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Governing AI-DLC, Part 1: Your Backlog Becomes a Queue of Human Decisions

Every tracker ever built assumes the expensive part of software is writing it. Agents broke that assumption, and it takes project management with it — the board, the metrics, the job titles, and the screen where somebody clicks approve forty times a day.

  • AI-DLC
  • Governance
  • Agentic Security
  • Secure by Design
Sunday, September 20, 2026 | 10 minutes Read
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Governing AI-DLC, Part 2: Security Gaps in AI Delivery Platforms, and How to Close Them

AWS has shipped the most serious platform yet for running delivery with agents — approval gates, automatic checks, full traceability. Then it stores the thing that defines those gates as editable data in an admin panel, and nothing checks the change that removes a check.

  • AI-DLC
  • Governance
  • Agentic Security
  • Secure by Design
  • Guardrails
Sunday, September 20, 2026 | 12 minutes Read
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Governing AI-DLC, Part 3: How to Know Your AI-Assisted Delivery Is Actually Safe

Story points measured how much a team could build. Machines settled that question. The number worth watching now is how much safety you get per minute of human judgement — and the checks that produce it turn out to have a proper name, and a hundred years of theory behind them.

  • AI-DLC
  • Governance
  • Agentic Security
  • Secure by Design
  • Guardrails
Sunday, September 20, 2026 | 12 minutes Read
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Threat Modeling Agents with MAESTRO: The Danger Is in the Hops, Not the Boxes

STRIDE asks what can go wrong with an element. An agent is a process, a data store, a data flow and an actor at the same time, so the question stops parsing. A full seven-layer model of a system that clears supplier invoices — and the six-hop chain that paid one, with every control green.

  • Agentic Security
  • Threat Modeling
  • MAESTRO
  • Secure by Design
  • Guardrails
Friday, September 11, 2026 | 22 minutes Read
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Securing AI-DLC: Process Integrity Is Not Product Security

AI-DLC gives you the strongest process integrity I have seen in any methodology — approval gates, audit shards, element-level traceability. None of it tells you the code is safe. Those are different claims, and closing the gap phase by phase is the work.

  • AI-DLC
  • Agentic Security
  • Secure by Design
  • Threat Modeling
  • Guardrails
Monday, August 31, 2026 | 10 minutes Read
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The Security Coach for AI Agents

Every team debating whether to trust the model has already made the decision that matters: where the boundary lives. A prompt is a promise. A tool interface is a constraint. Four patterns for telling them apart.

  • Agentic Security
  • LLM Security
  • Threat Modeling
  • Guardrails
Tuesday, August 25, 2026 | 8 minutes Read
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Liability Notice: Everything published here is my own work and my own opinion. Nothing on this site represents the views of my employer, its customers, or any organisation I work with. No customer name, customer data, or confidential material appears anywhere on this site.


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