frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•9mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•9mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions

When interfaces become disposable

https://chrisloy.dev/post/2026/02/14/when-interfaces-become-disposable
1•chrisloy•1m ago•0 comments

uf

https://gitlab.com/b2495/uf
1•tosh•1m ago•0 comments

Roads to Rome (2015)

https://benedikt-gross.de/projects/roads-to-rome/
1•robin_reala•1m ago•0 comments

Amazon, Google Unwittingly Reveal the Severity of the U.S. Surveillance State

https://greenwald.substack.com/p/amazons-ring-and-googles-nest-unwittingly
1•mikece•2m ago•0 comments

LLMs Still Excels at Synthesis, Not Discovery

https://www.zbeegnew.dev/tech/ai_excels_at_synthesis_not_discovery/
1•zbeegnew•2m ago•0 comments

The A3 Handoff Canvas: Turn AI Delegation into a Repeatable Workflow

https://age-of-product.com/a3-handoff-canvas/
1•swolpers•8m ago•0 comments

Show HN: 500x faster string matching for Linux Netfilter (O(1) vs. O(N))

https://github.com/landerrosette/strider
1•landerrosette•8m ago•0 comments

Vstats: A dependency-free Linear Algebra, Statistics, ML library written in V

https://github.com/rodabt/vstats
1•fork-bomber•9m ago•0 comments

Show HN: Skill Container – a decent way to run and distribute agent skills

https://github.com/observerw/skill-container
1•observerw•11m ago•0 comments

What is Wireless Smart Utility Network (Wi-SUN)

https://www.everythingrf.com/community/what-is-wi-sun
1•teleforce•13m ago•0 comments

The New Ballmer Peak

https://www.adriankrebs.ch/blog/the-new-ballmer-peak/
1•hubraumhugo•14m ago•0 comments

Show HN: Turn LinkedIn profiles into Markdown for LLM use [open source]

https://chromewebstore.google.com/detail/linkedmd/ollpmcehgnalfeephmjlohapgjcagoch
1•jonaraphael•17m ago•0 comments

Let's learn to research before building

https://www.founderspace.work
1•VladCovaci•19m ago•1 comments

Python-powered machine learning analytics for GStreamer pipelines (2025)

https://www.collabora.com/news-and-blog/blog/2025/05/12/unleashing-gst-python-ml-analytics-gstrea...
1•emigre•19m ago•0 comments

Fake job recruiters hide malware in developer coding challenges

https://www.bleepingcomputer.com/news/security/fake-job-recruiters-hide-malware-in-developer-codi...
1•pseudolus•21m ago•0 comments

Calculus Made Easy (1910)

https://calculusmadeeasy.org/
1•Tomte•24m ago•0 comments

The Map of Mathematics

https://mathmap.quantamagazine.org/map/
1•Tomte•25m ago•0 comments

Exodus of IPv4 from War-torn Ukraine (2025)

https://www.kentik.com/blog/exodus-of-ipv4-from-war-torn-ukraine/
1•throw0101c•28m ago•1 comments

I compared WinApps and WinBoat, which integrate a Windows VM to desktop Linux

https://www.theregister.com/2026/02/14/winapps_and_winboat/
1•lproven•29m ago•0 comments

Ask HN: LLMs helping you read papers and books

1•amelius•31m ago•0 comments

How to Solve the Tenor Shortage

https://www.economist.com/leaders/2026/02/12/how-to-solve-the-tenor-shortage
1•testdelacc1•31m ago•1 comments

A Brief History of Sega Enterprises

https://www.abortretry.fail/p/a-brief-history-of-sega-enterprises
2•rbanffy•35m ago•0 comments

Show HN: Pluma – Write professional articles for your ideas and projects

https://pluma.ink/
1•nader0913•35m ago•0 comments

Go and Versioning: Minimal Version Selection

https://research.swtch.com/vgo-mvs
1•ryangibb•36m ago•0 comments

On Tilt – America's new gambling epidemic

https://harpers.org/archive/2026/02/on-tilt-america-gambling-epidemic-jasper-craven/
2•pseudolus•37m ago•0 comments

TexGuardian – Claude Code, but for LaTeX academic papers

https://github.com/arcAman07/TexGuardian
2•amananytime07•39m ago•1 comments

My math theory to automata Hilbert, Fourier and integral orders

https://github.com/tambetvali/LaeMath/tree/main/MathFuncs/Docs
2•tvali•46m ago•1 comments

Charles Bonnet Syndrome

https://en.wikipedia.org/wiki/Visual_release_hallucinations
2•debarshri•49m ago•0 comments

Show HN: Eliza, a line-by-line remake of the original AI chatbot from 1966

https://marquisdegeek.github.io/Eliza-Origins/
1•marquisdegeek•51m ago•0 comments

Record Low Snow in the West Will Mean Less Water, More Fire, and Political Chaos

https://www.wired.com/story/record-low-snow-in-the-west-will-mean-less-water-more-fire-and-politi...
2•xbmcuser•54m ago•0 comments