Research, Preprints & Field Essays
Empirical insights, mathematical frameworks, and architectural post-mortems from the frontier of autonomous agent engineering.
The Architecture of Intelligence: The Macro-Coordination Singularity
Why the fundamental constraint on human organization has shifted from physical distribution to cognitive reception—and how the Computable Enterprise resolves the Alignment Tax.
Why 85% of Enterprise AI Projects Fail (And How to Be in the 15%)
An in-depth post-mortem on why enterprise AI initiatives stall: treating probabilistic models as raw text drop-ins rather than addressing the structural context gap and telemetry loops.
The Zero-Cost Production Fallacy & Cognitive Pollution
When text generation is free, coordination costs skyrocket. Why flooding companies with ungrounded generative drafts creates an acoustic feedback loop that paralyzes decision-making.
9 Rules for Coding with LLMs in Production
Practical, field-tested rules distilled from 2.5+ years of shipping software with LLMs as pair programmers and autonomous agent harnesses.