Blog Post
24 November 2025
Anthropic released Claude Opus 4.5 today. You can read the official announcement, which has all the standard benchmarks, many of which it does well on. One interesting bit from the announcement caught my eye: The model’s…
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Elsewhere
14 November 2025
Practical sequences to move AI components from chaotic incidents back to complex and complicated domains through minimum-viable mapping, rapid guardrails, and doctrine updates.
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Elsewhere
10 November 2025
Convert Wardley Maps and Cynefin playbooks into policy-as-code guardrails so AI agents can act within codified doctrine while humans handle exceptions.
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Elsewhere
5 November 2025
A new mental model that overlays Wardley Maps with autonomy bands to choreograph AI systems and human teams as capabilities evolve.
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Blog Post
1 November 2025
tl;dr: skills-to-agents automatically compiles SKILL.md into AGENTS.md. Run it as a GitHub action with a step: uses: dave1010/skills-to-agents@v1. Coding agents benefit from custom instructions and tools. The standard wa…
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Elsewhere
12 October 2025
What happens when leaders wire Stafford Beer's Viable System Model into their AI operating system?
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Elsewhere
11 October 2025
Treat large language models as co-analysts who keep Wardley Maps anchored on layered user needs instead of just today’s feature backlog.
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Elsewhere
10 October 2025
Using language models to stress-test your Wardley Maps against plausible competitor plays without drowning in hypotheticals.
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How ambient agents refactor architectures, uplift process maturity, and accelerate Wardley transitions without demanding heroics.
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Why leaders must master map positioning and build multi-play readiness as AI agents collapse the cost of optionality.
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How can AI-era leaders wield the full OODA loop to outpace autonomous competitors without losing ethical control?
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Why Wardley Mapping leaders must anticipate the accelerating evolution of software components.
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How AI-driven agency is shifting execution power to individuals and redefining leadership priorities.
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How leaders can engineer stressors across sociotechnical systems so their organisations benefit from volatility rather than collapse under it.
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How leaders prepare doctrine, data, and guardrails so AI agents can deploy Wardley plays without waiting for human hands.
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Why AI-native leadership requires living Wardley Maps that instrument decisions and feedback loops.
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Applying Cynefin's sensemaking approach to orchestrate AI systems and human teams across complexity.
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Elsewhere
14 September 2025
How AI-enabled agency lowers the cost of leadership and raises the premium on judgement and distribution.
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