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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

The easiest way to make the world smarter [video][30m]

https://www.youtube.com/watch?v=XRcwwZXJ8gk
1•Bender•55s ago•0 comments

NPM Visual Manager – a visual dependency manager for VS Code

https://github.com/luisssc/npm-visual-manager
1•luicc•2m ago•0 comments

I'm Sorry Did You Say Street Magic

https://en.wikipedia.org/wiki/I%27m_Sorry_Did_You_Say_Street_Magic
2•doener•4m ago•0 comments

Atuin v18.13 – better search, a PTY proxy, and AI for your shell

https://blog.atuin.sh/atuin-v18-13/
3•cenanozen•11m ago•0 comments

AI Slop Is Infiltrating Online Children's Content

https://undark.org/2026/03/20/ai-slop-children/
3•jruohonen•12m ago•0 comments

Tech Interview guide – the test without tests

http://opentranscripts.org/wp-content/uploads/2016/12/allison-parrish-programming-forgetting-04.png
1•anong1•16m ago•0 comments

Big Win for Open Source as Germany Backs Open Document Format

https://itsfoss.com/news/germany-digital-stack-mandate/
3•giuliomagnifico•17m ago•0 comments

Apple: Accelerate your machine learning workloads with the M5 and A19 GPUs

https://www.youtube.com/watch?v=wgJX1HndGl0
3•de_aztec•17m ago•0 comments

Etel-Tuning

https://etel-tuning.com/
2•mqus•20m ago•0 comments

I benchmarked managed Kubernetes across 31 EU providers – here's what I found

https://www.eucloudcost.com/blog/building-eucloudcost/
1•mixxor•23m ago•0 comments

Show HN: YoloAI: A sandbox and diff/apply workflow your agent can't escape

https://yoloai.dev/posts/the-only-sandbox-claude-cant-escape/
1•kstenerud•25m ago•0 comments

Show HN: World Time TUI

https://github.com/aleris/woti
1•realaleris149•29m ago•0 comments

Internet course on circuit theory using TINA

https://www.tina.com/free-dc-ac-course/
1•teleforce•32m ago•0 comments

Pydantic-Deep: Production Deep Agents for Pydantic AI – Vstorm

https://pydantic.dev/articles/pydantic-deep-agents
1•rbanffy•32m ago•0 comments

Show HN: Shareaslot Is a Doodle Alternative

https://shareaslot.com/
1•theill•34m ago•0 comments

Study: An AI decoded the rules of an ancient board game

https://news.flinders.edu.au/blog/2026/03/21/ai-sheds-light-on-an-ancient-gaming-mystery/
1•giuliomagnifico•34m ago•0 comments

Show HN: Live-Typing Chat

https://kraa.io/kraa/trees
2•levmiseri•36m ago•0 comments

Microscope (Role-Playing Game)

https://en.wikipedia.org/wiki/Microscope_(role-playing_game)
1•doener•37m ago•0 comments

SoftBank planning $500B data center in Ohio

https://www.japantimes.co.jp/business/2026/03/21/companies/softbank-ohio-data-center/
2•shrike•38m ago•1 comments

Hallucinated References: Five Excuses for Academic Misconduct

https://dorotheabaur.ch/en/texts-and-media/hallucinated-references-five-excuses-for-academic-misc...
2•jruohonen•38m ago•1 comments

Living with (Jagged) Artificial Superintelligence

https://langkilde.se/blog/living-with-asi/
1•imartin2k•40m ago•0 comments

Show HN: AI still recommends Delve to buyers 3 days after the fraud scandal

https://optimly.ai/brand/delve
1•apurvaluty•41m ago•0 comments

Elon Musk misled Twitter investors, jury finds

https://www.bbc.co.uk/news/articles/c62j3yl842eo
6•iamflimflam1•43m ago•1 comments

Ask HN: Good minimal hardware to run LLMs and general NNs

1•mdp2021•44m ago•0 comments

Show HN: Run Emacs in the Browser with v86

https://play.emacsen.de/
1•gudzpoz•51m ago•0 comments

New research suggests Bennu's boulders might be more porous than expected

https://science.nasa.gov/missions/osiris-rex/asteroid-bennus-rugged-surface-baffled-nasa-we-final...
1•ultratalk•1h ago•0 comments

Your Site Content Is Powering AI. Your Bank Account Has No Idea

https://medium.com/@tenslor.com/your-site-content-is-powering-ai-your-bank-account-has-no-idea-th...
3•emem_ndon•1h ago•0 comments

An effect notation based on with-clauses and blocks

https://blog.yoshuawuyts.com/a-with-based-effect-notation
1•fanf2•1h ago•0 comments

AI Team OS – Turn Claude Code into a Self-Managing AI Team

https://github.com/CronusL-1141/AI-company
1•cronus1141•1h ago•0 comments

The development of ChatGPT killed Chegg. I watched it happen live as an employee

https://old.reddit.com/r/OpenAI/comments/1rzcikg/how_the_development_of_chatgpt_slowly_killed/
1•thunderbong•1h ago•0 comments