Claude Code playbook
The exact workflow I use to ship production code fast: plan files, voice-locked CLAUDE.md, subagent use, verification checklist.
Claude Code workflows, MCP server prototypes, agent experiments, and short technical write-ups. Everything here is shipped when it matters and abandoned when it does not.
The exact workflow I use to ship production code fast: plan files, voice-locked CLAUDE.md, subagent use, verification checklist.
Repurposed an older laptop as a standalone AI runtime. Linux Mint, Docker, OpenClaw, remote-managed over SSH and Tailscale, phone-accessible via a locked-down Telegram front-end. Kept off the main workstation on purpose.
When agents earn their keep, when a script does the job better, and the questions I ask before building one. Patterns from production work, not theory.
Production deep-dive on a shipped component: prompt design, confidence threshold, fallback to manual entry, and how the scanner sits inside the POS flow without blocking checkout.
Two write-ups live, more in the pipeline. Start with the production AI vision deep-dive or the self-hosted agent rig.