AI systems that survive production
Most AI agents in production are demos with extra steps. I help teams build the ones that aren't.
I'm Bhanu Chaddha. I work with teams putting AI agents and RAG into production: the parts that hold up once the demo is over.
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- Agents in Production
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- The Delivery Layer
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- Structured Thinking
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- The AI Agent Playbook
Fifteen years building distributed systems before AI is why the production critique lands. About me
What I write about
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Structured Thinking · part 1
The Pyramid Principle says lead every email, deck, or update with the conclusion, then support it underneath. Here's why readers who scan need that order.
Your LLM Judge Is Not Neutral. It Has Opinions You Never Asked For.
Agents in Production · part 11
LLM judges have measured biases toward length and confident wrong answers. Check yours against real human labels before it gates anything you actually ship.
Your Architecture Review Is a Negotiation
The Delivery Layer · part 2
A review meeting looks technical but runs as a social auction. The research shows the risk most likely to ship is the one raised quietly by whoever has the least standing in the room.
Two-Thirds Use AI. Seven Percent Actually Use It.
Two-thirds of Danish SMEs use AI tools, but only 7% have AI built into an actual process. The gap is depth, not adoption, and it is where the real work is.
Working on something in this space? I'm happy to talk it through.