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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

How to Test

https://matklad.github.io/2021/05/31/how-to-test.html
1•ibobev•46s ago•0 comments

PayPal Reaches $30M Pact with Justice Department over Minority Funding

https://www.wsj.com/politics/policy/paypal-reaches-30-million-pact-with-justice-department-over-m...
1•petethomas•1m ago•0 comments

Show HN: How we made MCP development feel good

https://manufact.com/blog/mcp-testing
3•pzullo•2m ago•0 comments

Amazon Music Can't Count [video]

https://www.youtube.com/watch?v=Kgq0NOK3E6c
1•getpokedagain•5m ago•1 comments

An agent skill for closed-loop validation on microservices

https://www.signadot.com/docs/integrations/coding-agents/agent-skills
1•jaguar75•6m ago•0 comments

Testing UPS(uninterruptible power supply) Output Waveforms

https://www.lttlabs.com/articles/2026/05/12/ups-exploration
2•LabsLucas•7m ago•1 comments

AI Startup Prevents $27.7M Attack

https://ittech-pulse.com/news/grego-ai-prevents-27-7million-attack-with-ai-reasoning-breakthrough/
1•gregomaspero•9m ago•0 comments

Investigating ChatGPT for advertising my software

https://successfulsoftware.net/2026/05/12/investigating-chatgpt-for-advertising-my-software/
2•hermitcrab•10m ago•1 comments

Nearly 50 Years Later, WKRP in Cincinnati Becomes a Real Radio Station

https://www.openculture.com/2026/05/nearly-50-years-later-wkrp-in-cincinnati-becomes-a-real-radio...
1•bookofjoe•10m ago•0 comments

Graphene

https://graphenedata.com/blog/introducing-graphene/
1•data_ders•11m ago•0 comments

Nika Riots

https://en.wikipedia.org/wiki/Nika_riots
2•theletterf•11m ago•0 comments

History of Bulgarian Computing [pdf]

https://itf.njszt.hu/324rtr4/uploads/2021/03/kiril_boyanov_itstar_prezentacio.pdf
1•jruohonen•12m ago•0 comments

A spell-checker in TypeScript (2020)

https://github.com/kkuchta/TSpell
1•carlos-menezes•12m ago•0 comments

A Tribute to the Windows 3.1 "Hot Dog Stand" Color Scheme (2005)

https://blog.codinghorror.com/a-tribute-to-the-windows-31-hot-dog-stand-color-scheme/
2•washingupliquid•12m ago•0 comments

GM fined under CCPA for selling CA driver data without consent

https://oag.ca.gov/news/press-releases/when-it-comes-data-privacy-consumers-must-be-driver%E2%80%...
3•dryadin•12m ago•1 comments

Small Ants Act Like Cleaner Fish

https://nautil.us/these-small-ants-act-like-cleaner-fish-1280653
1•Brajeshwar•14m ago•0 comments

Gauntlet – "You have found a treasure room"

https://superchartisland.com/gauntlet/
1•elvis70•15m ago•0 comments

Stealing a MiG-29 Was a Piece of Cake – Sort Of. Alexander Zuyev's Great Escape

https://theaviationist.com/2026/05/09/alexander-zuyevs-great-escape-part-1/
1•speckx•15m ago•1 comments

PyPy v7.3.22

https://pypy.org/posts/2026/04/pypy-v7322-release.html
1•tosh•16m ago•0 comments

Parents say ChatGPT got their son killed with bad advice on party drugs

https://www.theverge.com/ai-artificial-intelligence/928691/openai-chatgpt-wrongful-death-overdose
4•1vuio0pswjnm7•18m ago•0 comments

The Path Not Taken: Duality in Reasoning about Program Execution

https://arxiv.org/abs/2604.20917
2•PaulHoule•18m ago•0 comments

The tipping point: what happens when deaths outnumber births?

https://www.theguardian.com/world/ng-interactive/2026/may/02/what-happens-when-deaths-outnumber-b...
4•rwmj•19m ago•0 comments

AI Will Make the Academic Article Obsolete

https://www.chronicle.com/article/ai-will-make-the-academic-article-obsolete
1•Hooke•19m ago•0 comments

SpaceX and Google Are in Talks to Launch Data Centers in Orbit

https://www.wsj.com/tech/spacex-google-in-talks-to-explore-data-centers-in-orbit-7b7799e2
2•simonebrunozzi•20m ago•1 comments

Show HN: CircadianLab – Browser-based radiosity lighting simulator (WebGPU)

https://www.innerscene.com/tools/circadian-lab
1•jclarkcom•22m ago•0 comments

Show HN: DualDoc – A text editor for the AI age

https://www.dualdoc.xyz
1•jdbiggs•23m ago•0 comments

Show HN: Cutting our credential bulk-import from 17 minutes to 2

https://certscore.org/blog/from-17-min-to-2-min
1•rajatrv•24m ago•0 comments

Show HN: Gigacatalyst – Extend your SaaS with an embedded AI builder

3•namanyayg•25m ago•0 comments

Exim 4.99.3 – SMTP Mail Server – Message Transfer Agent (MTA)

https://lists.exim.org/lurker/message/20260512.145700.55e61dbb.en.html
1•neustradamus•25m ago•0 comments

The Shared Feeling of Being Harvested by the Future

https://www.nytimes.com/2026/05/12/opinion/us-china-ai-future.html
1•littlexsparkee•26m ago•0 comments