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Apple is the only Big Tech company whose capex declined last quarter

https://sherwood.news/tech/apple-is-the-only-big-tech-company-whose-capex-declined-last-quarter/
1•elsewhen•27s ago•0 comments

Reverse-Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
2•todsacerdoti•1m ago•0 comments

Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•5m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
1•mooreds•5m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•6m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•6m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•6m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•6m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•7m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•8m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
1•nick007•9m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•10m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•10m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
2•belter•13m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•14m ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
2•momciloo•14m ago•0 comments

Kinda Surprised by Seadance2's Moderation

https://seedanceai.me/
1•ri-vai•14m ago•2 comments

I Write Games in C (yes, C)

https://jonathanwhiting.com/writing/blog/games_in_c/
2•valyala•14m ago•0 comments

Django scales. Stop blaming the framework (part 1 of 3)

https://medium.com/@tk512/django-scales-stop-blaming-the-framework-part-1-of-3-a2b5b0ff811f
1•sgt•15m ago•0 comments

Malwarebytes Is Now in ChatGPT

https://www.malwarebytes.com/blog/product/2026/02/scam-checking-just-got-easier-malwarebytes-is-n...
1•m-hodges•15m ago•0 comments

Thoughts on the job market in the age of LLMs

https://www.interconnects.ai/p/thoughts-on-the-hiring-market-in
1•gmays•15m ago•0 comments

Show HN: Stacky – certain block game clone

https://www.susmel.com/stacky/
2•Keyframe•18m ago•0 comments

AIII: A public benchmark for AI narrative and political independence

https://github.com/GRMPZQUIDOS/AIII
1•GRMPZ23•18m ago•0 comments

SectorC: A C Compiler in 512 bytes

https://xorvoid.com/sectorc.html
2•valyala•20m ago•0 comments

The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•21m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•22m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
5•randycupertino•24m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•26m ago•0 comments

Show HN: Tasty A.F. - Use AI to Create Printable Recipe Cards

https://tastyaf.recipes/about
2•adammfrank•26m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
2•Thevet•28m ago•0 comments
Open in hackernews

What if we stop treating security testing as a separate thing?

https://chair6.net/security-testing-not-separate.html
1•finnigja•8mo ago

Comments

pledess•8mo ago
For "With your threat model in mind, they should identify opportunities to add new test cases," one common reason is that security engineers are shared across a large company and it may be very expensive for them to learn the different testing frameworks used on many different projects. Also, independent review (without any exposure to developers' conceptions about what should be tested, or why, or how) may be economically justified because outcomes of security bugs are sometimes much worse than outcomes of many categories of ordinary bugs. Other reasons may include that the security engineers want to run a test that can't be expressed in your testing framework without a huge change to the framework, they may want to develop their test cases adaptively such that most of the tests turn out to be useless and the cost of capturing every test under version contol may be very high, they may want to run tests from a commercial testing product for which the license does not allow bulk copying of the tests into a customer's testing framework, or (if they aren't in-house engineers) their business model is that they won't tell you every test that was run unless there's an associated defect finding.
finnigja•8mo ago
> ... one common reason is that security engineers are shared across a large company and it may be very expensive for them to learn the different testing frameworks used on many different projects

That's where the partnering part of the approach I'm proposing comes into it. The security engineer isn't off there by themselves trying to figure out it, but is working with somebody who's already familiar with the existing code base & testing frameworks.

> also, independent review (without any exposure to developers' conceptions about what should be tested, or why, or how) may be economically justified because outcomes of security bugs are sometimes much worse than outcomes of many categories of ordinary bugs.

Economically justifiable perhaps, but that doesn't necessarily mean we shouldn't explore better ways of achieving similar outcomes.

> Other reasons may include that the security engineers want to run a test that can't be expressed in your testing framework without a huge change to the framework, they may want to develop their test cases adaptively such that most of the tests turn out to be useless and the cost of capturing every test under version contol may be very high, they may want to run tests from a commercial testing product for which the license does not allow bulk copying of the tests into a customer's testing framework, or (if they aren't in-house engineers) their business model is that they won't tell you every test that was run unless there's an associated defect finding.

Yeah, this'd be interesting to experiment with. The accepted model of security testing being separate allows this uncoupling of tooling / process, but .. perhaps the outcomes of a more-tightly-coupled testing methodology would be better?

I don't think any of these points are blockers, more just factors to consider or trade-offs to balance when exploring alternative, less separate, approaches.