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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

GrapheneOS duress PIN could land a man in prison

https://www.androidauthority.com/grapheneos-duress-pin-us-prosecution-3691271/
1•kitd•4m ago•0 comments

The Algorithmic Atelier

https://www.doc.cc/articles/the-algorithmic-atelier
1•kaizenb•6m ago•0 comments

Operating a computer with your tongue: the Augmental MouthPad [video]

https://www.youtube.com/watch?v=xReyIF5pwRo
1•jibcage•8m ago•0 comments

'Who wants to be hired' now outnumbers 'Who is hiring'

https://ej29-r3d.github.io/hacker-news-hiring-trends/
1•Tronickle•9m ago•1 comments

Discord Must Verify Texas Users' Age Under Judge's Ruling

https://news.bloomberglaw.com/litigation/discord-must-verify-texas-users-age-under-judges-ruling
1•1vuio0pswjnm7•11m ago•0 comments

LA Social Media Trial Dismissal Leaves Landscape of Cases

https://news.bloomberglaw.com/litigation/la-social-media-trial-dismissal-leaves-vast-landscape-of...
1•1vuio0pswjnm7•14m ago•0 comments

Error Certificates for KV-Cache Eviction via Randomized Design

https://arxiv.org/abs/2607.21475
1•sbulaev•14m ago•0 comments

Show HN: Integrate any CLI agent into any terminal

https://terminai.app
2•emosenkis•15m ago•0 comments

Databrick Genie

https://www.getwren.ai/post/genie-meter-is-on-roi-of-owning-your-genbi
1•xingfu•19m ago•0 comments

Google Can't Block Ex-NPR Host Voice Suit with Copyright Shield

https://news.bloomberglaw.com/ip-law/google-cant-block-ex-npr-host-voice-suit-with-copyright-shield
1•1vuio0pswjnm7•21m ago•0 comments

Microsoft launches new in-house AI models. Cuts costs up to 89% versus OpenAI

https://venturebeat.com/infrastructure/microsoft-launches-new-in-house-ai-models-it-says-cut-cost...
2•thunderbong•22m ago•0 comments

The Two Sources of Noise Every LLM Evaluation System Must Handle

https://wilburhimself.github.io/blog/64-the-two-sources-of-noise-every-llm-evaluation-system-must...
1•wilburhimself•24m ago•0 comments

GrapheneOS protections against data extraction from locked devices

https://discuss.grapheneos.org/d/40700-grapheneos-protections-against-data-extraction-from-locked...
2•Cider9986•24m ago•0 comments

Chute – 10GB free file transfer with optional E2E encryption

https://chute.codecraftsol.org/
1•sasenb•27m ago•1 comments

Shediy

https://shediy.app/
1•gr3ggg•34m ago•0 comments

Show HN: I built a hypervisor and client for inference on consumer compute

https://scalattice.com/blog/openai-sdk-scalattice/
1•RomulusHill•38m ago•0 comments

Jedi Knight fansite has been running consistently for almost 30 years

https://www.pcgamer.com/games/action/conceived-in-a-secure-military-facility-this-jedi-knight-fan...
3•Apocryphon•41m ago•0 comments

Show HN: Hydra, a local-first trust control plane that routes AI by confidence

https://hydra.uvansa.com/
1•jhaankit373•42m ago•0 comments

Syria's ancient sites face widespread looting and systematic bulldozing

https://phys.org/news/2026-07-syria-ancient-sites-widespread-looting.html
1•mdp2021•46m ago•0 comments

Neuromancer – Official Teaser

https://www.youtube.com/watch?v=g79GPZSQHBk
4•fourampers•49m ago•1 comments

Show HN: Free tool that insults your code but also finds real bugs

https://zlvox.com/tools/roast-my-code
2•mrdisloyal•53m ago•0 comments

Introduction to LLM Inference

https://kraghavan.ca/llm-infrastructure/inference/2026/04/14/re-introduction-to-inference.html
2•kraghavan•1h ago•1 comments

What Love Island tells us about the changing face of dating

https://www.bbc.co.uk/news/articles/c935q2k6pxqo
2•mmarian•1h ago•0 comments

Kaappi – r7rs scheme written in Zig

https://github.com/kaappi/kaappi
3•s20n•1h ago•0 comments

LLM-as-a-Judge Field Guide

https://kraghavan.ca/llm-infrastructure/evaluation/2026/07/25/llm-as-a-judge-field-guide.html
1•kraghavan•1h ago•0 comments

Only Pay for Human Ad Clicks

https://botaudit.co/
1•techguydiy•1h ago•0 comments

The Myth and the Medal(2015) [pdf]

https://www.ams.org/notices/201501/rnoti-p15.pdf
1•num42•1h ago•0 comments

Maybe we should revisit microkernels

https://notes.hella.cheap/maybe-we-should-revisit-microkernels.html
5•morkin•1h ago•2 comments

Shoppers rewire grocery routines while digesting biggest price jump in 50 years

https://abcnews.com/US/wireStory/americans-rewire-grocery-shopping-routines-digesting-biggest-pri...
2•geox•1h ago•0 comments

Thanatos Rising

https://theamericanscholar.org/thanatos-rising/
3•Caiero•1h ago•0 comments