Receipt-Gated Pipelines
Cryptographic Verification of Tool-Call Claims in Multi-Agent LLM Systems

Debate Degrades Reasoning
Single-round debate degrades LLM reasoning in symmetric settings — 2,100 evaluations, 11 conditions, two benchmarks

Structure Beats Scale
How Structured Review Outperforms Brute-Force Generation in LLM Code Synthesis

The Honesty-Engagement Tradeoff Is a Measurement Failure
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The Factuality Ladder
April 1, 2026 · 12 min read

Building ClawClamp: Autonomous AI Agents Without Losing Sleep
March 29, 2026 · 5 min read

Your AI Tools Are Lying to You (And Each Other)
March 18, 2026 · 5 min read

Structure Beats Scale
March 11, 2026 · 11 min read

The Only Limit Is Noticing
February 28, 2026 · 9 min read

What I Learned Running 19 Sprints With AI Agents
February 20, 2026 · 12 min read

Today I Stopped Babysitting AI Agent Teams and Started Coaching Them
February 18, 2026 · 11 min read

How I Let Robots Build My Encryption App
February 17, 2026 · 11 min read

What I write with
August 21, 2025 · 8 min read

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