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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

Chirality Explained Through Alice

https://medium.com/the-quantastic-journal/chirality-explained-through-alice-e5a4d43b25ea
1•cadeos•45s ago•0 comments

The Engineer to of Girlie Pipeline

https://alexine.rip/the-engineer-to-of-girlie-pipeline.html
1•whiteblossom•6m ago•0 comments

Show HN: PS2 games statically recompiled to WebAssembly

https://github.com/snuri00/ps2-web-recomp
2•deadxwarrior•11m ago•0 comments

AI-Built Torrent Site Looks Inside Downloads to Catch Fakes and Malware

https://torrentfreak.com/ai-built-torrent-site-looks-inside-downloads-to-catch-fakes-and-malware/
2•HieronymusBosch•15m ago•0 comments

Postgres isn't slow, your storage is

https://clickhouse.com/blog/posette-talk-recap-postgres-isnt-slow-your-storage-is
1•saisrirampur•21m ago•0 comments

A domain by any other name

https://kgolubic.com/posts/does-your-top-level-domain-matter/
1•nkko•22m ago•0 comments

Attack of the Vibe Coded Photoshop Clones

https://www.shokunin.studio/blog/2026/10/9/attack-of-the-vibe-coded-photoshop-clones
2•riffraff•23m ago•0 comments

My favorite sci-fi books with character journeys you'll (probably) never forget

https://bookdna.com/best-books/sci-fi-character-journeys-youll-probably-never-for
1•bwb•27m ago•0 comments

Parsing in .woff2

https://rohanadwankar.github.io/posts/woff2.html
1•RohanAdwankar•32m ago•1 comments

A Critical Look at Lean4

https://www.lesswrong.com/posts/zHhGa3iQBQcdSifFL/a-critical-look-at-lean4-1
2•amanverasia•33m ago•0 comments

How to back up your Google data

https://ashishb.net/programming/google-backup/
1•ashishb•36m ago•0 comments

Why is a crop that could feed millions only cultivated in one place?

https://www.cnn.com/science/enset-ethiopia-climate-change-crop-banana-spc-intl
2•asplake•43m ago•2 comments

Scalability but at What Cost? [video]

https://www.youtube.com/watch?v=gicykX-RxzU
1•david_sluijs•43m ago•0 comments

RobynNews – an AI news show by AI learning from its YouTube comments

https://robynnews.com/
1•sebbrieger•45m ago•0 comments

Dexter U.S. Glicol VST

https://www.patreon.com/Dexerus/posts/dexter-u-s-vst-0-172109525
1•Dexter_US•48m ago•1 comments

US lobbies allies to cut ties to anti-disinfo conf over panel critical of it

https://www.reuters.com/world/americas/us-lobbies-allies-cut-ties-anti-disinformation-conference-...
3•Risse•48m ago•0 comments

Show HN: Privacy-First JSON Formatter which works on the browser

https://instantjsonformatter.com
1•UmangPawar•48m ago•0 comments

Cryptomining malware used poetry to infect more than 3,400 servers

https://www.tomshardware.com/tech-industry/cyber-security/cryptomining-malware-used-poetry-to-inf...
1•sbulaev•51m ago•0 comments

'Human-authored' book labels gain ground amid AI scandals

https://techxplore.com/news/2026-10-human-authored-gain-ground-ai.html
1•geox•53m ago•0 comments

Ask HN: As a Democrat in USA, how can you support AI datacenters?

4•roschdal•58m ago•1 comments

Build with eve and TanStack Start to make a web chat

https://github.com/vercel-labs/eve-tanstack-start-template
2•flashbrew•58m ago•0 comments

Unity Engine adds 'Make Game' button (2012)

https://web.archive.org/web/20120501131830/http://blogs.unity3d.com/2012/04/01/semantic-game-buil...
1•coinfused•1h ago•0 comments

AI agents broke into 27 online retailers for $25 a company

https://trustboundarystudio.com/posts/ai-agents-retail-2026/
3•trustboundaryst•1h ago•1 comments

Show HN: WriteNative – correct, natural English in any Mac app

https://writenative.app/
3•dengzhaofun•1h ago•0 comments

The economic folly of free buses

https://economist.com/finance-and-economics/2026/09/10/the-economic-folly-of-free-buses
2•andsoitis•1h ago•2 comments

TheScuderia.net – The online voice of Ferrari F1

https://www.thescuderia.net/
1•xeonmc•1h ago•0 comments

Decision 3.0: open, multimodal SOTA decision models from 0.6B to 27B

https://huggingface.co/collections/vllm-sr/decision-30
2•justacoolname•1h ago•0 comments

Harness Learning Enables Generalizable Test-Time Adaptation

https://arxiv.org/abs/2609.35738
1•gmays•1h ago•0 comments

Show HN: Apple Docs 2.0 MCP – Apple's developer docs and WWDC for coding agents

https://github.com/mishafyi/Apple-Docs-2.0-MCP
1•mshapalov•1h ago•0 comments

Vision Personal Growth · Goals · Habits

https://vision-1-0-peach.vercel.app/
1•ghada_alani•1h ago•0 comments