Long-form teardowns of how I actually work, plus earlier writing on pharmaceutical supply chains.
An interactive teardown of my AI engineering stack: 43 on-demand skills, deterministic hooks that can block a tool call, 9 MCP servers, a seven-agent fleet running in parallel worktrees, model routing with the real cost math — and a lab notebook of 17 experiments, 6 of which I killed.
A field study of multi-tenant isolation for retrieval systems: why the relational silo/pool/bridge playbook misprices vector stores, how a tenant filter silently degrades recall over a shared proximity graph, and the four-axis model — storage, compute, enforcement, operations — behind a 100+ tenant deployment that cut resident memory 80%. Interactive cost model, four figures, 15 primary sources.
Discusses the dependency of the Indian pharmaceutical industry on China for APIs and potential solutions.
Highlights growth and export figures of the Indian pharmaceutical sector and increasing competition from China.