Writing
The System
Software architecture, AI-assisted development, and the engineering decisions behind what I build.
More from The System
Why AI Voices Sound Incredible for 30 Seconds and Unbearable After Three Minutes
Why Your Brain Rebels
Deterministic Software + Probabilistic Intelligence
What I learned after trying to make the combination scale.
Beyond the Monolithic Skill: Architecting Hierarchical Sub-Agents with Mixed Model Tiers
Once you have persistent memory and clean session hygiene, the next hurdle is skill design. Here is how we avoid skill fragmentation while keeping execution fast and token-efficien...
How We Cut AI Agent Token Usage by 85% with Local MCP
In Part 1, we gave our coding agent infinite memory. Here is how we used that retrieval engine to eliminate 3,000-turn marathon sessions and crush our token bill.
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