Writing
- What 40,000 court judgments taught me about distributed systems
Kafka partitions, idempotent consumers and backpressure, learned the hard way while building an ingestion pipeline for a legal retrieval system.
- Orchestrating AI agents without losing the plot
Planner and worker agents, explicit state, tool contracts and the unglamorous checks that make multi-agent systems dependable in production.
- Finding the right citation, not just a similar one
Why vector search alone fails lawyers, and the hybrid retrieval and verification pipeline that gets citations right for Indian judgments.
- Putting agents into manual workflows: email, bookings, support
Where AI agents actually pay off in everyday operations, how to introduce them without breaking trust, and the mistakes I keep seeing.