Research

Personal context is a primitive, not a feature. A note on the substrate that should sit between people and their agents — the primitives that compose it, and the open questions that decide whether it is real.

• personal intelligence
• architecture
• thesis

What outbound sales teaches the field about production agent systems: orchestration under real constraints, buyer-intent modeling, and the handoff from agent to human.

• agents
• revenue operations
• orchestration

Early thinking on the data layer a personal-intelligence substrate would need: what to store, where it lives, and who holds the keys.

• data engineering
• technical note

Early thinking on evaluation for production agent systems, where the interesting failures happen between steps rather than inside them.

• evaluation
• agents
• technical note