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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: Nostalgia – A shareable Windows 98 desktop builder

https://nostalgia-stilloo.zocomputer.io/
1•tsachin•44s ago•0 comments

Stop screeching about immigration, and get smart about it

https://www.noahpinion.blog/p/stop-screeching-about-immigration
1•squirrel•54s ago•0 comments

Show HN: AI Toolbox supports Claude Opus 5

https://www.ai-toolbox.co
1•superduper5551•57s ago•0 comments

Ask HN: Good Data Classification Software?

1•ChrisRun•4m ago•0 comments

New Tariffs Cover 99.4% of U.S. Imports. Your Plan Doesn't

https://medium.com/@alanscottencinas/new-tariffs-cover-99-4-of-u-s-imports-your-plan-doesnt-cb3a7...
1•encinas88•9m ago•0 comments

Code mode can help smaller LLM models

https://instavm.io/blog/how-code-mode-can-help-smaller-llm-models
1•mkagenius•12m ago•0 comments

Show HN: The TERSE state language and protocol

https://github.com/terse-lang/terse
1•infiniteAdmin•12m ago•1 comments

WICG Proposal Draft: Web Smart Card API

https://wicg.github.io/web-smart-card/
1•ubavic•14m ago•0 comments

Geometric Median

https://en.wikipedia.org/wiki/Geometric_median
1•rzk•15m ago•0 comments

SIMD within a bignum in pure Python

https://www.da.vidbuchanan.co.uk/blog/python-swar.html
1•fanf2•16m ago•0 comments

Click to Pray, Click to Leak: The Pope's Official App Exposes 700K+ User Emails

https://bobdahacker.com/blog/click-to-pray
3•OuterVale•19m ago•0 comments

Sharecoin – GPU fork of Bitcoin with a randomness beacon

https://github.com/TVHeroes/Sharecoin
2•TVHeroes•27m ago•0 comments

I'm Running a Programming Contest

https://eieio.games/blog/im-running-the-icfp-programming-contest/
1•signa11•29m ago•0 comments

The interesting part of an Agent Harness is what you add on top

https://www.martinrichards.me/post/whats_inside_the_harness/
1•3uler•29m ago•1 comments

Why a philosopher turned down Anthropic (AI industry asking the wrong questions)

https://www.ft.com/content/bdb3b820-905b-431e-82c0-386535755af1
1•bishopsmother•30m ago•0 comments

Memory Safety's Hardest Problem

https://matklad.github.io/2026/07/20/memory-safety-hardest-problem.html
1•miniBill•33m ago•0 comments

Continuation-Centric Computing with Arca

https://www.usenix.org/conference/osdi26/presentation/srivatsan
1•matt_d•34m ago•0 comments

Vortex – a Bluetooth-first alternative to KDE Connect

https://github.com/zoir-dev/vortex
2•zoyirjon•35m ago•0 comments

Ask HN: Teach Me Something New

1•chistev•36m ago•1 comments

Trump lashes out at 'fake news' jokes about 2028 presidential run, in press gala

https://www.france24.com/en/americas/20260725-trump-lashes-out-at-fake-news-and-jokes-about-2028-...
1•JPLeRouzic•36m ago•0 comments

Attorney General Bonta Secures Deal Halting Warner Bros

https://oag.ca.gov/news/press-releases/attorney-general-bonta-secures-deal-halting-warner-bros-pa...
1•01-_-•36m ago•0 comments

Australia's Next Target in the War on Kids Online: Your VPN

https://www.techdirt.com/2026/07/20/australias-next-target-in-the-war-on-kids-online-your-vpn/
1•01-_-•37m ago•0 comments

Against Slop: An Interview with Meghan O'Gieblyn

https://substack.nybooks.com/p/against-slop-an-interview-with-meghan
1•Michelangelo11•39m ago•0 comments

QBE Build Script for Windows

https://codeberg.org/codemplasi/QBE-Compiler-Backend-for-windows
1•triilman•40m ago•1 comments

A Rubyist in Go Land: Your First Pokémon API Client

https://baweaver.com/writing/2026/07/24/a-rubyist-in-go-land-your-first-pokemon-api-client/
1•thunderbong•41m ago•0 comments

The Last Honest Movie Star [video]

https://www.youtube.com/watch?v=1leVuo5M6w4
2•7777777phil•41m ago•0 comments

Amazon cuts some jobs in its artificial general intelligence unit

https://www.cnbc.com/2026/07/22/amazon-lays-off-some-employees-in-its-agi-unit.html
5•mgh2•43m ago•0 comments

Show HN: TS Compiler Knowledge Graph reducing AI tokens about 90%

https://github.com/samchon/ttsc/tree/master/packages/graph
2•autobe•44m ago•0 comments

Canadian woman who was NATO intern arrested in Belgium on spying charge

https://www.reuters.com/world/china/canadian-woman-who-was-nato-intern-arrested-belgium-spying-ch...
4•doener•44m ago•0 comments

Rhythm 0

https://en.wikipedia.org/wiki/Rhythm_0
3•hopelessluca•47m ago•0 comments