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How to build a GitHub code review agent

https://debugger.substack.com/p/how-to-build-github-code-review-agent
3•saba-ch•1h ago

Comments

saba-ch•1h ago
There are a lot of code review tools popping up lately.

People assume these tools are very complex, while some might be, building one you can use on day to day basis is pretty simple and straightforward.

In this post I will take you through the whole process

othmanosx•50m ago
Building a code review agent is easy, yes, but building a code review tool for humans is not that easy, been working on my own for a while.
saba-ch•22m ago
Yeah, not only complex but very expensive at scale, you would want to preindex or heavily delegate to smaller models.

Code for the People: A Documentary About the Open Web

https://codeforthepeople.com/
1•chilipepperhott•2m ago•0 comments

Silicon Valley Wants to Save You from AI Layoffs

https://www.theatlantic.com/technology/2026/07/silicon-valley-plan-ai-jobs-layoffs/687863/
1•littlexsparkee•4m ago•0 comments

Why It Can Be True That Students Are Both Smarter and Less Prepared

https://greyenlightenment.com/2026/07/09/why-it-can-be-true-that-students-are-both-smarter-and-le...
1•paulpauper•4m ago•0 comments

Reality of Commercial AI World from a 16 Year Old's Perspective

1•VanshAgenticAI•4m ago•0 comments

FIFA World Cup 2026 · Data Portraits

https://wc26.bogachev.fr/index.html
1•speckx•5m ago•0 comments

NRC Proposes Major Modernization of Environmental Review Process [pdf]

https://www.nrc.gov/sites/default/files/cdn/doc-collection-news/2026/26-072.pdf
1•mpweiher•7m ago•0 comments

OpenBSD's pledge(2) and unveil(2) are developer-friendly, study finds

https://undeadly.org/cgi?action=article;sid=20260708055608
1•t-3•8m ago•0 comments

Pets can suffer heatstroke even when resting, UK vets warn

https://www.theguardian.com/environment/2026/jul/09/extreme-temperatures-heatstroke-pets-uk-vets
1•littlexsparkee•9m ago•0 comments

New Trend: AI Music Catfishing?

https://ryanspahn.substack.com/p/new-trend-ai-music-catfishing
2•paul7986•12m ago•0 comments

I Built Barstool Sports

https://www.thefp.com/p/dave-portnoy-how-i-built-barstool
2•ca98am79•13m ago•0 comments

Mapping 18 American Inventions That Created the Modern World

https://www.wsj.com/us-news/mapping-18-american-inventions-that-created-the-modern-world-323e3c39
1•LostMyLogin•16m ago•1 comments

Show HN: Free open source AI+SAST code review tool for GitHub Actions

https://hub.docker.com/r/kirill89/reviewcerberus
1•k1r111•16m ago•0 comments

Breaking Database Lock-In: Agentic Regeneration of Storage Readers for Databases

https://arxiv.org/abs/2607.07696
1•cpard•17m ago•0 comments

Mastodon, the Only Good Choice

https://www.tbray.org/ongoing/When/202x/2026/07/05/Choose-Mastodon
3•mariuz•18m ago•0 comments

Ask HN: Ubuntu 24.04 now force-automounts any plugged-in MMC card or USB key

1•everybodyknows•18m ago•0 comments

A City That Explains America

https://www.theatlantic.com/newsletters/2026/07/new-york-american-story-mike-wallace/687861/
2•paulpauper•19m ago•0 comments

Louis C.K. Is Stuck in the Past

https://www.theatlantic.com/culture/2026/07/louis-ck-ridiculous-netflix-review/687854/
1•paulpauper•20m ago•0 comments

Starbucks Taps AI to Cut Reliance on Microsoft, IBM Software

https://www.seattletimes.com/business/starbucks-taps-ai-to-cut-reliance-on-microsoft-ibm-software/
3•JumpCrisscross•23m ago•0 comments

What the New Executive Order Means for Secure Software Delivery in Government

https://www.rise8.us/resources/ai-executive-order-secure-software-delivery-government
4•mooreds•23m ago•0 comments

An New Git Hosting Network

https://entire.io/blog/an-entirely-new-git-hosting-network
2•JumpCrisscross•23m ago•0 comments

The economy's K-shaped dynamic could be changing

https://www.axios.com/2026/07/09/k-shaped-economy-wage-growth
2•nabbed•25m ago•2 comments

Sunshine Atlas – An interactive map of 3,833 places you can fly to, by weather

https://sunshineatlas.com/
1•Flightmussy•26m ago•0 comments

Show HN: Silo Terminal – a dark terminal profile inspired by Silo

https://github.com/onehorizonai/silo-terminal
2•gusnewman•26m ago•0 comments

Gemini 2.5 models accidentally deprecated early by Google

https://discuss.ai.google.dev/t/gemini-2-5-flash-deprecated-without-warning-earlier-than-shutdown...
1•erict15•28m ago•0 comments

Claude reset 5-hour and weekly rate limits for all users

https://xcancel.com/ClaudeDevs/status/2075279141352706215
3•linsomniac•28m ago•0 comments

Show HN: UniFi OS Server in Docker

https://github.com/unihosted/unifi-os-server-docker
2•basquiyacht•28m ago•0 comments

Alcohol consumption doubled in north Russian regions

https://www.thebarentsobserver.com/news/alcohol-consumption-doubled-in-north-russian-regions/453447
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Netflix/Vera-Layered-Video-Dataset

https://huggingface.co/datasets/netflix/Vera-Layered-Video-Dataset
1•petethomas•28m ago•0 comments

'App' Could Have Been a Webpage (so I fixed it for you)

https://danq.me/2026/07/09/your-app-could-have-been-a-webpage/
3•aendruk•30m ago•1 comments

Your next nurse may monitor you from the Philippines

https://restofworld.org/2026/u-s-healthcare-philippines-remote-nurses/
1•impish9208•31m ago•0 comments