Florian Horner Blog

Seller at AWS. I orchestrate AI coding agents to ship production software, then write about what that takes.

The core loop: Conductor (parallel workspaces) · gstack (skill pipelines) · Claude Code (authoring) · Codex + CodeRabbit (adversarial review) · CLAUDE.md (the constraint layer).

Around it: GitHub Actions as the mechanical gate (commit-lint, claim verification, release guards) · Perplexity for research · MemPalace for cross-session memory · browser automation for QA and scraping · Cursor here and there.

I also run a Home Assistant setup that the agents are not allowed to restart without asking. Because they did. In the middle of the night. Fun.

What I build

The thread through all of them: moment-of-magic interfaces. I chase a precise moment of help at the instant it's needed, everything else subtracted.