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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

I scraped and organized 50k Shopify stores into a dataset

1•nazbasho•50s ago•1 comments

AI still doesn't work well, businesses are faking it, and a reckoning is coming

https://www.theregister.com/2026/03/17/ai_businesses_faking_it_reckoning_coming_codestrap/
1•samizdis•3m ago•0 comments

Show HN: Autonomous Prover Running > 1hr

https://perqed.com/minutiae/
1•bneb-dev•4m ago•0 comments

AI error jails innocent grandmother for months in Fargo fraud case

https://www.inforum.com/news/fargo/ai-error-jails-innocent-grandmother-for-months-in-fargo-case
2•YeGoblynQueenne•6m ago•0 comments

In Deep-Red Idaho, a Republican Rift over Schools and 'Parental Choice'

https://www.nytimes.com/2026/03/16/us/idaho-education-republican-rift.html
1•duxup•6m ago•1 comments

The psychedelic that distorts hearing

https://psychedelirium.substack.com/p/the-psychedelic-that-distorts-hearing
2•yenniejun111•10m ago•0 comments

OpenAI to cut back on side projects to focus on core business

https://www.reuters.com/business/openai-cut-back-side-projects-focus-core-business-wsj-reports-20...
1•dev_tty01•12m ago•0 comments

Show HN: An open-source safety net for home hemodialysis

https://safehemo.com/
1•qweliantanner•12m ago•0 comments

Synthetic Training Data for Autonomous Grasping of Lunar Regolith Bags

https://www.mdpi.com/2226-4310/13/2/204
1•PaulHoule•13m ago•0 comments

Executable Archaeology

https://arxiv.org/abs/2603.13514
1•abrax3141•13m ago•0 comments

Show HN: Platform-aware script runner for Node.js projects

https://github.com/carlos-menezes/target-run
1•carlos-menezes•17m ago•0 comments

Scientists discover genetics behind leaky brain blood vessels in Rett syndrome

https://news.mit.edu/2026/scientists-discover-genetics-leaky-brain-blood-vessels-rett-syndrome-0313
1•gmays•18m ago•0 comments

Support Vector Machine in JavaScript by Andrej Karpathy (2012)

https://cs.stanford.edu/~karpathy/svmjs/demo/
1•vismit2000•19m ago•0 comments

Using Quarto to Write a Book

https://kieranhealy.org/blog/archives/2026/03/09/using-quarto-to-write-a-book/
1•jprs•20m ago•0 comments

OpenUI – The Open Standard for Generative UI

https://www.openui.com/
1•reimertz•20m ago•0 comments

Metadeception: The Truth About Oz Pearlman [video]

https://www.youtube.com/watch?v=FnwcU-XDyJ4
1•nomilk•23m ago•0 comments

Show HN: Avalon - Synthetic FHIR R4 patient data as OMOP CDM 5.4 views

https://github.com/foxtrotcommunications/foxtrotcommunications-avalon
1•brady_bastian•23m ago•0 comments

Why Are Normal Distributions Normal?

https://www.journals.uchicago.edu/doi/10.1093/bjps/axs046
1•bediger4000•24m ago•0 comments

Show HN: Self-orchestrating engineering team for Claude Code

https://github.com/navox-labs/agents
1•nahrin•27m ago•0 comments

Show HN: Dilly Labs – structured vendor selection for banks and credit unions

https://www.dillylabs.com
1•reallykanishka•31m ago•0 comments

Do political social media ads influence the outcome of elections?

https://phys.org/news/2026-03-political-social-media-ads-outcome.html
1•pseudolus•32m ago•0 comments

What if California is the most regressive state in America?

https://maxmautner.com/2026/03/09/california-regressive.html
3•mslate•35m ago•0 comments

A Nix Flake Using Literate Programming with Org Mode

https://github.com/natsukium/dotfiles
1•rrvsh•37m ago•0 comments

Show HN: I turned my Claude Max subscription into a 24/7 AI company

https://github.com/Ramsbaby/claude-discord-bridge
1•ramsbaby•41m ago•0 comments

Show HN: CEL v0.2 Pro – cryptographic black box recorder for AI systems (Python)

https://github.com/GhurtSky-GR13/colchis-log
1•GhurtSky•41m ago•0 comments

Lightweight Linux flow data collector

https://github.com/stepbrobd/rfm
1•StepBroBD•42m ago•0 comments

SignalFarm – a web app for prompt-driven song mixing

https://signalfarm.io/
1•ronpastore•42m ago•0 comments

Show HN: Extract User Intent from Prompts to Understand Usage and Cost

https://sereleum.vercel.app/
1•d41dev•45m ago•0 comments

Bill Gurley on AI bubble: A bunch of people got rich quick and a reset is coming

https://www.cnbc.com/2026/03/16/bill-gurley-ai-bubble-get-rich-quick.html
4•ericlmtn•46m ago•1 comments

Ask HN: Why does solving problems via drawing/diagrams work?

1•dvrp•49m ago•2 comments