AI Adoption Guides
Practical guidance for adopting AI-first engineering practices.
3 articles
Practical Guidance for Adopting AI-First Engineering Practices
A practical path for engineering leaders bringing AI-native practices in-house — where to start, what to measure, and the governance questions to answer before you scale it.
August 14, 2026
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7 min read
Choosing Your First AI Pilot Workflow: A Decision Framework
The workflow you pick for your first AI pilot determines whether the rollout succeeds or stalls. A practical framework for picking correctly the first time.
August 13, 2026
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6 min read
AI Governance Basics: Guardrails Every Engineering Org Needs
Governance isn't a compliance afterthought bolted onto AI adoption — it's the difference between a rollout that survives its first incident and one that doesn't. The minimum guardrails every engineering org needs before scaling AI-assisted development.
August 12, 2026
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6 min read
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