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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

Show HN: Simple Viewers – Tiny native macOS file viewers

https://www.ryanlitalien.com/simple/
1•ryanlitalien•27s ago•0 comments

Worb: Local open-source wandb-compatible server

https://worb.cloud
1•psarna•1m ago•0 comments

US role as global talent hub in doubt amid Donald Trump's visa crackdown

https://www.ft.com/content/c8114fd1-771b-49ac-98c3-a8acf6177626
2•alephnerd•3m ago•0 comments

Do you have to be polite to AI?

https://www.bbc.com/future/article/20260224-the-best-way-to-talk-to-a-chatbot
1•Sikara•4m ago•0 comments

Solving Impossible Problems for Fun and Profit – Dan Gelbart

https://www.youtube.com/watch?v=UTgrWmOk4q8
1•o4c•5m ago•0 comments

Firefox 148 introduces the AI kill switch for people who aren't into LLMs

https://www.xda-developers.com/firefox-148-introduces-the-promised-ai-kill-switch-for-people-who-...
3•randycupertino•6m ago•0 comments

Show HN: I built a 50ms SPF record and Shadow IT scanner

https://spf1.com
1•bwoud•6m ago•1 comments

Show HN: Typed overlay over SQL now supports DuckDB

https://www.datahaskell.org/blog/2026/02/25/beam-duckdb-release.html
1•cosmic_quanta•6m ago•0 comments

Foundation Models SDK for Python Documentation

https://apple.github.io/python-apple-fm-sdk/
1•alexellisuk•7m ago•1 comments

Don't Panic: 'Humanity's Last Exam' Has Begun

https://stories.tamu.edu/news/2026/02/25/dont-panic-humanitys-last-exam-has-begun/
1•thunderbong•7m ago•0 comments

High temperatures affect sex ratios at birth

https://www.ox.ac.uk/news/2026-02-23-new-research-shows-high-temperatures-affect-sex-ratios-birth
1•codingbuddy•7m ago•0 comments

Trump allies target European NGOs in battle over Big Tech rules

https://www.ftm.eu/articles/trump-allies-fight-target-europe-battle-big-tech
1•robtherobber•7m ago•0 comments

Show HN: Real-Time Satellite Tracking and Intelligence Dashboard

https://heimdallspace.com/
1•keveenwong•8m ago•0 comments

Finding a CVSS 8.8 vulnerability on OpenClaw with AI

https://ethiack.com/news/blog/one-click-rce-openclaw
1•matosdfm•8m ago•0 comments

Randomness Becomes an Attack Vector in Machine Learning

https://arxiv.org/abs/2602.09182
1•PaulHoule•10m ago•0 comments

Acceleration Flow – Why does AI self-replacement is this addictive flow state?

https://moldandyeast.substack.com/p/acceleration-flow
1•rmrmrm•10m ago•0 comments

Hoot 0.8.0 released with more live dev tools

https://spritely.institute/news/hoot-0-8-0-released.html
2•paroneayea•11m ago•0 comments

Show HN: Coding agents find the right GPU bottleneck 70% of the time, fix it 30%

https://ayushnangia.github.io/iso-bench-website/
2•ayushnangia16•11m ago•0 comments

Show HN: Verify any email address instantly

https://docle.co
1•lexokoh•12m ago•0 comments

Show HN: Deploy OpenClaw in 60 seconds – one-click setup, no DevOps needed

https://www.openclawsetup.tech/
1•Abhinayguptha•12m ago•0 comments

Against Human-AI Workflow Separation

https://keleshev.com/against-human-ai-workflow-separation
2•halst•14m ago•0 comments

Gleam is boring, so I went to a conference about it

https://builders.perk.com/gleam-is-boring-so-i-went-to-a-conference-about-it-8f08a52c3de3
2•rapnie•14m ago•0 comments

AI-Generated Passwords Are Apparently Quite Easy to Crack

https://gizmodo.com/ai-generated-passwords-are-apparently-quite-easy-to-crack-2000723660
3•danaris•18m ago•0 comments

Show HN: CDNs – A simple Go CLI to switch DNS servers in one second

https://github.com/junevm/cdns
1•unsorted2270•19m ago•0 comments

Story of XZ Backdoor [video]

https://www.youtube.com/watch?v=aoag03mSuXQ
8•Ulf950•24m ago•0 comments

Show HN: Soften Sleep – an iOS app for waking up at 3 AM with racing thoughts

https://apps.apple.com/nl/app/soften-sleep-3-am-wake-relief/id6759115897
1•ilkeraltin•25m ago•0 comments

"TBPN" and the Rise of the Tech-Friendly Talk Show

https://www.newyorker.com/culture/the-lede/tbpn-and-the-rise-of-the-tech-friendly-talk-show
1•stackbutterflow•25m ago•0 comments

Show HN: Tiqd – a checklist library for life tasks

https://www.tiqd.app/
1•rvalley•27m ago•0 comments

OSS Maintainers Can Inject Their Standards into Contributors' AI Tools

https://nonconvexlabs.com/blog/oss-maintainers-can-inject-their-standards-into-contributors-ai-tools
2•aaddrick•27m ago•1 comments

Show HN: Bored, so I graphed 2M Telegram users by their gifts

https://tgnetwork.sarm.solutions/
3•dmpyatyi•28m ago•2 comments