frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Flirt: The Native Backend

https://blog.buenzli.dev/flirt-native-backend/
1•senekor•36s ago•0 comments

OpenAI's Latest Platform Targets Enterprise Customers

https://aibusiness.com/agentic-ai/openai-s-latest-platform-targets-enterprise-customers
1•myk-e•3m ago•0 comments

Goldman Sachs taps Anthropic's Claude to automate accounting, compliance roles

https://www.cnbc.com/2026/02/06/anthropic-goldman-sachs-ai-model-accounting.html
2•myk-e•5m ago•2 comments

Ai.com bought by Crypto.com founder for $70M in biggest-ever website name deal

https://www.ft.com/content/83488628-8dfd-4060-a7b0-71b1bb012785
1•1vuio0pswjnm7•6m ago•1 comments

Big Tech's AI Push Is Costing More Than the Moon Landing

https://www.wsj.com/tech/ai/ai-spending-tech-companies-compared-02b90046
1•1vuio0pswjnm7•8m ago•0 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
1•1vuio0pswjnm7•10m ago•0 comments

Suno, AI Music, and the Bad Future [video]

https://www.youtube.com/watch?v=U8dcFhF0Dlk
1•askl•12m ago•1 comments

Ask HN: How are researchers using AlphaFold in 2026?

1•jocho12•15m ago•0 comments

Running the "Reflections on Trusting Trust" Compiler

https://spawn-queue.acm.org/doi/10.1145/3786614
1•devooops•19m ago•0 comments

Watermark API – $0.01/image, 10x cheaper than Cloudinary

https://api-production-caa8.up.railway.app/docs
1•lembergs•21m ago•1 comments

Now send your marketing campaigns directly from ChatGPT

https://www.mail-o-mail.com/
1•avallark•25m ago•1 comments

Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•36m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
5•o8vm•38m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•39m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•52m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•55m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
2•helloplanets•58m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•1h ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•1h ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•1h ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•1h ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
2•basilikum•1h ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•1h ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•1h ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
4•throwaw12•1h ago•2 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•1h ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•1h ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•1h ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•1h ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•1h ago•1 comments
Open in hackernews

Ask HN: How do you prioritize dependency updates?

3•nrig•2mo ago
I maintain several open source projects and dependency management has become overwhelming.

Dependabot opens 20-30 PRs per week across my repos. Most are minor version bumps, but buried in there are actually critical security issues. I find myself either ignoring them all (risky) or spending hours triaging (unsustainable).

The problem: I don't have a good signal for what's actually urgent vs. what can wait.

What I've tried: - Following CVSS scores → but "critical" doesn't mean "exploitable in my context" - Auto-merging patch versions → missed a few important security fixes - Manual review of everything → takes 5-10 hours/week

I recently discovered CISA's KEV catalog (Known Exploited Vulnerabilities) which flags CVEs that are actively being exploited in the wild. This seems like a better signal than CVSS alone, but I'm curious:

1. How do you decide what's actually urgent? CVSS? EPSS? Manual assessment?

2. Do you treat "outdated but not vulnerable" dependencies differently from "has CVEs"?

3. For those using Dependabot/Renovate/Snyk - what's your workflow? Do you review every alert or have you found a good filtering system?

I'm considering building something to help with this (health score + exploitation-based prioritization) but want to make sure I'm not just solving my own weird problem.

What's working for you?

Comments

stevepike•2mo ago
This is hard for lots of companies. Some ignore the problem entirely until there's a fire drill (which can be a huge risk if you end up on an old major version that won't get patched). Some keep everything up to date, and then taking a new security patch is trivial. It's always risk/reward tradeoff between the risk of breaking production with an upgrade and the value an org sees from staying up to date. We work on this problem at Infield (https://www.infield.ai/post/introducing-infield) where we tackle both sides of the project management: "Which dependencies should I prioritize upgrading" and "How difficult and likely to break production is this upgrade".

To your specific points

> 1. How do you decide what's actually urgent? CVSS? EPSS? Manual assessment?

The risk factors we track are open CVEs, abandonment (is this package supported by the maintainer?), and staleness (how deep in the hole am I?).

We also look at the libyear metric as an overall indication of dependency health.

> 2. Do you treat "outdated but not vulnerable" dependencies differently from "has CVEs"?

We group upgrades into three general swimlanes:

  - "trivial" upgrades (minor/patch versions of packages that respect semantic versioning, dev/test only packages). We batch these together for our customers regardless of priority.

  - "could break". These deserve standalone PRs and an engineer triaging when these become worth tackling, if ever.

  - "major frameworks". Think something like Rails. These are critical to keep on supported versions of because the rest of the ecosystem moves with them, and vulnerabilities in them tend to have a large blast radius. Upgrading these can be hard. You'll definitely need to upgrade someday to stay supported, and getting there has follow-on benefits on all your other dependencies, so these are high priority.
> 3. For those using Dependabot/Renovate/Snyk - what's your workflow? Do you review every alert or have you found a good filtering system?

We offer a Github app that integrates with alerts from Dependabot. While security teams are happy with just a scanner, the engineering teams that actually do this upgrade work need to mash that up with all the other data we're talking about here.

greekcoder•2mo ago
Sounds very interesting solution! Do you support all the famous programming languages? Do you also offer prioritasion on the "issues"?
stevepike•2mo ago
Thanks! We support Python, JS, and Ruby right now (started with dynamic languages).

I'm not sure what you mean by prioritization on the issues, but generally we are trying to help you figure out what to upgrade next, and to actually do it too.

greekcoder•2mo ago
Yeah that's exactly what I meant by issues prioritasion, thanks! Do you plan to support PHP or it's totally out of scope?
stevepike•2mo ago
PHP would definitely be in scope, either that or Java are likely to be next for us. If you are familiar with PHPs ecosystem I'd be interested in your take on what's most important / problematic there.