frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
367•klaussilveira•4h ago•76 comments

The Waymo World Model

https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simula...
735•xnx•10h ago•451 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
127•isitcontent•4h ago•13 comments

Monty: A minimal, secure Python interpreter written in Rust for use by AI

https://github.com/pydantic/monty
103•dmpetrov•5h ago•48 comments

A century of hair samples proves leaded gas ban worked

https://arstechnica.com/science/2026/02/a-century-of-hair-samples-proves-leaded-gas-ban-worked/
46•jnord•3d ago•3 comments

Show HN: I spent 4 years building a UI design tool with only the features I use

https://vecti.com
230•vecti•6h ago•108 comments

Dark Alley Mathematics

https://blog.szczepan.org/blog/three-points/
17•quibono•4d ago•0 comments

Microsoft open-sources LiteBox, a security-focused library OS

https://github.com/microsoft/litebox
300•aktau•11h ago•148 comments

Sheldon Brown's Bicycle Technical Info

https://www.sheldonbrown.com/
300•ostacke•10h ago•80 comments

Show HN: If you lose your memory, how to regain access to your computer?

https://eljojo.github.io/rememory/
151•eljojo•7h ago•116 comments

Hackers (1995) Animated Experience

https://hackers-1995.vercel.app/
370•todsacerdoti•12h ago•214 comments

Show HN: R3forth, a ColorForth-inspired language with a tiny VM

https://github.com/phreda4/r3
41•phreda4•4h ago•7 comments

An Update on Heroku

https://www.heroku.com/blog/an-update-on-heroku/
298•lstoll•11h ago•222 comments

I spent 5 years in DevOps – Solutions engineering gave me what I was missing

https://infisical.com/blog/devops-to-solutions-engineering
98•vmatsiiako•9h ago•32 comments

How to effectively write quality code with AI

https://heidenstedt.org/posts/2026/how-to-effectively-write-quality-code-with-ai/
164•i5heu•7h ago•118 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
134•limoce•3d ago•75 comments

Understanding Neural Network, Visually

https://visualrambling.space/neural-network/
221•surprisetalk•3d ago•29 comments

FORTH? Really!?

https://rescrv.net/w/2026/02/06/associative
32•rescrv•12h ago•14 comments

I now assume that all ads on Apple news are scams

https://kirkville.com/i-now-assume-that-all-ads-on-apple-news-are-scams/
948•cdrnsf•14h ago•409 comments

The Oklahoma Architect Who Turned Kitsch into Art

https://www.bloomberg.com/news/features/2026-01-31/oklahoma-architect-bruce-goff-s-wild-home-desi...
15•MarlonPro•3d ago•2 comments

I'm going to cure my girlfriend's brain tumor

https://andrewjrod.substack.com/p/im-going-to-cure-my-girlfriends-brain
21•ray__•1h ago•3 comments

Claude Composer

https://www.josh.ing/blog/claude-composer
89•coloneltcb•2d ago•65 comments

Show HN: Smooth CLI – Token-efficient browser for AI agents

https://docs.smooth.sh/cli/overview
76•antves•1d ago•56 comments

Evaluating and mitigating the growing risk of LLM-discovered 0-days

https://red.anthropic.com/2026/zero-days/
31•lebovic•1d ago•10 comments

Show HN: Slack CLI for Agents

https://github.com/stablyai/agent-slack
36•nwparker•1d ago•7 comments

How virtual textures work

https://www.shlom.dev/articles/how-virtual-textures-really-work/
22•betamark•11h ago•20 comments

The Beauty of Slag

https://mag.uchicago.edu/science-medicine/beauty-slag
26•sohkamyung•3d ago•3 comments

Evolution of car door handles over the decades

https://newatlas.com/automotive/evolution-car-door-handle/
37•andsoitis•3d ago•59 comments

Planetary Roller Screws

https://www.humanityslastmachine.com/#planetary-roller-screws
33•everlier•3d ago•6 comments

Masked namespace vulnerability in Temporal

https://depthfirst.com/post/the-masked-namespace-vulnerability-in-temporal-cve-2025-14986
29•bmit•6h ago•3 comments
Open in hackernews

Tc – Theodore Calvin's language-agnostic testing framework

https://github.com/ahoward/tc
43•mooreds•1mo ago

Comments

roxolotl•1mo ago
While I can’t really comment on how good this specific implementation is simple diff based testing frameworks like this dont get enough press. My first job involved working on an internal programming language. The test suite was just a ton of statements that were executed top down and their output was compared against a single file. Yes that’s a bit absurd but it worked remarkably well. If they’d bothered to add a bit more structure around it I think it would have been perfect.
sestep•1mo ago
Agreed, this is the default testing methodology I reach for. Other methodologies are useful in some situations, but those are the minority.
tom_•1mo ago
It's not absurd at all (in my view). A test checks that some obtained result matches the expected result - and if that obtained result is something that got printed out and redirected to a file, and that expected result is something that was produced the same way from a known good run (that was determined to be good by somebody looking at it with their eyes), and the match is performed by comparing the two output files... then there you go.

This is how basically all of the useful tests I've written have ended up working. (Including, yes, tests for an internal programming language.) The language is irrelevant, and the target system is irrelevant. All you need to be able to do is run something and capture its output somehow.

(You're not wrong to note that the first draft basic approach can still be improved. I've had a lot of mileage from adding stuff: producing additional useful output files (image diffs in particular are very helpful), copying input and output files around so they're conveniently accessible when sizing up failures, poking at test runner setup so it scales well with core count, more of the same so that it's easy to re-run a specific problem test in the debugger - and so on. But the basic principle is always the same: does actual output match expected output, yes (success)/no (fail).)

masklinn•1mo ago
Afaik this is usually know as “snapshot”, “golden master”, or “characterisation” testing, and it is quite common and popular. And effective. Although it is quite sensitive to non-determinisms as well as less helpful at tracking down issues.
mmastrac•1mo ago
I wrote https://github.com/mmastrac/clitest because I needed a more complex testing harness for CLI tests that does something similar. It's not exactly the same, but it's definitely in the same universe.

One-file-per testcase like `tc` does works, but it tends to fall apart a bit at large scale in my experience.

pmontra•1mo ago
Integration tests are language agnostic too: you drive a browser through your app and all it matters is the output.

In this tc framework all it matters is the output of the command. The only part that must be customized to adapt to different languages is

  result=$(command)
It's at https://github.com/ahoward/tc/blob/main/specs/002-we-need-a/...