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AI agent fixed the bug, but what else did it change?

https://blog.trailofbits.com/2026/10/21/your-ai-agent-fixed-the-bug-but-what-else-did-it-change/
27•tob_scott_a•1h ago

Comments

dguido•1h ago
We're staring down the vulnpocalypse we predicted earlier this year. What matters now is how fast you can react to it. Trail of Bits has developed these capabilities to dramatically increase how fast fixes can go out.

Coordinated disclosure serves little purpose now. It used to require effort to go from vulnerability to exploit, but now we have nearly unlimited, capable expertise on tap with AI. As a product owner, you need to ramp your dev speed to make patches instantaneously after external reports.

Please use our patching-bugs and regression-hunt skills to ship fixes faster!

marcosdumay•30m ago
> What matters now is how fast you can react to it.

You can't turn a vulnerable piece of software into a secure one by just fixing the vulnerabilities as they are discovered. That didn't change when vulnerabilities get discovered more quickly.

PHP 8.2.35

https://github.com/php/php-src/releases/tag/php-8.2.35
763•tuyuri•4h ago•443 comments

Today's PHP security release, and how we're strengthening security

https://thephp.foundation/blog/2026/10/21/todays-php-security-release-and-how-were-strengthening-...
225•ejohnso49•2h ago•117 comments

Compromised LiteLLM 1.107.0 on PyPI Installs a Credential Stealer and Backdoor

https://safedep.io/litellm-pypi-compromise-credential-stealer-backdoor/
182•abhisek•3h ago•79 comments

DuckDB 2.0.0 LTS “Cinnamon Teal”

https://duckdb.org/2026/10/21/announcing-duckdb-200
237•nnx•3h ago•27 comments

Eight Bits of Trust; eMudhra's CA keys cracked in milliseconds

https://scotthelme.co.uk/eight-bits-of-trust-emudhras-ca-keys-cracked-in-milliseconds/
656•hkc•8h ago•302 comments

Patch the Planet: global response coordination as agents uncover vulnerabilities

https://openai.com/index/coordinated-disclosure-of-critical-vulnerabilities/
158•nr378•3h ago•95 comments

Rust off Rails: The opinionated web stack for the AI era

https://rustoffrails.org/
40•mike1o1•1h ago•33 comments

Tiny possum and glider thought extinct for 6000 years found in remote West Papua

https://www.bbc.com/news/articles/cp814l80pw2o
56•bryanrasmussen•1d ago•4 comments

Oregon lawmakers approve money to buy an iconic waterfall listed on Redfin

https://apnews.com/article/oregon-waterfall-for-sale-lawmakers-996de63462d49ec3ad9bee1629fb9488
88•surprisetalk•2h ago•53 comments

What I learned from six months of being stupid on purpose

https://wvez.org/blog/learning-to-be-stupid/
49•wvez22•1h ago•29 comments

Using thousands of AI agents to uncover new leads in biological data

https://openai.com/index/scaling-ai-research-for-complex-biological-data/
76•raahelb•4h ago•26 comments

OpenAI models are coming to Google Cloud

https://openai.com/index/openai-models-google-cloud/
82•armcat•5h ago•21 comments

Drupal is now light-years ahead of its reputation

https://dri.es/state-of-drupal-presentation-september-2026
59•scottfalconer•1d ago•84 comments

Your MCU Likely Escaped the eMudhra Intermediate CA Compromise

https://danielmangum.com/posts/mcu-emudhra-intermediate-ca-compromise/
22•hasheddan•1h ago•8 comments

Launch HN: Alter (YC S25) – Access control for multi-user agents

https://alterauth.com/
16•simfinii•11h ago•15 comments

New plastic pollution discovered: 'Plasticorals' coral rubble fused with plastic

https://www.oist.jp/news-center/news/2026/9/18/new-form-plastic-pollution-discovered-shores-vulne...
13•giuliomagnifico•1h ago•3 comments

C++ futures part 1: The mental model

https://devblogs.microsoft.com/oldnewthing/20261012-00/?p=112767/
47•ibobev•1d ago•9 comments

9 Mothers (YC P26) Is Hiring in Austin, TX

https://9mothers.com/careers
1•ukd1•5h ago

Trials and Tribulations of Native Lua Compilation

https://samyeyo.github.io/clx/blog.html
7•_samt_•3d ago•1 comments

Show HN: ULDA – Client-side encryption with a simple JavaScript API

https://demo.ulda.io/
8•nonsence•2d ago•3 comments

Way to Play Super Mario 64: On Apple Vision Pro

https://www.pagetable.com/303
153•frizlab•2d ago•56 comments

Muse exposes users' personal and business secrets when they share conversations

https://arstechnica.com/security/2026/10/meta-muse-exposes-users-personal-and-business-secrets-wh...
337•gumby•17h ago•150 comments

Show HN: Sumi.css – CSS Framework

https://github.com/vladocar/Sumi.css
46•bepero•5h ago•10 comments

EA is shutting down BioWare

https://www.theverge.com/games/1015647/ea-is-shutting-down-bioware
20•aaronbrethorst•26m ago•4 comments

Whatever Happened to Fire Escapes

https://practical.engineering/blog/2026/10/20/whatever-happened-to-fire-escapes
160•sohkamyung•7h ago•125 comments

The bridge to agent-scale Git infrastructure

https://github.blog/engineering/architecture-optimization/the-bridge-to-agent-scale-git-infrastru...
5•Klaster_1•1h ago•0 comments

The Decoherence Trap

https://maevyn.codes/decoherence
147•cassianoleal•2d ago•63 comments

PHP2Shell: AI uncovers critical RCE in PHP

https://www.wiz.io/blog/php2shell-php-rce
394•danlark1•4h ago•146 comments

The phenomena that brighten dawn and dusk (2016)

https://www.colorado.edu/asmagazine-archive/node/2039
6•NaOH•20h ago•0 comments

The Lucrative World of Literary Scams

https://www.thedial.world/articles/news/ai-book-scams
53•samclemens•2d ago•7 comments