D-POAF Framework
D-POAF® is a governance framework for human + AI software engineering
where every decision, action, and outcome is structured, traceable,
and backed by verifiable proof.
Built for teams building with AI at scale.
🔹 Governed delivery from intent to execution
🔹 Wave-based lifecycle with built-in traceability
🔹 Proof model PoD · PoV · PoR
🔹 Human + AI collaboration by design
🔹 Audit-ready governance at every step
🌐 d-poaf.org · platform.d-poaf.org
D-POAF Framework
Waterfall gave us structure. Agile gave us iteration.
But AI is no longer just a tool used by software teams. It generates code, tests and documentation, analyzes systems, and increasingly executes complex tasks through autonomous agents. Adding AI tools to human-centered processes is no longer enough.
Human intention. AI action. Evidence. Learning. Adaptation. A new intention.
Swipe for the loop, and for who does what inside it. Full episode in the comments.
#DPOAF #AIEngineering #SoftwareEngineering
5 days ago | [YT] | 1
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D-POAF Framework
The D in D-POAF stands for decentralized. It is the most misread word in the framework.
It does not mean removing the rules. It does not mean removing authority. And it does not mean every team, or every AI agent, doing whatever it wants.
Swipe for what it actually means, and for the agent case: three actions inside the boundary, one outside it.
Full episode in the comments.
#DPOAF #AIGovernance #SoftwareEngineering
1 week ago | [YT] | 1
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D-POAF Framework
The printed copies arrived today: the 4th edition of the D-POAF Operating Guide is on paper.
AI now writes software. The open question is no longer speed, it is proof.
Proof of Delivery. Proof of Value. Proof of Reliability. Answer one, and you have proven almost nothing.
Swipe for the model. The framework itself stays free under CC BY 4.0. Written with Azzeddine Ihsine.
#DPOAF #SoftwareEngineering #AIEngineering #AI
1 week ago | [YT] | 2
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D-POAF Framework
Your feature works. That proves almost nothing.
Episode 6 breaks the word "proof" into the three questions D-POAF actually asks, and only the first one is the one most teams can answer.
Swipe for the three proofs. Full episode in the comments: 5 minutes, one real feature built by an AI agent, run through all three.
#DPOAF #AIEngineering #AIGovernance #AI
1 week ago | [YT] | 2
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