Closed Loop

Writing

Articles

Long-form, evidence-first write-ups of the AI systems Closed Loop builds and runs: what was built, what broke, and the rule each failure produced.

01

Graph Engineering: A Dev Workflow You Can Drive From a Browser

Model an agentic engineering workflow as an explicit graph — states, guarded edges, a dependency DAG, and questions as gates — then give the human a web console that projects it.

graph-engineeringagentic-systemsclaude-codedeveloper-experience
02

Folders Are States: Building an Autonomous Dev Loop with Claude Code

Turn an LLM coding assistant from a chat window you babysit into a background co-worker that clears your backlog and proves its work with screenshots.

claude-codeagentic-systemsautomation