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I wrote four bash scripts to orchestrate Claude Code agents in parallel. Three days later: 236 files changed, 271 commits, and a fully migrated codebase.

Part 5 of my Home Assistant AI journey: I promised to build auto-create automations. Instead, I shipped 6 releases in 3 days - none of which were the feature I said I'd build.

Part 4 of my Home Assistant AI journey: How I turned the automation-finder Python script into a proper HA integration with config flow, sensors, and services.

I wrote four bash scripts to orchestrate Claude Code agents in parallel. Three days later: 236 files changed, 271 commits, and a fully migrated codebase.

How I used multi-agent AI patterns to review 1800+ lines of Home Assistant YAML, find dead automations, and connect Claude Code to my home automation system.

Part 5 of my Home Assistant AI journey: I promised to build auto-create automations. Instead, I shipped 6 releases in 3 days - none of which were the feature I said I'd build.

Part 4 of my Home Assistant AI journey: How I turned the automation-finder Python script into a proper HA integration with config flow, sensors, and services.

Part 3 of my Home Assistant AI journey: Using Python to mine your logbook for manual actions that should be automated.

What actually happened when I tried to implement the plan from Part 1. YAML anchors beat custom preprocessors, and one responsive dashboard replaced three.