Posts

All the articles I've posted.

• Agent-Ready Websites: The 5-Layer Implementation Stack

  9 Aug, 2026

  Your website serves two audiences now: humans reading HTML and agents calling tools. Measure agent readiness across five layers and learn what to ship first.

• AI SDLC Governance: Three Layers for Engineering Leaders

  4 Aug, 2026 • Updated 18 Aug, 2026

  A three-layer governance stack (comprehension, review gate, and observability) gives engineering leaders measurable control over AI-generated code volume.

• How Does Context Engineering Drive Multi-Agent Reliability?

  24 Jul, 2026 • Updated 5 Aug, 2026

  Context engineering turns AI context into infrastructure, preventing the accumulation, starvation, and leakage failures that undermine multi-agent reliability.

• Open-Weight LLMs Reach the Structured Output Quality Ceiling

  8 Jul, 2026 • Updated 10 Jul, 2026

  Open-weight models now match closed-source on structured output at 95x lower cost. Pre-registered blind eval, 30 samples, zero quality delta.

• AI Approval Gates: Engineering Oversight at Machine Speed

  11 Jun, 2026 • Updated 7 Jul, 2026

  AI approval gates: reversibility-tiered human-in-the-loop design with four health metrics that prevent reviewer atrophy at machine speed.

• AI Adoption in Engineering: Breaking the 50% Plateau

  29 May, 2026 • Updated 1 Jun, 2026

  Purpose-built AI tooling cuts per-task cost 21-68%. Three-cohort model and four-phase operating framework for engineering leaders past the 50% adoption plateau.