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90% of PRs over 1k lines ship without any code review (800K PR analysis)

https://codepulsehq.com/research/code-review-study-2025
1•Warlax•1h ago

Comments

Warlax•1h ago
Author here. We analyzed 802K merged PRs from GitHub Archive to see how code review practices changed from 2024 to 2025. The headline stat got worse—up from 83% in 2024.

Other findings: self-merge rates hit 71%, bot PRs collapsed from 62% (2022 peak) to 15.5%, and first-time contributors now wait 38% longer vs 53% last year.

We also looked at how OpenAI Codex, Gemini CLI, and Claude Code ship compared to the benchmarks. Happy to answer questions about methodology.

Google SREs Use Gemini CLI to Solve Real-World Outages

https://cloud.google.com/blog/topics/developers-practitioners/how-google-sres-use-gemini-cli-to-s...
1•admp•1m ago•0 comments

Emoji Design Convergence Review: 2018-2026

https://blog.emojipedia.org/emoji-design-convergence-review-2018-2026/
1•surprisetalk•1m ago•0 comments

Good if make prior after data instead of before

https://www.lesswrong.com/posts/JAA2cLFH7rLGNCeCo/good-if-make-prior-after-data-instead-of-before
1•surprisetalk•1m ago•0 comments

Training an AI on my own writing so the computers can replace me

https://satyrs.eu/garden/2025/xainthe
1•surprisetalk•1m ago•0 comments

Only own one type and color of sock

https://practicalbetterments.com/only-own-one-type-and-color-of-sock/
1•surprisetalk•1m ago•0 comments

Show HN: PolyMCP – Expose Python and TypeScript Functions as MCP Tools

1•justvugg•2m ago•0 comments

Anthropic CEO warns AI could bring slavery [and more]. I'm not buying it

https://mashable.com/article/opinion-anthropic-ceo-dario-amodei-essay-warning-artificial-intellig...
1•_cs2017_•4m ago•0 comments

Yahoo launches AI answer engine

https://www.axios.com/2026/01/27/yahoo-scout-ai-search-launch
1•thm•4m ago•0 comments

Pocket TTS pure C library / CLI

https://github.com/taf2/pocket-tts.c
1•taf2•6m ago•0 comments

VR's problem isn't friction, it's a lack of meaning: Lessons from $70B in losses

https://linernotesxr.substack.com/p/what-works-in-vr-lessons-from-70
1•unicorn_cowboy•6m ago•2 comments

Meta, TikTok and YouTube face landmark trial over youth addiction claims

https://apnews.com/article/social-media-trial-kids-addiction-meta-tiktok-youtube-d3a6bf617f2d1152...
1•mooreds•7m ago•0 comments

Open-source GDPR cookie banner for Shadcn/UI with GCM v2

https://www.openconsent.dev/
1•michael-sumner•8m ago•0 comments

Mistral Vibe 2.0

https://mistral.ai/products/vibe
1•pretext•9m ago•0 comments

Performance Hints

https://maknee.github.io/blog/2026/Performance-Hints/
1•vinhnx•10m ago•0 comments

AI as a Gold Rush

https://www.tawandamunongo.dev/notes/#gaslit-industry
1•elcapithanos•11m ago•0 comments

The Junior Engineer Problem Is a Management Problem

https://substack.com/home/post/p-183958113
1•mooreds•11m ago•0 comments

US water table depth estimates reveal quantity of accessible groundwater

https://www.nature.com/articles/s43247-025-03094-3
1•PaulHoule•11m ago•0 comments

Mistakes and Successes in Building ScottAdamsSaid

https://caseysoftware.com/blog/using-ai-to-build-scottadamssaid-com
1•mooreds•12m ago•0 comments

UK authorities help seize 'narco sub' and record cocaine haul in Atlantic Ocean

https://news.sky.com/story/uk-authorities-help-to-seize-narco-sub-and-record-cocaine-haul-in-atla...
1•austinallegro•12m ago•0 comments

The End of the US Global Monetary System

https://profstevekeen.substack.com/p/this-is-the-end-of-the-us-global
2•headalgorithm•12m ago•0 comments

Widespread terrestrial ecosystem disruption at Paleocene–Eocene Thermal Maximum

https://www.pnas.org/doi/10.1073/pnas.2509231122
2•bikenaga•14m ago•1 comments

Fiddler AI Raises $30M Series C – Committing to the AI Control Plane

https://www.fiddler.ai/blog/series-c
3•fdlrai•14m ago•0 comments

Signy: Signed URLs for Small Devices

https://github.com/golioth/signy
1•hasheddan•14m ago•0 comments

Glibc infrastructure announces move to CTI/LF IT

https://sourceware.org/pipermail/libc-alpha/2026-January/174457.html
1•edelsohn•14m ago•0 comments

Closing the Software Loop

https://www.benedict.dev/closing-the-software-loop
1•vinhnx•14m ago•0 comments

Go Where the Action Is

https://tim.blog/2026/01/26/runnin-down-a-dream-how-to-thrive-in-a-career-you-actually-love/
1•vinhnx•15m ago•0 comments

The Year Ahead 2026: Optimism with Footnotes (By Bill Gates)

https://www.gatesnotes.com/work/save-lives/reader/three-tough-truths-about-climate
1•alentred•15m ago•0 comments

Living Things Are Not Machines (Also, They Are)

https://www.noemamag.com/living-things-are-not-machines-also-they-totally-are/
1•kjhughes•16m ago•0 comments

Read it as `ln (-s x) y`, not `(ln -s) (x y)`

2•_as_text•17m ago•0 comments

No End vs to No End

https://www.dailywritingtips.com/no-end-and-to-no-end/
1•hyperhello•17m ago•0 comments