automation
3 posts
Article
Why Cloudflare CLI Automation Fails Without Verification
Cloudflare CLI automation fails without verification. This post explains why input validation, output checking, and idempotency are essential for reliable deployments-without speculative claims or exaggerated risks.
Article
Agents Need Orchestration
Managed agents aren't plug-and-play. Real reliability comes from structured pipelines with validation, state tracking, and fallbacks-no exceptions.
Article
Claude Code's System Prompt Is a Production AI Agent Blueprint
Claude Code's system prompt is a working engineering spec for production AI agents. Six concrete patterns for context isolation, tool selection, parallelism, error recovery, memory, and blast radius management.