Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
A security checklist for tool-using agents, MCP servers, prompt injection, secrets, file access, and approval boundaries.
How the workflow changes as traffic, users, or data volume grows. how validation, policies, refusals, and human approval reduce risk
A map of useful tools, libraries, and platform decisions. how validation, policies, refusals, and human approval reduce risk
How engineering, product, and operations teams should collaborate. how validation, policies, refusals, and human approval reduce risk
How to prepare the workflow for CI/CD and production operations. how validation, policies, refusals, and human approval reduce risk
The security and permission concerns that should be reviewed. how validation, policies, refusals, and human approval reduce risk
How to measure quality, reliability, and operational readiness. how validation, policies, refusals, and human approval reduce risk
The mistakes teams should identify before launch. how validation, policies, refusals, and human approval reduce risk
A practical checklist for building and reviewing the workflow. how validation, policies, refusals, and human approval reduce risk