI
This data backs up exactly what we do in practice.
Instead of a massive AI-generated repo overview, our React Starter Kit uses an https://t.co/BzkNtWK1wQ that is strictly under 50 lines of code. Check it out here: https://t.co/kdmTb8NcZr #ReactJS#LLMs
Are https://t.co/BzkNtWK1wQ files actually helping your AI agents? 🤔
A new evaluation shows auto-generating context files actually decreases task success by 3% and increases costs by 20%+!
The takeaway? Write them yourself and keep them strictly minimal. 🧵👇
🚀 Verist v0.0.1
Verist is a determenistic workflow kernel for AI systems – built for replay, recompute, and diff.
→ No agents.
→ No hidden state.
→ No silent overwrites.
If AI decisions need to be explainable months later, this is for you.
https://t.co/2OghPKB1wP
Most APIs still ship their own SDKs, auth flows, and quirks.
But now many expose an MCP server.
So… why not just generate a typed client from that?
Same mental model. Any MCP API.
@Achu_Ashwath_@ThePracticalDev I personally use it daily to get targeted feedback on specific parts of the codebase from ChatGPT, Gemini, and Grok. Works like a charm! :)
Struggling to get ChatGPT to understand your full codebase? This dev shares their bundling strategy to provide better context for AI assistance. 📦🧠
{ author: @koistya }
https://t.co/iTofgJRv8v
Cowork is a strong signal of where agentic workflows are heading.
I've been exploring similar ideas with @sidebandtech — focusing on E2EE-first, trust-bounded workflows where files don’t have to leave the user’s control.
#Claude#ClaudeCode#AI#AgenticAI
Just launched AI Assistant for React Starter Kit 🤖⚛️
It understands the actual codebase, architecture, and patterns, not generic React advice.
Built to help you ship faster with fewer “where does this go?” moments.
#React#TypeScript#DevTools#AI
@r0ktech Using Astro for marketing pages + React/Vite/TanStack for the web apps (main app, tenant console, etc.)
Check out React Starter Kit on GitHub as an example.
No DDoS, no hack. Cloudflare outage = one small ClickHouse ACL change → duplicate features → config file too big → Bot Management module hits preallocated memory limit → entire frontline proxy crashes repeatedly. Bravo to #Cloudflare team for transparency 👏