https://reedtereski.com/blog Building autonomous AI infrastructure on consumer hardware. en-us Thu, 16 Apr 2026 09:27:12 GMT https://reedtereski.com/blog/from-side-project-to-product How a homelab project turned into an auto-data lake for AI agent memory, and what it looks like to build infrastructure that might become a company. Fri, 10 Apr 2026 00:00:00 GMT https://reedtereski.com/blog/from-side-project-to-product https://reedtereski.com/blog/why-i-quit-the-cloud Zero dollars per month on AI API calls. Local-first isn't a limitation — it's an architecture decision with real technical advantages. Sun, 05 Apr 2026 00:00:00 GMT https://reedtereski.com/blog/why-i-quit-the-cloud https://reedtereski.com/blog/local-first-voice-assistant Whisper STT, GLaDOS TTS, Gemma 4 function calling, and Home Assistant. A fully local voice pipeline across a homelab. Wed, 01 Apr 2026 00:00:00 GMT https://reedtereski.com/blog/local-first-voice-assistant https://reedtereski.com/blog/the-auto-data-lake What happens when you give a data lake a nervous system. Schema-on-read meets auto-embedding, auto-linking, and auto-clustering. Sun, 15 Mar 2026 00:00:00 GMT https://reedtereski.com/blog/the-auto-data-lake https://reedtereski.com/blog/the-overnight-chain 15 autonomous workers, a DAG pipeline, and GPU coordination on Apple Silicon. Security reviews, code reviews, and tech digests ready by morning. Sun, 01 Mar 2026 00:00:00 GMT https://reedtereski.com/blog/the-overnight-chain https://reedtereski.com/blog/building-a-brain-for-my-homelab I mapped my homelab infrastructure to neuroscience. Cortex is the hippocampus, the thalamus filters MQTT events, and the amygdala runs a nightly security review. Here's how it works. Sun, 15 Feb 2026 00:00:00 GMT https://reedtereski.com/blog/building-a-brain-for-my-homelab