Writing
Essays, analysis, and notes on applied AI, digital assets, investigations, and the systems around them.
- Sep 27, 2026 · AI Context Architecture: Designing AI Systems That Know What to Question A mature AI system knows which rules are fixed, which decisions are provisional, and when review is required. Context architecture makes that explicit.
- Sep 26, 2026 · AI AI Agents Need Exploration Mode and Execution Mode Reliable execution needs stable boundaries. Useful research needs permission to challenge assumptions. One mode for both produces rigidity or risk.
- Sep 24, 2026 · AI Guardrails Are Not Assumptions: A Context Hierarchy for AI Agents Security controls, architecture, and product hypotheses should not carry equal authority. A context hierarchy keeps boundaries firm and questions reviewable.
- Sep 23, 2026 · AI AGENTS.md Is Not Just Documentation Persistent agent instructions do more than describe a repository. They shape which options an AI weighs, what it avoids, and what becomes operating policy.
- Sep 22, 2026 · AI Awareness Before Architecture: The Hidden Risk in Agentic Systems Agentic systems can turn a vague idea into infrastructure before anyone tests it. Awareness before architecture stops fast commitment to the wrong thing.
- Sep 21, 2026 · AI The Work Behind AI That Looks Like Wasted Time Refining an AI workflow looks unproductive against one task. Across repeated work, context, checks, and judgment become an asset that makes output less fragile.
- Aug 4, 2026 · AI If You Still Babysit Every Output, You Do Not Have an Agent Most launches labelled AI agent are chatbots in costume. A real agent is architecture: goals, tools, permissions, memory. Map the workflow, not the label.
- Jul 28, 2026 · AI Guardian Agents: Autonomy Without Oversight Is Just Faster Risk Few firms have shipped AI agents, most plan to. Hallucination rates and breach data agree: autonomy without a second loop is exposure, not scale.