#architecture

A week in Google Meet taught me something about architecture constraints. You can't brute-force performance through a browser tab.

• architecture
• product
• opinion

AI has two modes: Cognitive and Operational. Work slop comes from treating everything like Cognitive Mode. The fix is knowing when to constrain AI to data-backed execution.

• ai
• strategy
• architecture
• opinion

For weeks, the dream of bridging our underwriting models to the data warehouse felt like a fantasy. The breakthrough came when I stopped patching cracks and rebuilt the foundation.

• engineering
• architecture
• ai
• building

The first version of our document routing agent hit 37.5% accuracy. The problem wasn't the AI — it was building probabilistic inference into a step that needed to be deterministic.

• ai
• data
• automation
• architecture