schema_version: 1
series:
  id: ai-assisted-engineering-reliability
  name: AI-assisted Engineering
  version: 1
  default_language: en
  source_of_truth: docs/article_index.yaml

articles:
  - id: A01
    series_position: 1
    title: Prompt Is Not a Workflow Engine
    slug: prompt-is-not-a-workflow-engine
    published: 2026-05-13
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: not_available
    category: [workflow, governance]
    keywords: [prompt, workflow, ai]
    summary: Prompt engineering cannot replace workflow governance.
    research:
      external_refs: []
    aiwf_topics: [workflow governance, deterministic validation]

  - id: A02
    series_position: 2
    title: Producing Work Is Not Completing Workflow
    slug: producing-work-is-not-completing-workflow
    published: 2026-05-23
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: not_available
    category: [workflow, completion]
    keywords: [work product, workflow completion, validation]
    summary: Producing work is different from completing a workflow.
    research:
      external_refs: []
    aiwf_topics: [completion state, evidence]

  - id: A03
    series_position: 3
    title: AI Can Produce Work, But What Counts as Evidence?
    slug: ai-can-produce-work-but-what-counts-as-evidence
    published: 2026-05-30
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: not_available
    category: [evidence, validation]
    keywords: [workflow evidence, validation, engineering work]
    summary: The argument moves from generated output to Workflow Evidence.
    research:
      external_refs: []
    aiwf_topics: [workflow evidence, validation scope]

  - id: A04
    series_position: 4
    title: The Most Overlooked Problem in AI-Assisted Engineering
    slug: the-most-overlooked-problem-in-ai-assisted-engineering
    published: 2026-06-06
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: not_available
    category: [engineering reliability, governance]
    keywords: [ai-assisted engineering, workflow, governance]
    summary: The overlooked problem is workflow governance, not model capability alone.
    research:
      external_refs: []
    aiwf_topics: [workflow governance, engineering reliability]

  - id: A05
    series_position: 5
    title: Completion Needs Evidence, Not Confidence
    slug: completion-needs-evidence-not-confidence
    published: 2026-06-14
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: not_available
    category: [completion, evidence]
    keywords: [completion, evidence, confidence]
    summary: Completion claims should be supported by evidence rather than confidence.
    research:
      external_refs: []
    aiwf_topics: [completion gate, evidence]

  - id: A06
    series_position: 6
    title: A Healthy Workflow Sometimes Says No
    slug: a-healthy-workflow-sometimes-says-no
    published: 2026-06-27
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: not_available
    category: [workflow governance, engineering reliability]
    keywords: [fail closed, completion gate, workflow rejection]
    summary: A healthy workflow refuses completion when the evidence is insufficient.
    research:
      external_refs: []
    aiwf_topics: [fail closed, completion gate]

  - id: A07
    series_position: 7
    title: AI-Assisted Engineering Needs More Than Long Context
    slug: ai-assisted-engineering-needs-more-than-long-context
    published: 2026-07-24
    status: published
    channels:
      linkedin: published
      github_pages: published
      zh-Hant: not_published
      pdf: available
    category: [ai-assisted engineering reliability, long context]
    keywords: [long context, workflow evidence, correction history, runtime enforcement]
    summary: Long context cannot replace Workflow Evidence, correction history, or runtime enforcement.
    research:
      external_refs: [TRACE, TRACER, From Papers to Progress]
    aiwf_topics: [workflow evidence, deterministic workflow governance, runtime enforcement]