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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 Experimental PS1 emulator written in Zig

https://github.com/maxpoletaev/nupsx
1•Einenlum•1m ago•0 comments

People Would Rather Have Nuclear Power Plants in Their Area Than AI Data Centers

https://www.forbes.com/sites/maryroeloffs/2026/05/13/people-would-rather-have-nuclear-power-plant...
2•robtherobber•2m ago•0 comments

The gen on the family of 'vi' clones

https://jdebp.uk/FGA/vi-family.html
1•JdeBP•3m ago•1 comments

49,000 Lake Tahoe residents will lose power to data centers

https://www.shacknews.com/article/149126/lake-tahoe-residents-lose-power-data-centers
2•vrganj•5m ago•0 comments

RFV-0001: Request for Vibes

https://github.com/Request-For-Vibes/rfv
1•tomaytotomato•6m ago•0 comments

Dependency free charting library for .NET with over 40 charts, diagrams, etc.

https://github.com/EvotecIT/ChartForgeX
1•themadboy•6m ago•0 comments

Ask HN: I've been using AI for 3 years,I've lost the ability to think for myself

2•snasan•7m ago•0 comments

Gloop – A Self-Modifying AI Agent and TS Library

https://gloop.codes/
1•hypendev•9m ago•0 comments

Benchmarking Quant Backtesting Engines

https://medium.com/@DolphinDB_Inc/benchmarking-quant-backtesting-engines-dolphindb-vs-backtrader-...
1•CrazyTomato•11m ago•0 comments

BBC announces David Attenborough is returning to narrate Blue Planet III

https://themanc.com/trending/bbc-announces-david-attenborough-is-returning-to-narrate-blue-planet...
1•thunderbong•11m ago•0 comments

Dissatisfied: Three-fourths of AI customer service rollouts are a letdown

https://www.theregister.com/ai-ml/2026/05/13/ai-customer-service-bots-get-rolled-back-at-74-of-fi...
1•dijksterhuis•12m ago•0 comments

How to Pick Your Life Partner – Part 1 (2014)

https://waitbutwhy.com/2014/02/pick-life-partner.html
1•downbad_•12m ago•0 comments

Bridge Launches Computer Agent Beta

https://twitter.com/bridge_surf/status/2054600056263623046
1•Johnson8053•13m ago•0 comments

State media control shapes LLM behaviour by influencing training data

https://www.nature.com/articles/d41586-026-01486-9
3•XzetaU8•13m ago•0 comments

Save Your Tears

https://www.youtube.com/watch?v=xOsX5matrbE
1•ninjahawk1•15m ago•1 comments

What features are missing in current AI agent frameworks?

1•jeevesworks•16m ago•0 comments

Rejections on 4DGS capture app for iPhone

https://bennolan.com/p/214
1•captainbenises•18m ago•1 comments

LangPulse – Which languages are gaining traction?

https://langpulse.top/
1•xgdgsc•22m ago•1 comments

Tenstorrent Unveils Galaxy AI Platform Targeting Scale and Efficiency

https://www.forbes.com/sites/davealtavilla/2026/04/28/tenstorrent-unveils-galaxy-ai-platform-targ...
1•monkeydust•24m ago•1 comments

UX StackExchange – less questions, less answers

https://data.stackexchange.com/ux/query/625041/count-questions-and-answers-by-year#graph
1•s4074433•26m ago•1 comments

What masterpiece might Molière have written if he hadn't died in February 1673?

https://moliere-ex-machina.fr/en/
2•snoren•28m ago•1 comments

StackOverflow's Alarming Q+A Drop

https://data.stackexchange.com/stackoverflow/query/625041/count-questions-and-answers-by-year#graph
1•s4074433•29m ago•2 comments

Homemade and Minimalist Agent Composer

https://en.andros.dev/blog/ed26ea98/homemade-and-minimalist-agent-composer/
1•andros•29m ago•0 comments

Small Model Forensics

https://blog.0xmmo.co/forensics/post.html
1•mmoustafa•30m ago•0 comments

Scaling Inventory Reservations

https://shopify.engineering/scaling-inventory-reservations
1•prognostikos•31m ago•0 comments

Attention Once Is All You Need: Stateful Transformers

https://arxiv.org/abs/2605.13784
2•logotype•32m ago•0 comments

After 8 years, I rewrote my open-source PyTorch curvature library

https://github.com/noahgolmant/pytorch-hessian-eigenthings
1•noahgolmant•36m ago•1 comments

Show HN: Kubesearch, search through Kubernetes YAMLs from homelabs

https://kubesearch.dev/
1•whazor•36m ago•0 comments

The beauty of Human Hands – and how far is Robotics

https://blog.chiragmadaan.com/posts/beauty-of-human-hands/
3•sankalpmukim•40m ago•0 comments

AI Search Visibility: The Practical Guide to Generative Engine Optimization

https://chatbenchmark.com/blog/ai-search-visibility-geo-guide/
3•zbiku•41m ago•0 comments