Blog categories
Categories separate current AI platform writing from the restored technical archive. They are kept deliberately simple: enough structure to browse the corpus without forcing old essays into a taxonomy they were never written for.
For the current series foundation and its content-aware taxonomy, start at AI Platform .
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Agentic Engineering
GitHub-native agent workflows, repo readiness, review loops, and human-supervised automation.
7 posts
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AI Maturity
Safe delegation capacity, adoption phases, operating models, and the organizational mechanics of agentic engineering.
12 posts
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AI Platform Engineering
Control planes, context systems, evaluation gates, MLOps, CI guardrails, and production feedback loops for AI-enabled engineering.
3 posts
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AI Platform Strategy
Operating-model, investment, ownership, adoption, and evidence decisions for AI platforms.
5 posts
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AI Product Engineering
Product experiments, evaluation paths, feedback loops, and production boundaries for AI-enabled product delivery.
2 posts
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Archive essays
The preserved demming.dev writing corpus: Haskell, numerical methods, databases, software correctness, and systems thinking.
9 posts
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Platform and SRE Governance
Reliability guardrails, rollback discipline, policy-as-code, Terraform boundaries, and operational ownership.
2 posts
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Spec-Driven Development
Specifications, acceptance evidence, traceability, and review contracts that keep intent legible through delivery.
1 post