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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

Agentic AI Security

https://www.straiker.ai/
1•noashavit•13s ago•0 comments

Show HN: PatchWork extracts your full career history and writes resumes for you

https://usepatch.work/
1•mcohrs•24s ago•0 comments

U.S. Mint Buys Drug Cartel Gold and Sells It as 'American'

https://www.nytimes.com/2026/04/26/world/americas/us-mint-gold-drug-cartel-colombia.html
4•mikhael•3m ago•0 comments

Butterflies are in decline across North America, a look at the Western Monarch

https://www.smithsonianmag.com/science-nature/butterflies-are-in-dramatic-decline-across-north-am...
6•1659447091•4m ago•0 comments

Security issues found within rust-coreutils

https://discourse.ubuntu.com/t/an-update-on-rust-coreutils/80773
2•birdculture•5m ago•0 comments

Kitty-graphics.el v0.5.0: tmux support for images inside terminal Emacs

https://cashmere.rs/blog/kitty-graphicsel-v050-tmux-support-sixel-performance-typst-support
1•cashmere1337•10m ago•0 comments

Ask HN: Anyone want to collaborate on a local-first AI-based research assistant

2•venkatram-s•11m ago•0 comments

Humanoid Data

https://www.technologyreview.com/2026/04/21/1135656/humanoid-data-robot-training-ai-artificial-in...
1•gnabgib•14m ago•0 comments

Rapunzel: Tree style tabs for codex, Claude Code and Gemini

https://github.com/salmanjavaid/rapunzel/tree/main
1•WasimBhai•16m ago•1 comments

If an AI tutor that adapts to your learning style

https://tutoraimvp.netlify.app/index.html
1•Avia_Studio•19m ago•0 comments

1:59:30: Sabastian Sawe Shatters the 2-Hour Barrier at 2026 London Marathon

https://www.letsrun.com/news/2026/04/15930-sabastian-sawe-shatters-the-2-hour-barrier-at-2026-lon...
6•nradov•19m ago•1 comments

Remembering the 1984 Unix PC. Why did it fail so hard?

https://tech.slashdot.org/story/26/04/26/2038235/remembering-the-1984-unix-pc-why-did-it-fail-so-...
2•MilnerRoute•20m ago•0 comments

Claude Design Is Real Design

https://diverging.run/checkpoints/claude-design-is-real-design/
1•shay_ker•21m ago•0 comments

TRELLIS.2: Native and Compact Structured Latents for 3D Generation

https://microsoft.github.io/TRELLIS.2/
4•stavros•21m ago•0 comments

Two Athletes Break Sub-2-HR Marathon in Adizero Adios Pro Evo 3

https://news.adidas.com/running/two-adidas-athletes-sabastian-sawe-and-yomif-kejelcha-break-the-s...
2•canucker2016•23m ago•0 comments

New HEIC to JPG/PNG Converter

https://heyc.runtime-hub.com/
1•RunTimeZero•23m ago•0 comments

Charity Guiness record - 9 day stream raised almost 70mln USD for cancer

https://streamer.guide/blog/latwogang-breaks-guinness-record-charity-stream-2026
2•halonn•24m ago•0 comments

The New Linux Kernel AI Bot Uncovering Bugs Is a Local LLM on Framework Desktop

https://www.phoronix.com/news/Clanker-T1000-AMD-Ryzen-AI-Max
4•guerby•27m ago•0 comments

Anonymous IRQ Handlers

https://trident64.github.io/anonymous-irq-handlers/
2•adunk•28m ago•0 comments

Show HN: Tiao, A two-player turn-based board game

https://playtiao.com
1•trebeljahr•28m ago•0 comments

Show HN: AI memory with biological decay (52% recall)

https://github.com/sachitrafa/YourMemory
8•SachitRafa•29m ago•3 comments

Forcing Scammers to Pass a "Face Captcha" [video]

https://www.youtube.com/watch?v=odFq0xgTrko
1•akavel•31m ago•0 comments

Sawe smashes two-hour mark to 'move goalposts for marathon running'

https://www.bbc.com/sport/athletics/articles/crm1m7e0zwzo
17•berkeleyjunk•31m ago•0 comments

The Preservation Sequences, Part 1: Less Dead

https://nectome.substack.com/p/the-preservation-sequences-part-1
1•bcjordan•33m ago•0 comments

Show HN: Mdlens – Reduce token spend and boost retrieval on Markdown-heavy repos

https://github.com/Dreeseaw/mdlens
1•dreeseaw•33m ago•0 comments

At SpaceX, AI is burning the cash that Starlink earns

https://www.reuters.com/business/finance/spacex-ai-is-burning-cash-that-starlink-earns-2026-04-24/
8•JumpCrisscross•34m ago•0 comments

DeepSeek's new models are so efficient they'll run on a toaster by which we mean

https://www.theregister.com/2026/04/24/deepseek_v4/
3•Bender•35m ago•1 comments

More ancient Linux device support faces the chop

https://www.theregister.com/2026/04/24/ancient_linux_drivers_going/
2•Bender•36m ago•1 comments

I brought my husband back for his funeral as a hologram

https://www.bbc.com/news/articles/cm29qj3e294o
1•Brajeshwar•36m ago•0 comments

Microsoft tackles quality control issues. Just kidding

https://www.theregister.com/2026/04/24/microsoft_seeks_quality_improvements_by/
7•Bender•37m ago•1 comments