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Code quality and security tooling was built around the repo and that's breaking

https://blog.codacy.com/teams-built-quality-and-security-infrastructure-around-the-repository-and-that-is-now-breaking
2•claudiacsf•19m ago

Comments

claudiacsf•19m ago
TL;DR As a code quality platform, we're seeing first hand the changing processes inside dev teams. We noticed that the "meaningful" point of change is happening more and more at the local level, not at the repo level, where a team used to come together to review changes. With more teams waving past code reviews, the typical quality infrastructure that used to ensure code maintainability, security, reduce tech debt, etc, is breaking apart.

If you're a dev who cares about this, the new quality and security enforcement infrastructure needs to happen alongside the agents, locally. The tools to address this are still in early stages - meaning, a tool that isn't the same model reviewing itself - but they're starting to surface and it's worth keeping an eye on them.

Stripe Buys A.I. Startup OpenRouter for $7.5B

https://www.nytimes.com/2026/08/19/business/stripe-openrouter-ai.html
1•01-_-•2m ago•0 comments

Nowlert – self-hosted infrastructure alerts from SMTP, HTTP and Redfish

https://github.com/Theriark/nowlert-ce
2•theriark•3m ago•0 comments

Anthropic Plans to Change Data Retention Policy for Advanced AI

https://www.bloomberg.com/news/articles/2026-08-20/anthropic-plans-to-change-data-retention-polic...
2•tosh•4m ago•0 comments

BigLake's Iceberg REST Catalog

https://olake.io/blog/biglake-iceberg-rest-catalog-olake-go-setup/
4•advaita_datazip•4m ago•0 comments

Show HN: Can you tell Wodehouse from a model imitating Wodehouse?

https://voxoria.ai/ai-or-not-text/
2•sanj001•7m ago•0 comments

Study: Subtle white light changes make indoor rooms feel cooler or warmer

https://www.psu.edu/news/research/story/subtle-white-light-changes-make-indoor-rooms-feel-cooler-...
2•giuliomagnifico•8m ago•0 comments

Kopi Luwak

https://en.wikipedia.org/wiki/Kopi_luwak
2•thunderbong•10m ago•0 comments

Ask HN: Do you need Google ads help?

2•cosbgn•11m ago•0 comments

The day the business started deploying to prod

https://annampeter.substack.com/p/the-day-the-business-started-deploying
2•codebyauser•15m ago•0 comments

Show HN: Grok-ultracode – standing ultracode for Grok Build CLI

https://github.com/malakhov-dmitrii/grok-ultracode
2•cskeleto•16m ago•0 comments

In Soviet Union, Optimization Problem Solves You (2012 but Relevant Again)

https://crookedtimber.org/2012/05/30/in-soviet-union-optimization-problem-solves-you/
2•hagbard_c•17m ago•1 comments

ZeroVer: 0-Based Versioning

https://0ver.org/
2•vladde•18m ago•0 comments

White House tech strategy leaves open-weight AI off its critical list

https://thenextweb.com/news/white-house-strategy-open-weight-ai-critical-technology-list
2•LYFMail•18m ago•0 comments

Domain Name Journal

https://www.dnjournal.com/index.htm
2•orf•19m ago•0 comments

Code quality and security tooling was built around the repo and that's breaking

https://blog.codacy.com/teams-built-quality-and-security-infrastructure-around-the-repository-and...
2•claudiacsf•19m ago•1 comments

Hong Kong convicts two Tiananmen vigil activists of inciting subversion

https://www.france24.com/en/asia-pacific/20260821-the-hong-kong-tiananmen-vigil-activists-convict...
2•pera•19m ago•0 comments

Rust 1.98.0

https://blog.rust-lang.org/2026/08/20/Rust-1.98.0/
2•HieronymusBosch•23m ago•1 comments

Safety Issues and an Accident Delayed Linde's Green Hydrogen Plant for Years

https://industrydecarbonization.com/news/safety-issues-and-an-accident-delayed-lindes-green-hydro...
1•hannob•24m ago•0 comments

The smell of rain: how Aussie scientists invented a new word in 1964

https://www.csiro.au/en/news/All/Articles/2015/March/the-smell-of-rain-how-our-scientists-invente...
1•fanf2•25m ago•0 comments

Pasiv – a signed, honest crypto miner for the machine you own

https://pasiv.network/
1•screan•29m ago•0 comments

Bounded Agents: Delegation Security for Multi-Agent AI Systems

https://arxiv.org/abs/2608.15888
3•xmuruaga•35m ago•0 comments

Google gives publishers a new way to fight AI-driven traffic losses

https://techcrunch.com/2026/08/20/google-gives-publishers-a-new-way-to-fight-ai-driven-traffic-lo...
2•jnord•40m ago•0 comments

We Changed Travel Forever

https://hotels.cooveb.com
1•sshinde•41m ago•2 comments

Scientists tracked kids for 8 years – the screen time result was unexpected

https://www.sciencedaily.com/releases/2026/08/260815064803.htm
1•jnord•41m ago•0 comments

Emacs 31.1 will release on 8/24

https://github.com/emacs-mirror/emacs/blob/062dcd2aead00c3b47c14ff5b6c40313f7a775f5/etc/HISTORY
10•birdculture•47m ago•0 comments

Bulwark Gateway – fail-closed security proxy for LLM agents (self-hosted)

https://github.com/red-orbita/bulwark-gateway
1•rokitoh•49m ago•0 comments

Engaging with AI for serious maths research – Norman Wildberger

https://www.youtube.com/watch?v=Q7d2KMdVp9E
1•nyc111•50m ago•0 comments

The Defense-Tech Bubble Is Headed for Consolidation

https://fox-and-lion.vercel.app/analysis/the-defense-tech-bubble-is-headed-for-consolidation
5•bdjsmsm•53m ago•0 comments

SQLite plans can drastically differ with CTE and temp table

https://askrecall.dev/blog/44-minute-ci-job/
1•vira28•55m ago•0 comments

SQLite for Everything

https://joecode.com/2026-08-19-sqlite3/
1•mpweiher•55m ago•0 comments