Writing
Long-form essays on agent architecture, calibration, and the patterns that hold up in production.
Featured
The geometric framing that ties context decay, retrieval failure, memory architecture, and agent calibration into one system. · 12 min · 2026-04-26
Two-tier memory for production agents: what chat systems don’t tell you
An architectural pattern for agents that need to remember across sessions without choking on their own context. · 13 min · 2026-04-26
A practitioner’s tier ladder for self-locating an AI initiative — and the diagnostic that names the canonical enterprise failure in three questions. · 18 min · 2026-04-26
More essays
Attention management: routing between native LLM capability and augmented skills and tools
What a production agent system decides at every step — when to trust the model, when to reach for a skill, when to call a tool. · 9 min · 2026-04-26
The context window is a battery: surviving compaction on long-running agents
What happens to your calibration when the context fills up, why compaction drops the work you need most, and the operational discipline that protects you from it. · 7 min · 2026-04-26