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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

Cloudflare Ohttp Gateway

https://blog.cloudflare.com/announcing-cloudflare-ohttp-gateway/
1•est•4m ago•0 comments

Show HN: Claude Scrolls TikToks for Me

https://tryrevline.com/
1•ZuraMakaradzeHe•4m ago•0 comments

Delta Is the Only Big Four Airline That Won't Use Starlink–Elon Musk Is Furious

https://www.wsj.com/business/airlines/delta-is-the-only-big-four-airline-that-wont-use-starlinkan...
2•doener•8m ago•0 comments

Lean Game Server: A repo of learning games for Lean

https://adam.math.hhu.de/
2•crescit_eundo•10m ago•1 comments

Hanami, Why?: Bits and Bobs

https://aaronmallen.me/writing/hanami-why-bits-bobs
1•thunderbong•17m ago•0 comments

Ask HN: Will source code become expensive if developers stop using GitHub?

3•debamitro•19m ago•1 comments

The Void: From Zero-Byte Responses to Continuation Control

https://zenodo.org/records/23070524
2•rayanpal_•22m ago•0 comments

Show HN: Fakeflac-go – A tool for quickly finding "fake" .flac files

https://github.com/drichline/fakeflac-go
1•DakotaR•23m ago•0 comments

Show HN: Hall Monitor. See all your agents across machines on your Mac's Notch

https://github.com/hiteshbandhu/hallmonitor
2•HiteshBandhu•24m ago•1 comments

SoftServe: A Scalable Quasi-Newton Method for Deep Learning

https://arxiv.org/abs/2610.02182
1•E-Reverance•32m ago•0 comments

Is Claude Conscious?

https://www.nytimes.com/2026/09/29/us/anthropic-claude-morals-ai.html
3•Anon84•36m ago•1 comments

Influencers are the private equity of culture

https://saturation.social/@jkottke/117370076406055289
2•colinprince•37m ago•0 comments

How to stay smart in the age of AI: the science of critical thinking

https://www.nature.com/articles/d41586-026-02930-6
1•zzzeek•40m ago•0 comments

How fast can a computer-use agent finish the job?

https://cuaspeedrun.com/
2•handfuloflight•40m ago•0 comments

Academic Doomerism

http://muratbuffalo.blogspot.com/2026/09/academic-doomerism.html
1•greghn•42m ago•0 comments

Humanoid robots won't surprise us when they arrive

https://philipotoole.com/humanoid-robots-wont-surprise-us-when-they-appear/
2•otoolep•46m ago•0 comments

Tavus claims 48% pass rate if video Turing test

https://twitter.com/tavus/status/2105704169009246248
1•CoryOndrejka•49m ago•0 comments

New York City should carefully measure a new tree

https://blog.willmeye.rs/new-york-city-should-carefully-measure-a-new-tree/
1•willmeyers•51m ago•0 comments

MTurk closed this week: how to keep Ground Truth and A2I workflows running

https://services.deepen.ai/guides/mturk-ground-truth-a2i-migration
1•mmusa•52m ago•0 comments

Prenatal exposure to the plasticizer DEHP increases autism and ADHD

https://www.sciencedirect.com/science/article/pii/S2666634026002941
2•OutOfHere•52m ago•2 comments

AmiGalaga: Galaga for the stock A500 at 50 FPS (OCS, 512K), open source

https://www.reddit.com/r/amiga/comments/1ww5jaf/amigalaga_galaga_for_the_stock_a500_at_50_fps_ocs/
1•doener•54m ago•0 comments

Go Mqtt Cluster Tracker

https://github.com/AUTOSOLN/swarmy-mqtt
1•redbeard281•57m ago•0 comments

Do Less, So You Can Do Better

https://www.indiehackers.com/post/do-less-so-you-can-do-it-better-3ea77e92b4
4•donchuru•57m ago•0 comments

V8.16 Global Optimal Parser – Lossless Data Compression

https://gitlab.com/4d-solutions-gruppe/project-v816-parser/-/blob/main/README.md
1•Amaniel•59m ago•0 comments

ThreeJS Port of OpenDLSS-NR

https://github.com/bhouston/three-dlss-nr/
1•bhouston•1h ago•0 comments

Agentic Robotics Solves an Industrial Production Problem

https://www.ambirobotics.com/blog/agentic-robotics/
1•gmays•1h ago•0 comments

Gloss – Annotate live code and provide feedback to an agent

https://github.com/ryanbrunner/gloss
2•ryanbrunner•1h ago•1 comments

ArXiv imposes rate limit on paper submissions to stem the AI slop tide

https://www.theregister.com/ai-and-ml/2026/10/02/arxiv-imposes-rate-limit-on-paper-submissions-to...
4•sbulaev•1h ago•2 comments

IINA 1.5.0

https://github.com/iina/iina/releases/tag/v1.5.0
1•l2dy•1h ago•0 comments

We Used Gas Town to Build a Wasteland – an honest remediation gastown log

https://gist.github.com/bdmorin/b14ce7b054046cbc0153666e02abb196
1•mutant•1h ago•0 comments