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Agents tripled commits, but releases only rose 30%: 6 places the extra code piles up before it ships in 2026
Anna
Anna
Anna
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Nov 13
Agents tripled commits, but releases only rose 30%: 6 places the extra code piles up before it ships in 2026
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ai
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productivity
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codereview
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softwareengineering
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9 min read
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23 open-source projects now refuse AI-generated PRs: 6 things their policies say reviewers are tired of in 2026
Dave Barron
Dave Barron
Dave Barron
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Nov 13
23 open-source projects now refuse AI-generated PRs: 6 things their policies say reviewers are tired of in 2026
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opensource
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ai
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codereview
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github
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9 min read
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GitHub Actions has lockfiles now, and pull_request_target gets blocked on Dec 2: 7 workflow changes to catch in review in 2026
Anna
Anna
Anna
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Nov 13
GitHub Actions has lockfiles now, and pull_request_target gets blocked on Dec 2: 7 workflow changes to catch in review in 2026
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github
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security
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devops
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codereview
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10 min read
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Senior Reviewers are outnumbered
Parsa
Parsa
Parsa
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Nov 13
Senior Reviewers are outnumbered
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codereview
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ai
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devops
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productivity
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1 min read
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Free AI code review tools for open source projects (2026)
Wendy
Wendy
Wendy
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Nov 13
Free AI code review tools for open source projects (2026)
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ai
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opensource
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codereview
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vibecoding
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reaction
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3 min read
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Code review prompts for Claude Code, Codex and ChatGPT
Wendy
Wendy
Wendy
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Nov 13
Code review prompts for Claude Code, Codex and ChatGPT
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programming
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ai
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vibecoding
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codereview
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9 min read
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El contador que sobrevive a su ventana
Alexis Román
Alexis Román
Alexis Román
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Nov 13
El contador que sobrevive a su ventana
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litellm
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metrologia
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bots
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codereview
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6 min read
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AI code detectors give you a number. A number is not evidence.
石阿强
石阿强
石阿强
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Nov 13
AI code detectors give you a number. A number is not evidence.
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showdev
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ai
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codereview
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3 min read
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Designing allow, deny and hooks is becoming the new code review
aicoding-guide
aicoding-guide
aicoding-guide
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Nov 12
Designing allow, deny and hooks is becoming the new code review
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aicoding
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permissiondesign
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codereview
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permissions
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5 min read
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PR blast radius analyzer: a 0-1 risk score so low-risk PRs can auto-approve
Himanshu
Himanshu
Himanshu
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Nov 12
PR blast radius analyzer: a 0-1 risk score so low-risk PRs can auto-approve
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opensource
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github
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devops
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codereview
1
reaction
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7 min read
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You Pushed Back on the Model's Review and It Dropped the Bug It Had Found
Serguey Asael Shinder
Serguey Asael Shinder
Serguey Asael Shinder
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Nov 12
You Pushed Back on the Model's Review and It Dropped the Bug It Had Found
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sergueyasaelshinder
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ai
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llm
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codereview
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2 min read
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Merge-Ready Isn't Production-Ready
Violetta Solovyova
Violetta Solovyova
Violetta Solovyova
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Nov 12
Merge-Ready Isn't Production-Ready
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ai
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codereview
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webdev
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programming
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7 min read
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You Reviewed the Pull Request on a Call and Missed Half of Both
Serguey Asael Shinder
Serguey Asael Shinder
Serguey Asael Shinder
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Nov 12
You Reviewed the Pull Request on a Call and Missed Half of Both
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sergueyasaelshinder
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focus
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codereview
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2 min read
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How do I catch empty input, mutable default arguments, and bare except bugs in Python?
Mr ThankYou
Mr ThankYou
Mr ThankYou
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Nov 12
How do I catch empty input, mutable default arguments, and bare except bugs in Python?
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python
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debugging
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codereview
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beginners
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7 min read
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Get a second-opinion code review from Claude Code over MCP
Speedbot.dev
Speedbot.dev
Speedbot.dev
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Nov 12
Get a second-opinion code review from Claude Code over MCP
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ai
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codereview
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mcp
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claude
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2 min read
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