Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
Opinionated engineering notes for practical AI and software delivery. how skills, MCP, review loops, and tests improve software delivery
How the workflow changes as traffic, users, or data volume grows. how skills, MCP, review loops, and tests improve software delivery
A map of useful tools, libraries, and platform decisions. how skills, MCP, review loops, and tests improve software delivery
How engineering, product, and operations teams should collaborate. how skills, MCP, review loops, and tests improve software delivery
How to prepare the workflow for CI/CD and production operations. how skills, MCP, review loops, and tests improve software delivery
The security and permission concerns that should be reviewed. how skills, MCP, review loops, and tests improve software delivery
How to measure quality, reliability, and operational readiness. how skills, MCP, review loops, and tests improve software delivery
The mistakes teams should identify before launch. how skills, MCP, review loops, and tests improve software delivery
A practical checklist for building and reviewing the workflow. how skills, MCP, review loops, and tests improve software delivery
A system-design view for planning production implementation. how skills, MCP, review loops, and tests improve software delivery