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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Astronomers Say Recent Rash of Meteor Sightings 'Warrants Serious Investigation'

https://gizmodo.com/astronomers-say-recent-rash-of-meteor-sightings-warrants-serious-investigatio...
1•tbreschi•1m ago•0 comments

Show HN: NUPA survives 16,200x apocalypse-scale chaos AI audit (Zero Point SIM)

1•bedardbrandon89•4m ago•0 comments

Show HN: I got tired of biased (all) news so I made Claude cosplay each side

https://iran.smlz.io
1•zlingasdg•4m ago•0 comments

Daily Bible Verses Prayers

https://play.google.com/store/apps/details?id=com.happyverse.bible&hl=en_IN
1•MAHIMASETH26•5m ago•1 comments

Disabling Security Features in a Locked Bios

https://www.mdsec.co.uk/2026/03/disabling-security-features-in-a-locked-bios/
1•ledoge•6m ago•0 comments

AI tooling for software engineers in 2026

https://newsletter.pragmaticengineer.com/p/ai-tooling-2026
1•pramodbiligiri•9m ago•0 comments

Use of Large Language Models in Standards Work

https://www.w3.org/TR/llms-standards/
1•jruohonen•14m ago•0 comments

Elon Musk's lawyer accuses jury of bias, points to $4.20 reference in damages

https://nypost.com/2026/03/26/business/elon-musks-laywer-accuses-san-francisco-jury-of-bias-point...
1•1vuio0pswjnm7•16m ago•0 comments

The secret spy tech inside every credit card [video]

https://www.youtube.com/watch?v=YSJY3DvnybE
1•saikatsg•19m ago•0 comments

Live Cricket API Provider

1•maxway•21m ago•1 comments

Show HN: Run, build, and govern AI agent workflows for DevOps

https://retroshift.dev/
1•zaketum•23m ago•0 comments

The Melissa Virus of 1999

https://dfarq.homeip.net/the-melissa-virus-of-1999/
1•giuliomagnifico•23m ago•0 comments

Ask HN: File Sharing from EU to CN

1•zirkuswurstikus•29m ago•0 comments

Show HN: Boarding Pass Wallet with Leaderboard, Analytics and Trip Planning

https://borderlyai.com
1•mathaip•30m ago•0 comments

Trump signature to appear on US currency, ending 165-year tradition

https://www.reuters.com/world/us/trumps-signature-appear-us-currency-treasury-says-ending-165-yea...
1•gostsamo•31m ago•1 comments

AI and bots have officially taken over the internet, report finds

https://www.cnbc.com/2026/03/26/ai-bots-humans-internet.html
2•1vuio0pswjnm7•31m ago•1 comments

Claude AI Maker Anthropic Considers IPO as Soon as October

https://www.bloomberg.com/news/articles/2026-03-27/claude-ai-maker-anthropic-said-to-weigh-ipo-as...
1•kristianp•32m ago•1 comments

The Human Connection Moat

https://progressivedelivery.com/2026/02/28/ai-kicked-my-saas/
1•mooreds•34m ago•0 comments

Elon Musk's Boring Co. tunnels aren't wanted by most Nashville residents

https://www.cnbc.com/2026/03/26/elon-musks-boring-co-tunnels-not-wanted-by-most-nashville-residen...
2•1vuio0pswjnm7•37m ago•1 comments

Tool to reduce AI tokens and generate more detailed and accurate PRDs

https://github.com/Corbell-AI/Corbell
3•holy_pharaoh•43m ago•2 comments

Lessons from the history of Royal Society journal publishing, 1665-2015

https://arts.st-andrews.ac.uk/philosophicaltransactions/brief-history-of-phil-trans/
1•divbzero•49m ago•0 comments

Show HN: "Ask AI" for Your Website

https://peam.ai
1•afshinmeh•50m ago•0 comments

The Ozempicization of the Economy

https://kyla.substack.com/p/the-ozempicization-of-the-economy
1•dotcoma•53m ago•0 comments

Two env vars that fix PyTorch memory creep forever – no code changes

https://github.com/brjen/pytorch-memory-fix
2•rockshocker•56m ago•0 comments

Internet Yiff Machine: We hacked 93GB of "anonymous" crime tips

https://arstechnica.com/security/2026/03/internet-yiff-machine-we-hacked-93gb-of-anonymous-crime-...
1•nobody9999•57m ago•0 comments

The Torpedo Data Computer (TDC)(2006)

https://maritime.org/tech/tdc.php
1•o4c•1h ago•0 comments

Gumbel Max trick for LLM sampling

https://darshanmakwana412.github.io/2026/01/gumbel-max-trick/
2•martianlantern•1h ago•0 comments

Show HN: Spectator, a Programming Language for Cybersecurity

1•CzaxTanmay•1h ago•0 comments

Show HN: Literalizer – convert JSON and YAML into native

https://github.com/adamtheturtle/literalizer
1•adamtheturtle•1h ago•0 comments

Ubuntu 26.04 LTS Beta Is Out Now with Linux Kernel 7.0 and Gnome 50

https://9to5linux.com/ubuntu-26-04-lts-beta-is-out-now-with-linux-kernel-7-0-and-gnome-50
1•devy•1h ago•0 comments