Archive

Writing

Long-form essays live here. Short takes also appear on LinkedIn.

No essays published on this site yet.

Short takes (LinkedIn)

  1. The agent followed our instructions. It still crossed a line. - what I still review when an agent PR looks done (2026-09-01).
  2. What ISO 14001 reminded me about building AI - responsible compute from an environmental management lens (2026-08-20).
  3. Where education research is concentrating right now - EdArXiv landscape snapshot (2026-08-17).

More short takes on LinkedIn.

In progress

  1. Cognitive Debt / Augmentation vs Replacement - literature synthesis on AI in embedded EdTech (eBook, LMS, study plans, self-learning tools).
  2. Open program-occupation alignment score - worked CIP / O*NET example (demo score ~57). Planned as a public article and contribution package.
  3. Agentic SDLC manifesto - long-form companion to /agentic-sdlc.
  4. Self-hosted LLMs for engineering orgs - governance and adoption notes.