Explore My Thoughts
Latest Technical Writings
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- How to Actually Evaluate Your AgentsA layered approach to agent evaluation: from deterministic checks and trajectory evals to LLM-as-judge and human review.May 10, 2026 Agentic AI
- Context, Amnesia and Wrong Turns: Building a Multi-Agent System, Part 3Three things that broke in production and exactly how I fixed themApr 26, 2026 Agentic AI
- Plan and Execute: Building a Multi-Agent System, Part 2Why we stopped routing agents one step at a time and compiled the full pipeline upfrontApr 24, 2026 Agentic AI
- The Shadow Annotator Pattern: Building a Multi-Agent System, Part 1How splitting conversation and understanding into two changed everythingApr 22, 2026 Agentic AI
- Database Sharding and Consistent HashingWhy a single database eventually stops being enough, how sharding splits data across multiple nodes, and why consistent hashing is the elegant solution to the painful problem of adding or removing shards.Apr 19, 2026 System Design
- CQRS and Event SourcingWhat CQRS is and why it separates reads from writes, what Event Sourcing means when you store events instead of state, how they fit together, and the real tradeoffs before you reach for either pattern.Apr 19, 2026 System Design
- Kafka Partition Skew: Hot Keys, Starvation, and How to Fix ThemWhy Kafka partitions become unequal, what happens when one partition hogs all the work, and the concrete strategies teams use to fix hot keys, rebalance load, and prevent consumer starvation.Apr 18, 2026 System Design
- What Nobody Tells You About Building Production Agents with LangGraphThings that bit me building production agents with LangGraphApr 12, 2026 Agentic AI
New Life Experiences
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- A Chill Trip to UttarakhandA relaxed Uttarakhand travel story filled with train journeys, hill roads, temples, lakes, and a lot more walking than planned.Jan 26, 2026
- Welcome to My Life ExperiencesAn introduction to this section where I'll be sharing travel stories, personal reflections, and meaningful life experiences.Dec 21, 2025