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What Happens When Technical Debt Vanishes?

https://ieeexplore.ieee.org/document/11316905
1•blenderob•48s ago•0 comments

AI Is Finally Eating Software's Total Market: Here's What's Next

https://vinvashishta.substack.com/p/ai-is-finally-eating-softwares-total
1•gmays•1m ago•0 comments

Computer Science from the Bottom Up

https://www.bottomupcs.com/
1•gurjeet•1m ago•0 comments

Show HN: I built a toy compiler as a young dev

https://vire-lang.web.app
1•xeouz•3m ago•0 comments

You don't need Mac mini to run OpenClaw

https://runclaw.sh
1•rutagandasalim•4m ago•0 comments

Learning to Reason in 13 Parameters

https://arxiv.org/abs/2602.04118
1•nicholascarolan•6m ago•0 comments

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines

https://arxiv.org/abs/2601.22389
1•energyscholar•6m ago•1 comments

Ask HN: Will GPU and RAM prices ever go down?

1•alentred•6m ago•0 comments

From hunger to luxury: The story behind the most expensive rice (2025)

https://www.cnn.com/travel/japan-expensive-rice-kinmemai-premium-intl-hnk-dst
1•mooreds•7m ago•0 comments

Substack makes money from hosting Nazi newsletters

https://www.theguardian.com/media/2026/feb/07/revealed-how-substack-makes-money-from-hosting-nazi...
5•mindracer•8m ago•1 comments

A New Crypto Winter Is Here and Even the Biggest Bulls Aren't Certain Why

https://www.wsj.com/finance/currencies/a-new-crypto-winter-is-here-and-even-the-biggest-bulls-are...
1•thm•8m ago•0 comments

Moltbook was peak AI theater

https://www.technologyreview.com/2026/02/06/1132448/moltbook-was-peak-ai-theater/
1•Brajeshwar•9m ago•0 comments

Why Claude Cowork is a math problem Indian IT can't solve

https://restofworld.org/2026/indian-it-ai-stock-crash-claude-cowork/
1•Brajeshwar•9m ago•0 comments

Show HN: Built an space travel calculator with vanilla JavaScript v2

https://www.cosmicodometer.space/
2•captainnemo729•9m ago•0 comments

Why a 175-Year-Old Glassmaker Is Suddenly an AI Superstar

https://www.wsj.com/tech/corning-fiber-optics-ai-e045ba3b
1•Brajeshwar•9m ago•0 comments

Micro-Front Ends in 2026: Architecture Win or Enterprise Tax?

https://iocombats.com/blogs/micro-frontends-in-2026
1•ghazikhan205•12m ago•0 comments

These White-Collar Workers Actually Made the Switch to a Trade

https://www.wsj.com/lifestyle/careers/white-collar-mid-career-trades-caca4b5f
1•impish9208•12m ago•1 comments

The Wonder Drug That's Plaguing Sports

https://www.nytimes.com/2026/02/02/us/ostarine-olympics-doping.html
1•mooreds•12m ago•0 comments

Show HN: Which chef knife steels are good? Data from 540 Reddit tread

https://new.knife.day/blog/reddit-steel-sentiment-analysis
1•p-s-v•13m ago•0 comments

Federated Credential Management (FedCM)

https://ciamweekly.substack.com/p/federated-credential-management-fedcm
1•mooreds•13m ago•0 comments

Token-to-Credit Conversion: Avoiding Floating-Point Errors in AI Billing Systems

https://app.writtte.com/read/kZ8Kj6R
1•lasgawe•13m ago•1 comments

The Story of Heroku (2022)

https://leerob.com/heroku
1•tosh•13m ago•0 comments

Obey the Testing Goat

https://www.obeythetestinggoat.com/
1•mkl95•14m ago•0 comments

Claude Opus 4.6 extends LLM pareto frontier

https://michaelshi.me/pareto/
1•mikeshi42•15m ago•0 comments

Brute Force Colors (2022)

https://arnaud-carre.github.io/2022-12-30-amiga-ham/
1•erickhill•18m ago•0 comments

Google Translate apparently vulnerable to prompt injection

https://www.lesswrong.com/posts/tAh2keDNEEHMXvLvz/prompt-injection-in-google-translate-reveals-ba...
1•julkali•18m ago•0 comments

(Bsky thread) "This turns the maintainer into an unwitting vibe coder"

https://bsky.app/profile/fullmoon.id/post/3meadfaulhk2s
1•todsacerdoti•19m ago•0 comments

Software development is undergoing a Renaissance in front of our eyes

https://twitter.com/gdb/status/2019566641491963946
1•tosh•19m ago•0 comments

Can you beat ensloppification? I made a quiz for Wikipedia's Signs of AI Writing

https://tryward.app/aiquiz
1•bennydog224•20m ago•1 comments

Spec-Driven Design with Kiro: Lessons from Seddle

https://medium.com/@dustin_44710/spec-driven-design-with-kiro-lessons-from-seddle-9320ef18a61f
1•nslog•20m ago•0 comments
Open in hackernews

Show HN: PenPeeper–An Open-Source Pentesting Engagement Manager (Optional AI)

https://www.penpeeper.com
1•chetstriker•1w ago
PenPeeper – An Open-Source Pentesting Engagement Manager (with Optional AI)

Most pentesting tools I’ve used fall into one of two buckets:

absurdly expensive enterprise SaaS

open-source tools that don’t help once scanning is done

PenPeeper is my attempt to fix that.

What it is

A free, open-source, self-hosted pentesting engagement manager that focuses on the boring but critical parts:

scoping & engagement tracking

vulnerability management

reporting

tying everything together in one workflow

The AI part (optional, not magic)

PenPeeper can integrate with local or external LLMs (Ollama, LM Studio, ChatGPT, Claude, Gemini, OpenRouter).

Runs on Windows (via WSL integration), MacOS, Linux

The goal isn’t “AI replaces pentesters.” It’s:

faster vuln analysis

better first-draft reports

less copy-pasting between tools

You can run it fully local. You can turn AI off entirely.

Why I built it

Commercial tools are overpriced and locked down. Most open-source tools stop at scanning. Reporting is still manual, repetitive, and error-prone.

That gap is what PenPeeper is trying to cover.

Status

Early but stable

Actively developed

Looking for real pentester feedback (not hype)

Links

Site: https://penpeeper.com

GitHub: https://github.com/chetstriker/PenPeeper

Feedback I want

What part of your pentest workflow is still the most painful?

Where does AI actually help vs get in the way?

What would make this worth using on a real engagement?

Happy to answer technical questions or take criticism.