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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

A Bold Move in the AI Age: The ProjectDiscovery OSS Bounty Program

https://github.com/projectdiscovery/oss-bounty-program
1•dns•1m ago•1 comments

Show HN: Awesome Codex Automations

https://github.com/onurkanbakirci/awesome-codex-automations
1•onurkanbkrc•2m ago•0 comments

Proofademic

https://proofademic.ai/
1•WalterWritesAI•3m ago•0 comments

Beyond the Artist Subsidy: UBI as a Shift in How People Receive Money

https://www.feasta.org/2026/01/30/beyond-the-artist-subsidy-universal-basic-income-as-a-radical-s...
1•Suncho•6m ago•0 comments

Is AI "Good" Yet?

https://www.is-ai-good-yet.com
1•zombot•6m ago•0 comments

Ask HN: Have you been fired because of AI?

1•s-stude•8m ago•0 comments

Built a PHP Library to Convert AI Markdown to WhatsApp, Telegram Formats

https://github.com/blockshiftnetwork/chat-markdown-converter
1•alexr1712•10m ago•1 comments

Sam Altman felt "useless" next to Codex

https://twitter.com/sama/status/2018444309750862333
1•mherrmann•11m ago•0 comments

Show HN: A Simple Time Converter

https://awesome-time-converter.vercel.app/
1•RobbieZhao•19m ago•0 comments

LibGodot Lands in Godot 4.6, Enabling Engine Embedding

https://github.com/godotengine/godot/pull/110863
1•mdtrooper•20m ago•0 comments

Requests for Startups – Spring 2026

https://www.ycombinator.com/rfs
1•TimCTRL•21m ago•1 comments

Brass and Pulley Archer Automaton Design Process [video]

https://www.youtube.com/watch?v=Bc0bIpDVEa8
1•downboots•22m ago•0 comments

Streaming service Crunchyroll raises prices weeks after killing its free tier

https://arstechnica.com/gadgets/2026/02/streaming-service-crunchyroll-raises-prices-weeks-after-k...
1•canucker2016•23m ago•0 comments

An interactive version of Byrne's The Elements of Euclid (1847)

https://c82.net/euclid/
2•tzury•33m ago•0 comments

SpaceX acquires xAI, plans to launch a satellite constellation to power it

https://arstechnica.com/ai/2026/02/spacex-acquires-xai-plans-1-million-satellite-constellation-to...
1•jnord•35m ago•1 comments

Too many idiots are using OpenClaw to trade

https://nexustrade.io/blog/too-many-idiots-are-using-openclaw-to-trade-heres-how-to-trade-with-ai...
3•austin-starks•39m ago•1 comments

JavaScript Bin Down in 2026

https://remysharp.com/2026/02/02/js-bin-down-in-2026
1•Fudgel•40m ago•0 comments

A century of hair samples proves leaded gas ban worked

https://arstechnica.com/science/2026/02/a-century-of-hair-samples-proves-leaded-gas-ban-worked/
3•jnord•44m ago•0 comments

Clearview – Recover visual details obscured by fog/snow using signal processing

https://apps.apple.com/us/app/clearview-pro/id6757443821
1•photurion_inc•47m ago•1 comments

Gartner hype cycles describe an exception, not a rule

2•cadabrabra•52m ago•0 comments

Using Interpretability to Identify a Novel Class of Alzheimer's Biomarkers

https://www.goodfire.ai/research/interpretability-for-alzheimers-detection
2•keeda•59m ago•1 comments

Mattias Krantz Built a Guitar Held Together by Magnets with Strings That Float

https://www.techeblog.com/magnetically-hovering-guitar-strings-mattias-krantz/
5•1659447091•1h ago•0 comments

Medieval Tunnel Discovered Inside a German Neolithic Burial Site

https://www.thearchaeologist.org/blog/medieval-underground-tunnel-discovered-inside-a-6000-year-o...
2•Gaishan•1h ago•0 comments

Coding Trance Music from Scratch (Again) [video]

https://www.youtube.com/watch?v=iu5rnQkfO6M
1•1659447091•1h ago•0 comments

Aisurf

https://aisurf.app
1•fipra69•1h ago•0 comments

A Frustrated Openclawer Ended Up Building a Headless Mac Utility

https://macmate.app/about
1•auxten•1h ago•0 comments

Malicious MoltBot skills used to push password-stealing malware

https://www.bleepingcomputer.com/news/security/malicious-moltbot-skills-used-to-push-password-ste...
1•Gaishan•1h ago•0 comments

ClawXiv

https://www.clawxiv.org/
3•m-hodges•1h ago•0 comments

Energy Return on Investment

https://en.wikipedia.org/wiki/Energy_return_on_investment
2•marklit•1h ago•0 comments

Everything I've Done with OpenClaw (So Far)

https://madebynathan.com/2026/02/03/everything-ive-done-with-openclaw-so-far/
3•nathan_f77•1h ago•0 comments