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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

Wolcott man pleads guilty to $1M cryptocurrency fraud

https://www.wtnh.com/news/connecticut/new-haven/wolcott-man-pleads-guilty-to-1m-cryptocurrency-fr...
1•paulpauper•3m ago•0 comments

A Nice Tracking Website

https://www.trumpactiontracker.info/?domains=1%2C1%2C0%2C0%2C0%2C0%2C0%2C1%2C0%2C0
1•oldfuture•3m ago•0 comments

Show HN: Wellbody [Body Health Tamagotchi]

https://wellbody.me
1•RAGcontent•3m ago•0 comments

New Proliferation Era – Why more countries will build the bomb

https://northbranchmedia.substack.com/p/the-new-proliferation-era
1•northbranchm•4m ago•0 comments

Show HN: Drop in a folder of HTML and get back a private URL

https://eze.page/
1•ahyield•5m ago•0 comments

A Decade-Old Bug That Could Have Minted Unlimited XRP

https://247wallst.com/investing/cryptocurrency/2026/10/10/a-decade-old-bug-that-could-have-minted...
1•paulpauper•6m ago•0 comments

MapleSpire – Open-source C4 architecture modelling, offline-first

https://maplespire.ca/en/
1•oliveralbertini•7m ago•0 comments

A $168,000 Michael Jordan rookie card rocked the $15B card industry

https://www.businessinsider.com/anthony-curcio-trading-fraud-scandal-psa-2026-8
1•paulpauper•7m ago•0 comments

Do Not Trust, Continuously Verify (Your AI Agents)

https://altchan.org/sh/41
1•Bender•9m ago•0 comments

Upcoming Critical PHP Security Release

https://www.php.net/index.php
3•kacy•9m ago•0 comments

Show HN: One click flight booking in Claude

https://mcp.bonbook.co/claude-setup
3•themagyar•14m ago•0 comments

AGI-S – an AI platform I'm building

1•smitsjoshi•14m ago•1 comments

Musk calls Tesla-SpaceX merger a 'good idea'

https://www.reuters.com/business/media-telecom/spacex-quarterly-revenue-jumps-beats-estimates-ai-...
3•lossolo•17m ago•2 comments

When AI agents take matters into their own hands

https://www.economist.com/business/2026/10/15/when-ai-agents-take-matters-into-their-own-hands
2•ijidak•19m ago•0 comments

How We Manage More Than 11,000 Application Configuration Parameters

https://medium.com/@krawa76/how-we-manage-more-than-11-000-application-configuration-parameters-1...
2•krawa76•20m ago•0 comments

Generate Scripts with Amytis

https://www.amytis.io/blog/generate-scripts-with-amytis
2•JohnHammersley•21m ago•0 comments

Node.js Wednesday, October 21, 2026 Security Releases

https://nodejs.org/en/blog/vulnerability/october-2026-security-releases
2•defenestration•22m ago•0 comments

Push-based KV transfer to improve TTFT, TPOT for disaggregated inference in vLLM

https://aws.amazon.com/blogs/machine-learning/push-based-kv-transfer-to-improve-ttft-and-tpot-for...
2•gmays•23m ago•0 comments

Tiny London

https://tiny.london/
2•duck•25m ago•0 comments

Three nested stars suffice in generalized regex [pdf]

https://github.com/openai/math/blob/main/preprints/Generalized-Star-Height-at-Most-Three-Septembe...
2•rnbnnnn•29m ago•1 comments

Learning Without Backpopagation

https://idlemachines.co.uk/essays/learning-without-backpropagation
2•smaddrellmander•29m ago•0 comments

Doom and Tim = AAAAuehhh [video]

https://www.youtube.com/watch?v=RDBpSvLBBlM
2•hefner1456•30m ago•0 comments

Do Spammers Deserve Death?

https://www.gojiberries.io/do-spammers-deserve-death/
2•neehao•30m ago•1 comments

Show HN: Pace or Pause – Explore where people stand on AI development

https://paceorpause.com/
2•DashiellB•31m ago•0 comments

Revisiting Open Science in the Age of AI

https://carlystrasser.substack.com/p/revisiting-open-science-in-the-age
2•JohnHammersley•34m ago•0 comments

1,208,577 business ideas. Free

https://idealab.ai/
3•pmdlt•38m ago•3 comments

Cities Across the World Sinking from Groundwater Depletion: It Can Be Reversed

https://cleantechnica.com/2026/10/20/cities-across-the-world-are-sinking-because-of-groundwater-d...
2•gumby•38m ago•0 comments

The painter behind Manhattan’s Gilded Age interiors

https://engelsbergideas.com/notebook/the-unknown-painter-behind-manhattans-gilded-age-interiors/
3•hoffmannesque•40m ago•0 comments

2,200-Year-Old Fingerprints Reveal Who Built China's Mysterious Terracotta Army

https://www.sciencealert.com/2200-year-old-fingerprints-reveal-who-really-built-chinas-mysterious...
2•gmays•41m ago•0 comments

Anthropic Does Not Understand Why Its Draft Bill Was Unacceptable and Troubling

https://thezvi.substack.com/p/anthropic-does-not-understand-why
2•7777777phil•41m ago•1 comments