LLM engineering
15 posts
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.
Article
The Real Architecture Behind Reliable AI Systems
Reliability in AI systems comes not from smarter models or autonomy, but from deterministic control, validation, and predictable failure recovery-patterns already proven in real-world production environments.