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.github/linters/.codespellrc

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[codespell]
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skip = ./.github/linters
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ignore-words-list = afterall
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ignore-words-list = afterall,skelton,erformance

src/docs/Ways-of-Working/continuous-x-and-continuous-ai.md

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The cleanest authoritative taxonomy. From [DevOps Dojo White Belt Foundation](https://learn.microsoft.com/en-us/training/paths/devops-dojo-white-belt-foundation/):
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| # | Practice | What it covers |
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|---|----------|----------------|
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| --- | ---------- | ---------------- |
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| 1 | Continuous Planning | Lean product, hypothesis-driven dev, backlog management, OKRs |
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| 2 | Continuous Integration | Trunk-based dev, automated build & test on every commit |
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| 3 | Continuous Delivery | Every commit potentially releasable; automated pipeline to prod |
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### Full inventory with provenance
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| Practice | Origin / canonical source |
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| **Continuous Integration** | Coined in Grady Booch's 1991 method; popularised by XP and [Martin Fowler's 2006 article](https://martinfowler.com/articles/continuousIntegration.html). |
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| **Continuous Delivery** | Jez Humble & David Farley, [*Continuous Delivery*](https://continuousdelivery.com/), 2010. |
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| **Continuous Deployment** | Every passing build deploys to prod with no human gate (vs. CD which only makes it *deployable*). |
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### Continuous AI vs. its cousins
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| Term | What it is |
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| **Continuous AI** | AI participating *in* the SDLC continuously (review, docs, triage, fault analysis). The AI is the actor. |
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| **MLOps** | CI/CD/CT *for* ML models — training, evaluation, deployment, monitoring. The model is the product. |
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| **LLMOps** | MLOps specialised for LLM apps: prompt versioning, evals, retrieval, guardrails, cost/latency monitoring. |
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### How Continuous AI augments each Continuous X practice
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| Traditional practice | Continuous-AI augmentation | Example tools (2025) |
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| Continuous Integration | AI summarises broken builds; suggests fixes | GitHub Copilot Workspace, Sweep |
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| Continuous Delivery | Agents drive multi-step deploys; AI-authored release notes | GitHub Copilot agents, Devin |
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| Continuous Testing | Test generation, flaky-test detection, auto-repair | Diffblue, Qodo (CodiumAI), Meta TestGen-LLM |

src/docs/Ways-of-Working/devops-reference.md

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### The Canon (Books)
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| 1 | **The Phoenix Project** | Gene Kim, Kevin Behr, George Spafford | 2013 | The novel that introduced DevOps to mainstream. Source of the Three Ways. [itrevolution.com/product/the-phoenix-project](https://itrevolution.com/product/the-phoenix-project/) |
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| 2 | **The Unicorn Project** | Gene Kim | 2019 | Sequel from the developer's perspective; flow state, psychological safety, Five Ideals. |
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| 3 | **The DevOps Handbook** (2nd ed.) | Gene Kim, Jez Humble, Patrick Debois, John Willis | 2016/2021 | Practical companion to Phoenix Project. The reference implementation guide. |
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The evidence-based standard for DevOps performance. Source: Forsgren/Humble/Kim research, now part of Google Cloud.
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| Metric | What it measures | Elite performance |
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| **Deployment Frequency** | How often you deploy to prod | Multiple per day / on-demand |
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| **Lead Time for Changes** | Commit → production | < 1 hour |
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| **Change Failure Rate** | % of deploys causing problems | 0–15% |

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