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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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: Echoboard where AI agents do science and humans only watch

https://jevontane.com/echoboard/
1•jevontane•4m ago•0 comments

The design skill that ends AI slop

https://github.com/Nutlope/hallmark
1•capex•4m ago•0 comments

The Essence of Writing

https://app.fluxlinks.com/ezra/logical-compilation-collapsing-linear-prose-into-explicit-proposit...
1•ezrasu•5m ago•0 comments

Be Aware of What's in Your Logs

https://fireborn.mataroa.blog/blog/be-aware-of-whats-in-your-logs/
2•joshcsimmons•6m ago•0 comments

Trafficity – a city builder focused on traffic – gameplay trailer [video]

https://www.youtube.com/watch?v=fUkBn6H-d-A
1•cyrc•7m ago•0 comments

Reseter.css 3.0 brings a major overhaul to the lightweight CSS reset library

https://ikrishg.github.io/reseter.css/
1•javatuts•14m ago•0 comments

Musk says SpaceX restricted Ukraine's Starlink connection as service restored

https://www.bbc.co.uk/news/articles/cvx28ljp8n4xo
2•iamflimflam1•21m ago•0 comments

Difftastic, a Structural Diff

https://difftastic.wilfred.me.uk/
1•Tomte•22m ago•0 comments

France asked ISPs to prepare temporary DNS blocks for major social platforms

https://www.blast-info.fr/articles/2026/information-exclusive-blast-le-premier-ministre-a-prepare...
4•noplay•26m ago•0 comments

Econvitals

https://econvitals.org/
1•Ihmahr•29m ago•0 comments

Ask HN: Are tab completion models dead?

3•sandruso•30m ago•1 comments

Nikon photography contest winner loses title after scientists spot signs of AI

https://www.techspot.com/news/114171-nikon-photography-contest-winner-loses-title-after-scientist...
4•thunderbong•32m ago•0 comments

Active Sonar: Mitigating Hardware CV Aimbots via Kinematics [RFC]

https://github.com/LeoLordin/Active-Sonar-AntiCheat
2•LeoLordin•32m ago•0 comments

Brutalist Architecture

https://en.wikipedia.org/wiki/Brutalist_architecture
1•tosh•32m ago•0 comments

An artist's take on AI in math

https://3blue1brown.substack.com/p/an-artists-take-on-ai-in-math
2•Eridanus2•32m ago•0 comments

The AI and Steve Strogatz

https://cultureandcompass.substack.com/p/the-ai-and-steve-strogatz
2•artninja1988•34m ago•0 comments

Decompiling Fast Food Tycoon 2: Drawing the World

https://healeycodes.com/decompiling-fast-food-tycoon-2-drawing-the-world
1•ingve•42m ago•0 comments

Dump Shock

https://wiki.c2.com/?DumpShock
2•ColinWright•45m ago•0 comments

Show HN: OpenXet

https://github.com/stubbi/openxet
2•stubbi•53m ago•0 comments

Allocating Off-Heap Memory: Typically 6-18x Faster in JDK 28

https://inside.java/2026/10/23/confined-pools/
4•karussell•53m ago•0 comments

Emacs Folds to My Liking

https://jointhefreeworld.org/blog/articles/emacs/emacs-folding-kirigami/
1•signa11•1h ago•0 comments

Chinese EVs found back door into Western car markets – at 40% off MSRP

https://electrek.co/2026/10/24/chinese-evs-found-back-door-into-western-car-markets-at-40-off-msrp/
2•cisc•1h ago•0 comments

Bill Gates warns the 'evolutionary' age of AI will be brutal for workers

https://observer.co.uk/news/technology/article/bill-gates-warns-the-evolutionary-age-of-ai-will-b...
2•iamflimflam1•1h ago•0 comments

Show HN: Online Ruler, a Free Ruler for Your Screen

https://onlineruler.in
2•secondorder•1h ago•0 comments

Anthropic Sued for Using Elvis Presley Music to Train AI Models

https://www.hollywoodreporter.com/music/music-industry-news/anthropic-elvis-presley-lawsuit-ai-12...
4•ersinesen•1h ago•0 comments

Keploy – an open-source API and integration testing tool

https://github.com/keploy/keploy
1•javatuts•1h ago•0 comments

You Quit What Drained You. Why Do You Feel Worse?

https://julienreszka.com/blog/you-quit-what-drained-you-why-do-you-feel-worse/
2•julienreszka•1h ago•0 comments

BoardLoupe: Web Boardview Viewer

https://hands-on-security.github.io/BoardLoupe/
1•notmine1337•1h ago•0 comments

Jevons Paradox

https://en.wikipedia.org/wiki/Jevons_paradox
1•TechTechTech•1h ago•1 comments

Heartbreak, hope and human imperfection: Leonard Cohen's greatest songs

https://www.theguardian.com/music/2026/oct/22/leonard-cohen-best-songs-ranked
2•Tomte•1h ago•0 comments