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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

Building a 10x faster Angular Compiler in Rust

https://voidzero.dev/posts/oxc-angular-compiler
1•manniL•18s ago•0 comments

Boxer

https://facebookresearch.github.io/boxer/
2•tosh•3m ago•0 comments

Small models also found the vulnerabilities that Mythos found

https://aisle.com/blog/ai-cybersecurity-after-mythos-the-jagged-frontier
1•dominicq•3m ago•0 comments

HN: My 47-point stock scoring system built for small-cap analysis

https://deepvaluereports.com/dvr-stock-score
1•ngninja•5m ago•0 comments

Phone Trips

http://www.wideweb.com/phonetrips/
2•bookofjoe•7m ago•0 comments

Why continuous gradient descent gets stuck on 3-SAT

https://github.com/ynnk-research/Landscape-Geometry-and-Algebraic-Obstructions-in-Phase-Space-Gra...
1•ynnk•7m ago•1 comments

High fantasy map of tech writing

https://passo.uno/fantasy-map-tech-writing-ai/
1•theletterf•8m ago•0 comments

"AI polls" are fake polls

https://www.natesilver.net/p/ai-polls-are-fake-polls
2•7777777phil•8m ago•0 comments

Elizabeth Holmes is tweeting from jail. How? (2025)

https://sfstandard.com/2025/09/02/elizabeth-holmes-bryan-johnson-prison-tweets/
2•indigodaddy•10m ago•0 comments

AI crypto analyst. Smart money tracking. Real-time alpha

https://altcoinchasershq.app
1•everythingalt•11m ago•0 comments

Built this because I was tired of not knowing where my money was going

https://sav.ink/beta
1•hotheadhacker•11m ago•0 comments

The disturbing white paper Red Hat is trying to erase from the internet

https://www.osnews.com/story/144776/the-disturbing-white-paper-red-hat-is-trying-to-erase-from-th...
2•choult•12m ago•0 comments

Exploration of Consciousness in Insects

https://pmc.ncbi.nlm.nih.gov/articles/PMC12612707/
1•jbotz•12m ago•0 comments

Gem. Claude Code with Google Lighthouse Testing

https://github.com/dansinger93/AI-Coding-with-Speed-Guardrails
2•compulsivebuild•14m ago•0 comments

The French government released a skill for doing taxes

https://www.data.gouv.fr/reuses/paperasse-skills-ia-pour-la-comptabilite-et-fiscalite-francaise
2•matthieu_bl•14m ago•0 comments

Show HN: rtdiff – Realtime Git diff GUI and AI commits, companion for vibecoding

https://github.com/stagas/rtdiff
2•stagas•15m ago•0 comments

Top Performers Are Pathologically Ambitious

https://thatvastvariety.substack.com/p/top-performers-are-pathologically
2•paulpauper•15m ago•0 comments

What is the chance we live inside a black hole?

https://twitter.com/Andercot/status/2041627665250316344
2•paulpauper•16m ago•0 comments

Sulfur could fix 3D printing's waste problem

https://www.popsci.com/technology/how-sulfur-could-fix-3d-printings-waste-problem/
2•Brajeshwar•16m ago•0 comments

New metal with triple copper's heat conduction challenges fundamental physics

https://www.scientificamerican.com/article/new-metal-with-triple-coppers-heat-conduction-challeng...
2•Brajeshwar•16m ago•0 comments

Show HN: OpenDescent, decentralised encrypted messenger, no servers, no accounts

https://open-descent.com
2•Jaguwa•17m ago•2 comments

Coordination Capacity Is a Free Banquet

https://unfacts.substack.com/p/coordination-capacity-is-a-free-banquet
2•paulpauper•17m ago•0 comments

Strix – Drone swarm orchestration using quant trading algorithms (Rust)

https://github.com/RMANOV/strix
2•ruslanMANOV•21m ago•0 comments

Pixel-Perfect

https://busy-pixel-perfect-studio.base44.app
2•Gavinshuman•26m ago•1 comments

Framea – Search inside your photos and videos, not just filenames

https://framea.cloud/
2•soooovittt•26m ago•1 comments

Keeping a Postgres Queue Healthy

https://planetscale.com/blog/keeping-a-postgres-queue-healthy
3•tanelpoder•26m ago•0 comments

The power of headwear and 'hatiquette' in early modern England

https://theconversation.com/hands-off-my-hat-the-hidden-power-of-headwear-and-hatiquette-in-early...
2•samizdis•29m ago•0 comments

Ask HN: Im back end engineer, not front end – is this just excuse?

2•pplonski86•30m ago•2 comments

Meta transfers top engineers into new AI tooling team

https://www.reuters.com/technology/meta-transfers-top-engineers-into-new-ai-tooling-team-2026-04-09/
2•FartyMcFarter•32m ago•1 comments

Cloudflare: Tbps of capacity: 16 years of scaling our global network

https://blog.cloudflare.com/500-tbps-of-capacity/
3•Brajeshwar•33m ago•0 comments