AI & SystemsWhy Does LegalMind Use 9 AI Agents Instead of Just One?
A single AI agent can't cover Indian corporate law, tax, labour law, and IP at once. Here's why I built 9 specialists that argue it out instead.
September 20267 min read
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Systems I Build
Production engineering — the architecture, scale, and failure modes behind systems I have actually shipped.
AI & SystemsAI & SystemsWhy My RAG System Kept Giving Wrong Answers (Until I Fixed These 5 Things)
I built a RAG system that worked great in the demo, then fell apart in production. Here's what was actually wrong, and how I fixed it.
December 20258 min read
AI & SystemsHow Do You Run 50,000 Browser Automation Tasks a Day Without It All Breaking?
We needed 50K+ browser tasks a day at 99.9% reliability. Here's the architecture that actually got us there.
October 202510 min read
AI & SystemsWhy I Ditched Flask and Never Looked Back
We moved from a Flask monolith to FastAPI microservices and cut response time by 40%. Here's exactly what changed.
August 20257 min read
AI & SystemsWhat Happens When Your Only LLM Provider Goes Down?
Depending on one LLM provider is risky. Here's how we built fallbacks across GPT-4, Claude, and Gemini without losing our minds.
June 20256 min read