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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Money isn't going to solve the burnout problem

https://blogs.gentoo.org/mgorny/2026/03/07/money-isnt-going-to-solve-the-burnout-problem/
2•dennisjoseph•5m ago•0 comments

Laptop Apple ever made [video]

https://www.youtube.com/watch?v=JpPIrmZB828
1•vinhnx•7m ago•0 comments

Uber to Invest Up to $1.25B in Rivian Robotaxis

https://www.wsj.com/business/autos/uber-to-invest-up-to-1-25-billion-in-rivian-robotaxis-8b295925
1•bookofjoe•16m ago•1 comments

Buy Now, Pay Later Makes Billions Off People's Struggles [video]

https://www.youtube.com/watch?v=0mYvLHJd9ww
1•mgh2•17m ago•0 comments

Fountain Pen Writing Science Analysis

https://www.nakaya.org/en/commitment/23114/
2•Brajeshwar•27m ago•0 comments

Record Number of Student Loan Borrowers Are in Delinquency and Default

https://www.nytimes.com/2026/03/20/business/student-loan-deliquency-default.html
1•lxm•29m ago•1 comments

Long-term weight loss maintenance

https://ajcn.nutrition.org/article/S0002-9165(23)29536-2/fulltext
3•paulpauper•31m ago•0 comments

Why American cities pay over $3k for one trash can

https://thehustle.co/originals/why-american-cities-pay-over-3000-for-one-trash-can
2•paulpauper•32m ago•0 comments

How Long Can a Quadcopter Drone Fly on Just Solar?

https://hackaday.com/2026/03/20/how-long-can-a-quadcopter-drone-fly-on-just-solar/
2•lxm•33m ago•0 comments

The Hypocrisy at the Heart of the AI Industry

https://www.theatlantic.com/technology/2026/03/hypocrisy-ai-industry/686477/
2•paulpauper•34m ago•0 comments

Algorithm Visualizer

https://algorithm-visualizer.org/
1•vinhnx•35m ago•0 comments

FFmpeg 101 (2024)

https://blogs.igalia.com/llepage/ffmpeg-101/
2•vinhnx•35m ago•0 comments

Show HN: Interactive simulation of what your phone does behind the screen

https://canitrustmydevice.com
1•starsmartonl•36m ago•0 comments

I built a zero-knowledge vault with WebAuthn passkeys, no passwords

https://emvproject-production.up.railway.app
2•ejpow•38m ago•0 comments

Mystery Science Theater fan finds and uploads lost episode “K03”

https://www.pastemagazine.com/tv/great-job-internet/mystery-science-theater-3000-lost-episode-k03...
1•coloneltcb•42m ago•0 comments

Sam Altman's Sister's Abuse Claims Against Him Dismissed for Now

https://www.bloomberg.com/news/articles/2026-03-21/sam-altman-sister-s-abuse-claims-against-him-d...
3•aanet•43m ago•0 comments

Open-source Infinite Canvas for managing AI agents

https://github.com/49agents/49agents
1•halcdev•45m ago•0 comments

Evil ClawHack NY

https://nyc.aitinkerers.org/p/evil-clawhack-ny
1•nycdatasci•46m ago•1 comments

Ask HN: How are angels and micro-VCs managing deal flow in 2026?

1•benj_mrtn•53m ago•0 comments

Hive Agents Top OpenAI Parameter Golf Challenge

https://hive.rllm-project.com/task/parameter-golf
1•deviscold•53m ago•1 comments

Ask HN: What should I do to land a position soon?

3•kdroids•1h ago•4 comments

Show HN: A daily deduction game questioning an AI source to find the answer

https://www.play5Qs.com
1•kdubber•1h ago•1 comments

Fibonacci slop is out of control [video]

https://www.youtube.com/watch?v=LWJzirlCv8I
1•vinhnx•1h ago•0 comments

America's biggest problem (it's not what you think)

https://czhou.bearblog.dev/americas-biggest-problem-its-not-what-you-think/
3•czhou578•1h ago•0 comments

Ask HN: Are AI mandates a good idea?

3•Solar_Flare•1h ago•1 comments

My dad vibe-coded a thermostat UI in 12 hours

https://mlich.eu/posts/my-dad-vibe-coded-a-thermostat-ui-in-12-hours/
1•jurajmlich•1h ago•0 comments

Show HN: Yet another Claude Code agent setup, but several noval patterns

https://github.com/notque/claude-code-toolkit
1•AndyNemmity•1h ago•1 comments

FIVE09HUB

https://five09konekte.com/
3•YungDope•1h ago•0 comments

purl: a curl-esque CLI for making HTTP requests that require payment

https://www.purl.dev/
2•bpierre•1h ago•0 comments

MacinAI Local: Building a Model-Agnostic LLM Inference Engine for Mac OS 9

https://oldapplestuff.com/blog/MacinAI-Local/
1•lampiaio•1h ago•0 comments