Practitioner writing on technical marketing, enterprise AI narrative, and competitive positioning. Published when there is something worth saying.
Subscribe →On Friday April 24, an AI coding agent deleted a production database and every backup in nine seconds. Plan Mode was on. The marketed guardrails were on. The architecture as designed is what failed. Governance as a feature next to the agent does not hold. It has to be fabric the agent cannot escape. A field note for anyone walking K26, AWS Summit, or any vendor floor this quarter.
The best AI automation framework making the rounds right now is measuring capability in the wrong unit. Not wrong in intent. Wrong in the same way early automobile engineers measured engine output in horsepower. When something genuinely new arrives, we reach for the nearest familiar frame. What changes with AI is not how workflows are structured. It is the requirement for human cognitive presence at each decision point. And that is a different question entirely.
From foundational ML through the GenAI wave to agentic automation. What enterprise AI actually looked like from inside the team building the narrative in real time across all three phases.
You are a technical marketer. You have a positioning deck due in six weeks. One question before you hit send on that brief: do you know where that prompt goes? Most people in this role have never seriously asked. In 2026, with agentic AI inside nearly every enterprise marketing workflow, that unanswered question is not a minor gap. It is a liability.
There is a meeting that happens inside almost every enterprise technology company. The product team has built something real. Marketing turns features into a story. The product goes to market. And the market does not respond the way anyone expected. Not a product problem. A diagnosis problem. And it is the most expensive mistake in technical marketing.
How to evaluate any AI agent demo against the architectural test. What to ask. What to watch. What to refuse to accept as proof. The deeper conversation about whether the demo is a live agent or a stage prop, and how Technical Marketers can read either in real time. The seed planted in Issue 05 grown into a working frame.
No cadence promises. No filler content. Published when there is something worth saying to the people who need to hear it.