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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

Nvidia dismisses fears AI will replace software tools as stock selloff deepens

https://www.reuters.com/business/nvidias-huang-dismisses-fears-ai-will-replace-software-tools-sto...
1•tart-lemonade•1m ago•1 comments

Chaox.io – Run Physics Simulations with Rust and Web Assembly

https://chaox.io/
1•jagveerllc•2m ago•1 comments

Toxic Truth: How Wikipedia Poisons Global Knowledge

https://ellakenan100.substack.com/p/toxic-truth-how-wikipedia-poisons
2•appreciatorBus•4m ago•0 comments

Unlocking the Codex harness: how we built the App Server

https://openai.com/index/unlocking-the-codex-harness/
1•SerCe•5m ago•0 comments

700K+ Substack emails, phone numbers leaked in October. Notified users today

https://www.hendryadrian.com/substack-data-breach-leads-to-leak-of-nearly-700000-records/
2•epsteingpt•6m ago•1 comments

Protecting Our Right to Sue Federal Agents Who Violate the Constitution

https://www.eff.org/deeplinks/2026/02/protecting-our-right-sue-federal-agents-who-violate-constit...
4•HotGarbage•8m ago•0 comments

Pixwit.ai is an AI-powered video creation platform

https://pixwit.ai
1•maysunyoung•9m ago•1 comments

Accelerating Scientific Research with Gemini: Case Studies and Common Techniques

https://arxiv.org/abs/2602.03837
2•nl•10m ago•0 comments

State of JavaScript – 2025

https://2025.stateofjs.com/en-US
1•fud101•14m ago•0 comments

Supreme Court allows California to use congressional map benefitting Democrats

https://www.scotusblog.com/2026/02/supreme-court-allows-california-to-use-congressional-map-benef...
5•cosmicgadget•15m ago•2 comments

Senate Republican on suspected biolab found in Las Vegas: 'Enormous problem'

https://thehill.com/homenews/state-watch/5722424-ron-johnson-biolab-concerns/
4•SilverElfin•16m ago•1 comments

The last U.S.-Russian nuclear pact is about to expire

https://www.pbs.org/newshour/world/the-last-u-s-russian-nuclear-pact-is-about-to-expire-ending-a-...
2•geox•16m ago•0 comments

Finding a Way to Produce Powerful Motors Without Rare Earths

https://hackaday.com/2026/01/13/finding-a-way-to-produce-powerful-motors-without-rare-earths/
1•lxm•18m ago•0 comments

What Starcraft Teaches Us About Vibe Coding

https://twitter.com/i/status/2018355437620380032
2•ajay-higgs•22m ago•0 comments

FCC Fast-Tracks SpaceX Million-Satellite Plan Public Comments Open Until March 6

https://gearmusk.com/2026/02/05/fcc-fast-tracks-spacex-million-satellite/
1•takumi123•27m ago•0 comments

Why child prodigies rarely become elite performers

https://www.economist.com/science-and-technology/2026/01/14/why-child-prodigies-rarely-become-eli...
2•i7l•28m ago•0 comments

Epstein files rife with uncensored nudes and names, despite redaction efforts

https://apnews.com/article/jeffrey-epstein-files-28a28aeebcfd49890e0810eb69992724
6•petethomas•28m ago•0 comments

AI 'slop' is transforming social media – and a backlash is brewing

https://www.bbc.com/news/articles/c9wx2dz2v44o
3•pseudolus•29m ago•0 comments

Build Your Own Insect Drone

https://earthchronicles.substack.com/p/building-a-biomimetic-insect-vision
3•taguniversalsw•29m ago•0 comments

Show HN: Zetoe – Instant AI actions for any selected text

https://chromewebstore.google.com/detail/zetoe-ai-writing-grammar/mfcncdeeeekkjgonodmcjajafigpgnhh
1•prince_singh•34m ago•0 comments

The Future Was Federated

https://news.dyne.org/the-future-was-federated/
1•fiatjaf•35m ago•0 comments

The Wayback Machine's plug-in to fix the internet's broken links problem

https://techcrunch.com/2026/02/04/the-wayback-machine-debuts-a-new-plugin-designed-to-fix-the-int...
3•i7l•35m ago•0 comments

I let the internet control a GitHub repo for 4 weeks

https://old.reddit.com/r/webdev/comments/1qrz4xj/i_let_the_internet_control_a_github_repo_for_4/
1•tomcam•36m ago•0 comments

Bedrock, an A.I. Startup for Construction, Raises $270M

https://www.nytimes.com/2026/02/04/business/dealbook/bedrock-robotics-ai-fundraise.html
1•lxm•38m ago•0 comments

Show HN: A Data Interchange Format

https://github.com/HyaenaTechnologies/configuration/blob/main/documentation/data-interchange.md
1•JohnMatthias•40m ago•0 comments

Novo Nordisk Warns of First Sales Drop Since Start of Ozempic

https://www.nytimes.com/2026/02/04/business/novo-nordisk-wegovy-sales-earnings.html
2•lxm•40m ago•0 comments

Realtime Eval Guide

https://developers.openai.com/cookbook/examples/realtime_eval_guide
1•gmays•41m ago•0 comments

How VPN-free remote access works

1•brintha•46m ago•0 comments

Expansion Microscopy Has Transformed How We See the Cellular World

https://www.quantamagazine.org/expansion-microscopy-has-transformed-how-we-see-the-cellular-world...
2•pseudolus•51m ago•0 comments

Anthropic Is Close to Releasing Claude Sonnet 5, per Rumors

https://www.macobserver.com/news/anthropic-is-close-to-releasing-claude-sonnet-5-per-rumors/
1•itisit•53m ago•0 comments