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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Economists Once Dismissed the A.I. Job Threat, but Not Anymore

https://www.nytimes.com/2026/04/03/business/economists-once-dismissed-the-ai-job-threat-but-not-a...
1•bookofjoe•24s ago•1 comments

Ask HN: Do you have a "reboot" or "resync" protocol to get back on track?

1•znpy•39s ago•0 comments

Tauri and pty agent skill for Rust desktop apps

https://github.com/yofabr/tauri-pty
1•yofabr•2m ago•1 comments

Show HN: Plan with Centel – ship like Anthropic

https://usecentel.com/
1•marcel-felix•2m ago•0 comments

OmniSearch: Fast Windows file search built with Tauri, Rust, and C++

https://github.com/Eul45/omni-search
1•eyuel_engida•4m ago•0 comments

Cursor CEO: vibe coding builds 'shaky foundations', eventually 'things crumble'

https://fortune.com/article/cursor-ceo-vibe-coding-warning/
1•akyuu•4m ago•0 comments

Hegseth says U.S. troops are fighting for Jesus. The Pope disagrees

https://www.nytimes.com/2026/04/03/world/middleeast/pope-iran-war.html
4•lr0•4m ago•0 comments

Show HN: AI agent skills for affiliate marketing (Markdown, works with any LLM)

https://github.com/Affitor/affiliate-skills
1•sonpiaz•6m ago•0 comments

Nvidia Nemotron 3: Efficient and Open Intelligence

https://arxiv.org/abs/2512.20856
1•andsoitis•7m ago•0 comments

Semantic Search Without Embeddings

https://softwaredoug.com/blog/2026/01/08/semantic-search-without-embeddings
1•handfuloflight•8m ago•0 comments

"Cognitive surrender" leads AI users to abandon logical thinking, research finds

https://arstechnica.com/ai/2026/04/research-finds-ai-users-scarily-willing-to-surrender-their-cog...
5•Bender•9m ago•0 comments

Iran Strikes Leave Amazon Availability Zones "Hard Down" in Bahrain and Dubai

https://www.bigtechnology.com/p/iran-strikes-leave-amazon-availability
4•upofadown•9m ago•0 comments

How do you stop important decisions getting buried in chat?

https://www.getsquad.app/
1•ardwino•11m ago•0 comments

Ask HN: Are agents _still_ writing most of your code?

2•etamponi•11m ago•0 comments

Gentoo has GNU Hurd images now

https://www.gentoo.org/news/2026/04/01/gentoo-hurd.html
2•kogasa240p•12m ago•1 comments

Using multiple AI agents as an architectural review council

https://www.petervanonselen.com/2026/04/03/the-council-will-see-you-now/
2•terra_nera•14m ago•0 comments

Snapshot Testing in Go with `Expect`

https://funnelstory.ai/blog/engineering/snapshot-testing-in-go-with-expect
1•preetamjinka•14m ago•0 comments

The Largest Rock Paper Scissors League

https://www.rockpaperscissorsonline.com
1•NaOH•15m ago•0 comments

Gstack: Claude Code skills that turn one engineer into team of 20 (by Garry Tan)

https://github.com/garrytan/gstack
2•tlionale•16m ago•0 comments

God Mode Is Boring: Musings on Interestingness

https://qualiaadvocate.substack.com/p/god-mode-is-boring-musings-on-interestingness
1•QualiaAdvocate•16m ago•0 comments

A grand theory of cybernetic taste

https://news.vilf.org/p/a-grand-theory-of-cybernetic-taste
1•ItsiW•16m ago•0 comments

How the Left Accidentally Bolstered the Nativist Right

https://www.theatlantic.com/ideas/2026/04/illegal-legal-immigration-trump-democrats/686635/
2•simianwords•17m ago•1 comments

Ketesa: Synapse Admin has a new name, a new face, and a lot of new features

https://etke.cc/blog/introducing-ketesa
1•aine•18m ago•0 comments

Palm-sized superconducting magnet achieves 42 Tesla, rivaling the worlds biggest

https://phys.org/news/2026-03-palm-sized-superconducting-magnet-tesla.html
2•u1hcw9nx•19m ago•0 comments

Cryptographic Provenance for LLM Inference

https://commitllm.com
2•wslh•22m ago•0 comments

Unreleased LG Rollable Smartphone Teardown – JerryRigEverything [video]

https://www.youtube.com/watch?v=vDMpANNGND4
3•Topfi•24m ago•1 comments

Container Is Not a Sandbox

https://emirb.github.io/blog/microvm-2026/
2•mariuz•25m ago•1 comments

The Hardest Document Extraction Problem in Insurance

https://www.furtherai.com/engineering-blogs/hardest-document-extraction-problem-in-insurance
8•sgondala_ycapp•25m ago•0 comments

Statistics of the World: 440 indicators for 218 countries, free API

https://statisticsoftheworld.com
1•sotwdata•29m ago•0 comments

Wine 11.6 – Run Windows Applications on Linux, BSD, Solaris and macOS

https://www.winehq.org/announce/11.6
2•neustradamus•30m ago•0 comments