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•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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

Tricking a Security AI agent into pwning itself

https://www.hacktivesecurity.com/blog/2025/12/10/cve-2025-67511-tricking-a-security-ai-agent-into...
1•edoardottt•3m ago•0 comments

Ask your LLM for receipts: What I learned teaching Claude C++ crash triage

http://addxorrol.blogspot.com/2025/12/ask-your-llm-for-receipts-what-i.html
1•tdullien•4m ago•0 comments

Adopt Unicode Characters

https://aac.unicode.org/adopt
1•selvan•6m ago•0 comments

US threatens new ICC sanctions unless court pledges not to prosecute Trump

https://www.reuters.com/world/us/us-threatens-new-icc-sanctions-unless-court-pledges-not-prosecut...
2•jeroenhd•7m ago•0 comments

The most performant, secure, scalable, reliable, freest data platform

https://averagedatabase.com
1•tamnd•7m ago•0 comments

Simplify GPU Programming with Nvidia CUDA Tile in Python – Nvidia Technical Blog

https://developer.nvidia.com/blog/simplify-gpu-programming-with-nvidia-cuda-tile-in-python/
2•rbanffy•9m ago•0 comments

Hogwarts Legacy is free on the Epic Games Store for a limited time

https://www.windowscentral.com/gaming/hogwarts-legacy-epic-games-store-freebie-the-game-awards-20...
1•cyrc•11m ago•0 comments

Explaining Christmas to developers as a system architecture story

1•frafdez•18m ago•0 comments

Show HN: Workmux – Parallel development in tmux with Git worktrees

https://github.com/raine/workmux
2•rane•19m ago•0 comments

Native Ads Coming Soon to Stack Overflow and Stack Exchange

https://meta.stackexchange.com/questions/415259/native-ads-coming-soon-to-stack-overflow-and-stac...
3•exploraz•20m ago•0 comments

Germany's $500B Mistake (The Green Energy Trap) [video]

https://www.youtube.com/watch?v=qLZZGjjuml8
2•mpweiher•24m ago•0 comments

How does a "you interview for US company, we do the work" scam work?

4•marttilaine•27m ago•1 comments

Show HN: AI Advent Calendar – 25 practical AI tips for small business owners

https://advent.abasis.ai
2•akimov_pro•31m ago•0 comments

We're launching Bindu, a simple way to connect AI agents

https://github.com/GetBindu/Bindu
1•ai_biden•31m ago•5 comments

After 27 years within budget Austria open 6thlongest railway tunnel in the world

https://infrastruktur.oebb.at/en/projects-for-austria/railway-lines/southern-line-vienna-villach/...
3•fzeindl•32m ago•0 comments

State of Developer Ecosystem Report 2025 (JetBrains)

https://devecosystem-2025.jetbrains.com
1•pjmlp•33m ago•0 comments

Reddit launches high court challenge to Australia's under-16s social media ban

https://www.theguardian.com/australia-news/2025/dec/12/reddit-high-court-challenge-social-media-b...
3•trocado•36m ago•0 comments

Debug Mode for LLMs in vLLora

https://vllora.dev/blog/debug-mode/
4•mrun1729•38m ago•0 comments

AI Safety for Fleshy Humans: a whirlwind tour

https://aisafety.dance/
1•surprisetalk•39m ago•0 comments

Mcpgen is a code generator for MCP servers in Go

https://github.com/getprobo/mcpgen
1•gearnode•40m ago•0 comments

Zoom Federated AI at 48.1% on HLE

https://www.zoom.com/en/blog/humanitys-last-exam-zoom-ai-breakthrough/?cms_guid=false
1•snowypine•40m ago•0 comments

US marine leadership principles [pdf]

https://www.usmcu.edu/Portals/218/Fidelity-%20Leadership%20Principles.pdf
1•jeremiecoullon•41m ago•0 comments

Training LLMs for Honesty via Confessions

https://arxiv.org/abs/2512.08093
2•arabello•45m ago•1 comments

Owloops CLI Tools

https://www.owloops.com/
1•handfuloflight•46m ago•0 comments

What to Do When They Forget Something They "Knew"

https://kidswholovemath.substack.com/p/what-to-do-when-they-forget-something
2•sebg•47m ago•0 comments

Tracking down an upside-down text bug in the ChatGPT macOS app

https://oskargroth.com/blog/debugging-strange-calayers-chatgpt
2•cindori•57m ago•0 comments

Wicketkeeper – privacy-friendly, self-hostable PoW CAPTCHA

https://github.com/a-ve/wicketkeeper
1•cachius•57m ago•1 comments

Nvidia NVLink Fusion Tapped for Future AWS Trainium4 Deployments

https://www.servethehome.com/nvidia-nvlink-fusion-tapped-for-future-aws-trainium4-deployments/
3•PaulHoule•58m ago•0 comments

Show HN: A minimum viable Markov gibberish generator in 32 lines of Python

https://github.com/susam/mvs
2•susam•58m ago•0 comments

Building small Docker images faster

https://sgt.hootr.club/blog/docker-protips/
2•steinuil•59m ago•0 comments