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Blog: The Quiet Revolution — Agentic PR Reviews#45

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Blog: The Quiet Revolution — Agentic PR Reviews#45
diberry wants to merge 6 commits into
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blog/agentic-pr-reviews

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@diberry diberry commented May 22, 2026

Goal

Add blog post exploring the value of agent-led PR reviews vs traditional human reviews.

Key themes

  • Reasoning quality in agent review comments
  • PR description as canonical contract
  • Feedback loop that compounds over time
  • The LGTM problem and what it costs
  • Professional/impersonal tone as a feature
  • Reviews captured in perpetuity (the 'why' record)

Status

  • Draft written (~7,500 words)
  • Images generated (6 watercolor placeholders ready)
  • Brand review (Fozzie)
  • Final polish

Notes

  • Post is marked \draft: true\ — won't publish until removed
  • Branch created from origin/main

diberry and others added 6 commits May 22, 2026 06:50
Add new blog post exploring the value of agent-led PR reviews versus
traditional human reviews. Covers:
- The LGTM problem and its hidden costs
- PR description as a canonical contract
- Reasoning-rich review comments vs rubber stamps
- The feedback loop that didn't exist before
- Professional and impersonal tone as a feature
- Capturing the 'why' in perpetuity

Includes 6 image placeholders with watercolor PNW style prompts,
a Mermaid feedback-loop diagram, and PR description template examples.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Cold plunge opening: start with PR #8648 and Statler's subscription flag
- Added real specifics: Sam/Statler/Scooter agents, Squad v0.9.4, PR #8648, tools-list.json
- Removed all 'I want to be...' pre-announcements (6 occurrences)
- Removed all 'Here's what I discovered' pivots (3 occurrences)
- Removed AI vocabulary: qualitatively different, compounding effect, psychological safety,
  tribal knowledge, institutional knowledge, systematically, occludes signal
- Reduced PNW metaphors: removed fog/lighthouse/tidal prose; kept one brief reference
- Replaced literary headings with practical action-oriented ones
- Embedded limitations inline instead of quarantined pro/con section
- Replaced warm CTA with practical template + Squad CLI command
- Broke rhetorical triads into asymmetric, punchy observations

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
- Rewrote 2026-05-22-agentic-pr-reviews.md to focus on own Squad agents
  (Sam, Statler, Scooter), PR #8648 walkthrough, PR description template,
  and feedback compounding loop within own workflow
- Created 2026-05-22-cross-team-agent-reviews.md for the external/cross-team
  angle: receiving reviews from agents you don't control, standards transfer
  across team boundaries, the SME problem, and audit value when cross-team
- Both posts are self-contained deep dives with draft: true
- Image distribution: cross-team post gets cross-team-standards-transfer,
  psychological-safety, captured-in-perpetuity, nooksack images; own-squad
  post keeps hero, before-after, pr-description-as-contract, author-mindset

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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