frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

155M US land parcel boundaries

https://www.kaggle.com/datasets/landrecordsus/us-parcel-layer
2•tjwebbnorfolk•4m ago•0 comments

Private Inference

https://confer.to/blog/2026/01/private-inference/
1•jbegley•8m ago•0 comments

Font Rendering from First Principles

https://mccloskeybr.com/articles/font_rendering.html
1•krapp•11m ago•0 comments

Show HN: Seedance 2.0 AI video generator for creators and ecommerce

https://seedance-2.net
1•dallen97•15m ago•0 comments

Wally: A fun, reliable voice assistant in the shape of a penguin

https://github.com/JLW-7/Wally
1•PaulHoule•16m ago•0 comments

Rewriting Pycparser with the Help of an LLM

https://eli.thegreenplace.net/2026/rewriting-pycparser-with-the-help-of-an-llm/
1•y1n0•18m ago•0 comments

Lobsters Vibecoding Challenge

https://gist.github.com/MostAwesomeDude/bb8cbfd005a33f5dd262d1f20a63a693
1•tolerance•18m ago•0 comments

E-Commerce vs. Social Commerce

https://moondala.one/
1•HamoodBahzar•18m ago•1 comments

Avoiding Modern C++ – Anton Mikhailov [video]

https://www.youtube.com/watch?v=ShSGHb65f3M
2•linkdd•20m ago•0 comments

Show HN: AegisMind–AI system with 12 brain regions modeled on human neuroscience

https://www.aegismind.app
2•aegismind_app•24m ago•1 comments

Zig – Package Management Workflow Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
1•Retro_Dev•25m ago•0 comments

AI-powered text correction for macOS

https://taipo.app/
1•neuling•29m ago•1 comments

AppSecMaster – Learn Application Security with hands on challenges

https://www.appsecmaster.net/en
1•aqeisi•30m ago•1 comments

Fibonacci Number Certificates

https://www.johndcook.com/blog/2026/02/05/fibonacci-certificate/
1•y1n0•31m ago•0 comments

AI Overviews are killing the web search, and there's nothing we can do about it

https://www.neowin.net/editorials/ai-overviews-are-killing-the-web-search-and-theres-nothing-we-c...
3•bundie•36m ago•1 comments

City skylines need an upgrade in the face of climate stress

https://theconversation.com/city-skylines-need-an-upgrade-in-the-face-of-climate-stress-267763
3•gnabgib•37m ago•0 comments

1979: The Model World of Robert Symes [video]

https://www.youtube.com/watch?v=HmDxmxhrGDc
1•xqcgrek2•42m ago•0 comments

Satellites Have a Lot of Room

https://www.johndcook.com/blog/2026/02/02/satellites-have-a-lot-of-room/
2•y1n0•42m ago•0 comments

1980s Farm Crisis

https://en.wikipedia.org/wiki/1980s_farm_crisis
4•calebhwin•43m ago•1 comments

Show HN: FSID - Identifier for files and directories (like ISBN for Books)

https://github.com/skorotkiewicz/fsid
1•modinfo•48m ago•0 comments

Show HN: Holy Grail: Open-Source Autonomous Development Agent

https://github.com/dakotalock/holygrailopensource
1•Moriarty2026•55m ago•1 comments

Show HN: Minecraft Creeper meets 90s Tamagotchi

https://github.com/danielbrendel/krepagotchi-game
1•foxiel•1h ago•1 comments

Show HN: Termiteam – Control center for multiple AI agent terminals

https://github.com/NetanelBaruch/termiteam
1•Netanelbaruch•1h ago•0 comments

The only U.S. particle collider shuts down

https://www.sciencenews.org/article/particle-collider-shuts-down-brookhaven
2•rolph•1h ago•1 comments

Ask HN: Why do purchased B2B email lists still have such poor deliverability?

1•solarisos•1h ago•3 comments

Show HN: Remotion directory (videos and prompts)

https://www.remotion.directory/
1•rokbenko•1h ago•0 comments

Portable C Compiler

https://en.wikipedia.org/wiki/Portable_C_Compiler
2•guerrilla•1h ago•0 comments

Show HN: Kokki – A "Dual-Core" System Prompt to Reduce LLM Hallucinations

1•Ginsabo•1h ago•0 comments

Software Engineering Transformation 2026

https://mfranc.com/blog/ai-2026/
1•michal-franc•1h ago•0 comments

Microsoft purges Win11 printer drivers, devices on borrowed time

https://www.tomshardware.com/peripherals/printers/microsoft-stops-distrubitng-legacy-v3-and-v4-pr...
4•rolph•1h ago•1 comments
Open in hackernews

Systematically generating tests that would have caught Anthropic's top‑K bug

https://theorem.dev/blog/anthropic-bug-test/
80•jasongross•3w ago

Comments

ludovicianul•3w ago
Fuzzing as a concept is heavily underused in routine testing. People will usually focus on positive flows and some obvious/typical negative ones. But it's almost impossible to have the time to write exhaustive testing to cover all negative and boundary scenarios. But the good news is, you don't actually have to. There are so many tools now that can almost exhaustively generate tests for you at all levels. The bad news, they are not so widely used.
esafak•3w ago
What do you use?
ludovicianul•3w ago
I'm using pitest for unit test mutations. And I've actually wrote a tool I'm using for REST API fuzzing. It's called CATS.
esafak•3w ago
Presumably https://endava.github.io/cats/
ludovicianul•3w ago
Yes.
bonoboTP•3w ago
Recently asked Claude Code how to do more thorough tests and described how I imagine it and it set up Hypothesis and mutmut testing. The latter is quite cool, it introduces bugs in the code like swapping values and relational operators and checks if any test catches the bug. If not, your tests are probably not thorough enough. Better than just line coverage checks.
aitchnyu•3w ago
Is my intuition correct that Mutmut has far better ROI than Hypothesis? And its as necessary as code coverage?
whattheheckheck•3w ago
In large code bases it is extraordinarily slow so you have to use it sparingly
pfdietz•3w ago
Mutation testing and PBT frameworks like Hypothesis are complementary. One can use the latter to find tests that kill mutants.
moron4hire•3w ago
Would you call it a K-top Defect Hunter?
esafak•3w ago
Not if the kids are within earshot, else I'll have to suffer those infernal songs again.
stephantul•3w ago
Using the phrase "without the benefit of hindsight" is interesting. The hardest thing with any technology is knowing when to spend the effort/money on applying it. The real question is: do you want to spend your innovation tokens on things like this? If so, how many? And where?

Not knocking this, just saying that it is easy to claim improvements if you know there are improvements to be had.

esafak•3w ago
That's what experience is for.
pfdietz•3w ago
Experience is that which lets you recognize a mistake when you make it again.
ebiederm•3w ago
I appreciate that I am not the only one seeing the connection between property based testing and proofs.

I will quibble a little with their characterization of proofs as being more computationally impractical.

Proof verification is cheap. On a good day it is as cheap as type checking. Type checking being a kind of proof verification. That said writing proofs can be tricky.

I am still figuring out what writing proofs requires. Anything beyond what your type system can express currently requires a different set of tools (Rocq, Lean, etc) than writing asserts and ordinary programs. Plus writing proofs tends to have lots of mundane details that can be tedious to write.

So while I agree proofs seem impractical. I won't agree the reason is computational cost.

jasongross•3w ago
There is a tradeoff between the compute required to generate a proof and the compute required to check it. Fully generic methods such as SMT solvers require compute exponential in the number of variables in scope and lines of code in a single function. Breaking the exponential requires (and is perhaps equivalent to) understanding the code in sufficient detail (cf https://arxiv.org/abs/2406.11779). In practice, the computational cost of semi-automated proof generation is a significant bottleneck, cf https://dspace.mit.edu/handle/1721.1/130763?show=full and https://jasongross.github.io/papers/2022-superlinear-slownes... .
UncleEntity•3w ago
I've been working on this thing where the proofs (using the esbmc library) check the safety properties and the unit tests check the correctness so the state space doesn't explode and it takes a year to run the verification. Been working out pretty well so far (aside from spending more time tracking down esbmc bugs than working on my own code) and found some real issues, mostly integer overflow errors but other ones too.

Kind of loosely based on the paper "A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification" (https://arxiv.org/abs/2305.14752) which, I believe, was posted to HN not too long ago.

Der_Einzige•3w ago
That’s anthropic fault for continuing to use top-K, a stoneage tier shitty sampler. Your own head of mechanistic interpretability invented a better one called tail free sampling in 2019.
Majromax•3w ago
That seems to have nice properties, but 2019 was a while ago. Is the problem of top-k sampling still relevant with much better frontier models?
Der_Einzige•3w ago
Yes, yes, oh god yes.