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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

A Website of My Own

https://un1970ix.com/notes/a-website-of-my-own
1•derleyici•1m ago•0 comments

Picasa Photo Viewer Rebuilt for Linux, Project Named Licasa

https://github.com/sanxchep/licasa
1•UncleJo7•2m ago•0 comments

Show HN: Runspace: Disposable cloud sandboxes for humans and AI agents

https://runspace.sandbox.ec/
2•dwisiswant0•4m ago•0 comments

Torture by way of Microsoft refusing to make a sale

https://www.nakedcapitalism.com/2026/10/hows-your-crapification.html
1•OgsyedIE•5m ago•0 comments

Meta strikes deal with Zuckerberg to protect him from California wealth tax

https://www.theguardian.com/technology/2026/oct/22/meta-mark-zuckerberg-california-wealth-tax
1•samizdis•6m ago•1 comments

I own a relatively new (2025) Samsung TV. I kept getting weirdly targeted ads

https://twitter.com/log4j/status/2113014142600953868
1•MrBuddyCasino•6m ago•0 comments

Encryption isn't enough to protect data wherever it goes

https://cyberscoop.com/vaultless-keyless-pseudonymization-cybersecurity-policy-op-ed/
1•giuliomagnifico•6m ago•0 comments

Show HN: An open dataset of MCP tool definitions and every change to them

https://histor.modelmarket.dev/datasets/
1•alex_artamokhov•8m ago•0 comments

Cyber-security issue hitting sites worldwide prompts 'millions' of hacking...

https://www.bbc.co.uk/news/live/ckgel5xp2xv9t
2•chrisjj•11m ago•1 comments

France and the Limits of Liberalism

https://www.noahpinion.blog/p/france-and-the-limits-of-liberalism
3•barry-cotter•12m ago•0 comments

Show HN: Pith – a proxy that cuts LLM output tokens, and refuses when it can't

https://github.com/dex0shubham/pith
1•dex0shubham•14m ago•0 comments

Chinese stocks turn biggest losers as global AI trade stumbles

https://theedgemalaysia.com/node/822195
4•miohtama•14m ago•1 comments

Could Treating AI as Conscious Make It More Dangerous?

https://spectrum.ieee.org/china-rare-earth-minerals
2•Bluestein•16m ago•0 comments

Why dating apps struggle to find a match with investors

https://finshots.in/archive/why-dating-apps-struggle-to-find-a-match-with-investors/
1•vismit2000•18m ago•0 comments

Zahada – most challenging riddles online

https://www.mcgov.co.uk/zahada.html
1•xkcd1963•20m ago•0 comments

Brotli on Nginx thread pools: ngx_mbrotli vs. ngx_brotli

https://m-compressors.github.io/2026/ngx-mbrotli-thread-pool-benchmarks/
1•Mnwa•24m ago•0 comments

Evaluating Memory Systems for AI Agents Is Harder Than It Looks

https://x.com/AgentMemoryL
2•IreneAI•24m ago•0 comments

A Non-Local, Retarded Extension of the Schrödinger Equation: QPM

https://figshare.com/articles/preprint/_p_dir_ltr_Quantum_Phase_Memory_and_Self-Coupled_Dynamics_...
1•kisnorbert•25m ago•0 comments

Show HN: Continue a ChatGPT/Claude/Gemini chat in another free AI at the limit

https://aifreetoday.com/us/transfer-chat/
1•kiterentev•30m ago•0 comments

Don't Yell at Your Agents

https://www.youtube.com/watch?v=VcIlkaI0mUk
2•claudiacsf•33m ago•0 comments

Information for Python users regarding eMudhra / emSign CA certificate security

https://discuss.python.org/t/information-for-python-users-regarding-emudhra-emsign-ca-certificate...
2•tosh•34m ago•0 comments

Palantir says it cannot shut off NATO AI systems

https://www.reuters.com/business/media-telecom/palantir-says-it-cannot-shut-off-nato-ai-system-eu...
2•doener•35m ago•1 comments

Tell HN: I unknowingly broke the PHP RCE embargo. I am sorry.

7•petecooper•35m ago•0 comments

The economics of all-you-can-eat buffets (2024)

https://thehustle.co/the-economics-of-all-you-can-eat-buffets
2•theanonymousone•35m ago•0 comments

I wrote a Windows runtime from scratch to run PC VR games on Apple Silicon

https://github.com/Ag3497120/VeRantyx
2•kofuudai•36m ago•0 comments

I Built an Interactive Sandbox to Learn Distributed Systems

https://shardcraft.dev/
1•galibi•38m ago•0 comments

What type of apartments are available at Rosemont Residency?

1•cemaljustime•41m ago•0 comments

Booking.com faces EU investigation over scams and hidden ads

https://www.courthousenews.com/booking-com-faces-eu-investigation-over-scams-and-hidden-ads/
2•hggh•43m ago•1 comments

AI-Assisted Product Discovery: How to Succeed and How to Fail

https://www.youtube.com/watch?v=gJ-rYxlkVPg
2•swolpers•45m ago•0 comments

Meta strikes deal with Zuckerberg to keep him in Calif. over billionaire tax

https://www.sfgate.com/tech/article/zuckerberg-billionaire-tax-22488181.php
2•doener•45m ago•0 comments