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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

An Integrative Appraisal Model of Epistemic Curiosity

https://pmc.ncbi.nlm.nih.gov/articles/PMC12894534/
1•toomuchtodo•5m ago•0 comments

Pg_savior: A Postgres extension to avoid accidental mistakes

https://github.com/viggy28/pg_savior
1•thunderbong•5m ago•0 comments

I made an interactive map for the Adelaide Rally

https://interactive-adelaide-rally.vercel.app/
1•rakmo•6m ago•0 comments

Why Book Corners won't sync contributions back to OpenStreetMap

https://www.andreagrandi.it/posts/why-book-corners-wont-sync-contributions-back-to-openstreetmap/
1•pizzaiolo•6m ago•0 comments

Accepting a Messy Git History

https://beza1e1.tuxen.de/git_two_users.html
1•birdculture•9m ago•0 comments

Frontis-MA1: Open 35B model toward recursive self-improvement

https://frontisai.github.io/OpenRSI/
1•DSemba•12m ago•0 comments

Show HN: mlxsh A lightweight CLI to serve multiple local LLMs on Apple

https://github.com/ansnadeem/mlxsh
1•ansnadeem•15m ago•0 comments

The Penny Cyclopædia of the Society for the Diffusion of Useful Knowledge (2012)

https://archive.org/details/ThePennyCyclopaediaOfTheSocietyForTheDiffusionOfUsefulKnowledge
1•nativeit•18m ago•0 comments

Connes' Rigidity Theorem: Disproof of Open AI's Counterexample and Proof

https://philarchive.org/rec/NIEWTC
2•gone35•22m ago•0 comments

Show HN: Sixwhyo – A six year old agent reviewing your code

https://6yo.dev/
1•hxii•22m ago•0 comments

NF humanoid disarm protocol: Fire-alarm protocol to stop humanoid robots

https://github.com/humblelistener/NF_HDP
1•humblelistener•22m ago•1 comments

The Toad Medicine Boom Was Built on a Myth

https://www.bloomberg.com/news/articles/2026-07-31/what-is-5-meo-dmt-the-god-molecule-and-the-per...
1•wslh•25m ago•1 comments

Ask HN: What's Next for LLMs?

2•apatheticonion•27m ago•0 comments

What if I can just do it faster than talking to you?

https://sundaylettersfromsam.substack.com/p/what-if-i-can-just-do-it-faster-than
2•thedreammachine•29m ago•1 comments

Show HN: Atomadic- Zero-LLM Sub-200us MCP Action Interlock (Storefront Restored)

https://atomadic.tech/orchard.html
1•Atomadic•29m ago•0 comments

'The language of Pokémon is universal': fans are still catching after 30 years

https://www.theguardian.com/games/2026/aug/02/the-language-of-pokemon-is-universal-why-fans-are-s...
3•tzmlab•37m ago•1 comments

Hey everyone, wanted to share something I built in case it helps someone here

https://foliumcv.com/
1•nahuelgiudizi•46m ago•1 comments

RFK Jr tells US families to vaccinate children against measles amid outbreak

https://www.theguardian.com/us-news/2026/aug/02/rfk-jr-measles-vaccination
12•doener•48m ago•1 comments

The Challenge of Recovering SpaceX's Starship at Sea [video]

https://www.youtube.com/watch?v=0i0hpJ0Hqj4
2•sbuttgereit•53m ago•0 comments

Attio – Next Gen CRM

https://attio.com
2•flurly•53m ago•0 comments

Cooked: A DIY Manifesto (2013) [pdf]

https://foodwriting.ua.edu/wp-content/uploads/2021/10/Cooked-exerpt.pdf
3•geneticdrifts•54m ago•0 comments

The diabolical world of convincing AI thirst traps

https://www.vox.com/culture/492604/ai-deepfake-gay-influencers-tiktok-thirst-traps
10•nabbed•54m ago•1 comments

Why Were the Dabaos Late?

https://www.crowdsupply.com/baochip/dabao/updates/why-were-the-dabaos-late
4•mananaysiempre•57m ago•1 comments

Crypto miners are stealing power in Southeast Asia

https://www.dw.com/en/how-crypto-miners-are-stealing-power-in-southeast-asia/a-78175364
5•tchalla•58m ago•0 comments

Europe Is a Country

https://www.noelmaurer.com/p/europe-is-a-country
4•barry-cotter•1h ago•0 comments

Study of 2M newborns shows refusing vitamin K shot led to higher bleeding risk

https://medicalxpress.com/news/2026-07-million-newborns-vitamin-shot-higher.html
2•Gaishan•1h ago•0 comments

New spinning drone hides in plain sight

https://news.northwestern.edu/stories/2026/07/new-spinning-drone-hides-in-plain-sight
8•defrost•1h ago•2 comments

Show HN: Blanked – Compare tech hiring processes by role and company

https://www.blanked.work/
2•mustafak99•1h ago•0 comments

Reaping Without Sowing

https://tjoresearchnotes.wordpress.com/2026/08/02/reaping-without-sowing/
2•mathgenius•1h ago•0 comments

Show HN: Shitty – fast terminal. Memory-unsafe and faster than yours

https://github.com/pg83/shitty
28•pshirshov•1h ago•10 comments