Field Notes
Field Notes: Production AI.
Writing on what it takes to run AI in production, from the author of AgentMesh, Bulwark and ARGUS-AI.
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Writing on running AI in production. Each piece is published first on the channel linked and listed here so it is easy to find. Subscribe to get new issues by email.
Aug 2026Three Rooms, One Question: What August Taught Me About Why AI Does Not Pay for Itself
Essay on anilsprasad.com.
85% of Our LLM Calls Never Reach the Model
Introduces AgentMesh, an AI governance proxy. Figures in the article come from the author’s own test setup. On Medium.
The Web Is Now Weaponized Against Your AI Agents
On prompt injection and agent security, behind the Bulwark framework. On Medium.
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Field Notes: Production AI
Hand-written notes on evaluation, agent security and AI in regulated industries.
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Research and open-source work: research, products. Looking for help applying this? See consulting.