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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

StockFit API – structured SEC EDGAR data with a free tier

https://developer.stockfit.io
1•areimann•4m ago•1 comments

The GNU libc atanh is correctly rounded

https://inria.hal.science/hal-05591661
1•matt_d•10m ago•0 comments

Google Arts and Culture

https://artsandculture.google.com/
1•satvikpendem•17m ago•0 comments

How to recover from a Git force push

https://gist.github.com/tomj/758d16b7f8e474035db72688663bb3cb
1•nstj•17m ago•0 comments

Adam Tooze: Electrostates, Petrostates and the New Cold War [video]

https://www.youtube.com/watch?v=gLnxzkiB-GI
1•verdverm•18m ago•0 comments

The Legend of Meir Berliner

https://www.serargentino.com/en/people/urban-legends/the-legend-of-meir-berliner
1•wslh•18m ago•0 comments

Social media age limits: Well intentioned but ineffective?

https://www.dw.com/en/do-social-media-age-limits-work-tiktok-instagram-cyberbullying-depression-k...
2•pseudolus•19m ago•0 comments

OpenAI's $852B valuation faces investor scrutiny amid strategy shift, FT reports

https://www.reuters.com/legal/transactional/openai-investors-question-852-billion-valuation-strat...
5•abdelhousni•21m ago•0 comments

The Many Faces of Claude

https://eriskii.net/projects/claude-faces
3•TheAceOfHearts•24m ago•0 comments

Ask HN: When you get a SAST finding, what's harder

2•kirumachi•25m ago•1 comments

Sony killing features for antenna, set-top box users of Bravia smart TVs in May

https://arstechnica.com/gadgets/2026/04/sony-killing-features-for-antenna-set-top-box-users-of-br...
1•canucker2016•26m ago•0 comments

"The Last Airbender" movie leaked 9 months before release date

https://nofilmschool.com/full-length-avatar-movie-leaks
1•tennysont•26m ago•2 comments

What do you want out of a coding monospace font?

1•d0able•26m ago•1 comments

The Mythos Threshold

https://joereis.substack.com/p/the-mythos-threshold
1•gmays•36m ago•0 comments

We broke the O(2^N) barrier to compute AI consciousness (Phi)

https://github.com/InductivityAI/Phi-Scanner-1/
1•Robin_De•38m ago•0 comments

Vibe Coding doesn't democratize software engineering – it democratizes liability

https://widal.substack.com/p/vibe-coding-doesnt-democratize-software
2•niwid•43m ago•0 comments

Europe should regulate Big Tech instead of banning kids from social media

https://www.politico.eu/article/europe-should-stand-up-to-big-tech-instead-of-imposing-social-med...
3•pabs3•46m ago•3 comments

An open source CMS/Indexer for TCGs

https://github.com/maelswarm/tcg
1•mnmnmaaa•49m ago•0 comments

The FCC just saved Netgear from its router ban for no obvious reason

https://www.theverge.com/tech/911888/netgear-router-ban-conditional-approval
26•HotGarbage•50m ago•7 comments

Quetta Browser: Chromium browser for Android, iOS supporting Chrome extensions

https://www.quetta.net/
1•thunderbong•51m ago•0 comments

Show HN: An edge MCP file system with a 50ms undo button for AI agents

https://mcp.undisk.app
2•adlkiarash•52m ago•2 comments

Anthropic Revises Claude Enterprise Pricing Structure

https://letsdatascience.com/news/anthropic-revises-claude-enterprise-pricing-structure-f3022a32
2•handfuloflight•52m ago•0 comments

Show HN: AI connects your health data after a supplement nearly killed me racing

https://vitalityaihealth.com
2•Kevin_VAI•1h ago•1 comments

Muster – Multi-agent product team for Claude Code, built on <.md> files

https://github.com/sandhuka/muster-ai
2•kanwarsandhu•1h ago•0 comments

Elon Musk's xAI Sued by NAACP over Memphis Data Center

https://www.wsj.com/tech/elon-musks-xai-sued-by-naacp-over-memphis-data-center-5c4e793d
1•fortran77•1h ago•1 comments

Large or bright satellite constellations: Effects on observations

https://arxiv.org/abs/2604.09427
2•CharlesW•1h ago•0 comments

Show HN: Terminal-Wrench, a dataset of 331 realistic hackable environments

https://github.com/few-sh/terminal-wrench
6•neversupervised•1h ago•1 comments

Nvidia should be 'shaking in their boots' as quantum computing battles AI GPUs

https://finance.yahoo.com/news/d-wave-ceo-says-nvidia-should-be-shaking-in-their-boots-as-quantum...
7•mgh2•1h ago•2 comments

Authorization for LLM Tool Schemas: Formal Model with Noninterference Guarantees [pdf]

https://raw.githubusercontent.com/AndyGauge/andygauge.github.io/master/publication/noninterferenc...
2•andygauge•1h ago•0 comments

Speech-Driven Spatial Externalization for Co-Located Collaboration in AR

https://arxiv.org/abs/2603.20199
1•PaulHoule•1h ago•0 comments