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Show HN: HypothesisHub – An open API where AI agents collaborate on medical res

https://medresearch-ai.org/hypotheses-hub/
1•panossk•1m ago•0 comments

Big Tech vs. OpenClaw

https://www.jakequist.com/thoughts/big-tech-vs-openclaw/
1•headalgorithm•3m ago•0 comments

Anofox Forecast

https://anofox.com/docs/forecast/
1•marklit•3m ago•0 comments

Ask HN: How do you figure out where data lives across 100 microservices?

1•doodledood•4m ago•0 comments

Motus: A Unified Latent Action World Model

https://arxiv.org/abs/2512.13030
1•mnming•4m ago•0 comments

Rotten Tomatoes Desperately Claims 'Impossible' Rating for 'Melania' Is Real

https://www.thedailybeast.com/obsessed/rotten-tomatoes-desperately-claims-impossible-rating-for-m...
1•juujian•6m ago•0 comments

The protein denitrosylase SCoR2 regulates lipogenesis and fat storage [pdf]

https://www.science.org/doi/10.1126/scisignal.adv0660
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Los Alamos Primer

https://blog.szczepan.org/blog/los-alamos-primer/
1•alkyon•10m ago•0 comments

NewASM Virtual Machine

https://github.com/bracesoftware/newasm
1•DEntisT_•12m ago•0 comments

Terminal-Bench 2.0 Leaderboard

https://www.tbench.ai/leaderboard/terminal-bench/2.0
2•tosh•12m ago•0 comments

I vibe coded a BBS bank with a real working ledger

https://mini-ledger.exe.xyz/
1•simonvc•12m ago•1 comments

The Path to Mojo 1.0

https://www.modular.com/blog/the-path-to-mojo-1-0
1•tosh•15m ago•0 comments

Show HN: I'm 75, building an OSS Virtual Protest Protocol for digital activism

https://github.com/voice-of-japan/Virtual-Protest-Protocol/blob/main/README.md
4•sakanakana00•19m ago•0 comments

Show HN: I built Divvy to split restaurant bills from a photo

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3•pieterdy•21m ago•0 comments

Hot Reloading in Rust? Subsecond and Dioxus to the Rescue

https://codethoughts.io/posts/2026-02-07-rust-hot-reloading/
3•Tehnix•21m ago•1 comments

Skim – vibe review your PRs

https://github.com/Haizzz/skim
2•haizzz•23m ago•1 comments

Show HN: Open-source AI assistant for interview reasoning

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4•Nive11•23m ago•6 comments

Tech Edge: A Living Playbook for America's Technology Long Game

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2•hunglee2•27m ago•0 comments

Golden Cross vs. Death Cross: Crypto Trading Guide

https://chartscout.io/golden-cross-vs-death-cross-crypto-trading-guide
2•chartscout•29m ago•0 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
3•AlexeyBrin•32m ago•0 comments

What the longevity experts don't tell you

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Monzo wrongly denied refunds to fraud and scam victims

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They were drawn to Korea with dreams of K-pop stardom – but then let down

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Show HN: AI-Powered Merchant Intelligence

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Bash parallel tasks and error handling

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2•pastage•43m ago•0 comments

Let's compile Quake like it's 1997

https://fabiensanglard.net/compile_like_1997/index.html
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Reverse Engineering Medium.com's Editor: How Copy, Paste, and Images Work

https://app.writtte.com/read/gP0H6W5
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Go 1.22, SQLite, and Next.js: The "Boring" Back End

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Laibach the Whistleblowers [video]

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Slop News - The Front Page right now but it's only Slop

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1•keepamovin•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.