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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

Forward Deployed Engineering 101

https://twitter.com/vasuman/status/2057177266984226892
1•taubek•32s ago•0 comments

Meta Lays Off 8k Employees, as A.I. Casualties Mount

https://www.nytimes.com/2026/05/19/technology/meta-layoffs-ai.html
1•saikatsg•56s ago•0 comments

No JavaScript. No npms. Make realtime web apps in modern Java

https://github.com/vadimv/server-components
1•v4d1mv•1m ago•0 comments

Ad Infinitum

https://matthiasott.com/notes/ad-infinitum
1•robin_reala•2m ago•0 comments

Google Health 5.0 rolling out with new stats widget on Android

https://9to5google.com/2026/05/20/google-health-5-0-widget/
1•theanonymousone•3m ago•0 comments

Harvard faculty votes to make it more difficult for undergrads to earn A's

https://www.cnn.com/2026/05/20/us/harvard-undergrad-grades-faculty-vote
1•Tomte•4m ago•0 comments

Cows can recognize familiar human faces and match them to voices

https://phys.org/news/2026-05-cows-familiar-human-voices.html
1•giuliomagnifico•6m ago•0 comments

Walter Benjamin's Would-Be Rescuers

https://www.lrb.co.uk/blog/2026/may/walter-benjamin-s-would-be-rescuers
1•mitchbob•6m ago•0 comments

Iran is consolidating control of Hormuz with checkpoints, deals, and 'fees'

https://www.reuters.com/investigations/iran-is-consolidating-control-hormuz-with-island-checkpoin...
1•petethomas•7m ago•0 comments

Obsidian plugins are (mostly) dangerous

https://zeroquarry.com/research/excalidraw-vulnerabilities/
3•eskibars•9m ago•1 comments

Standard Charter CEO Replaces 8000 "Lower Value Humans" with AI

https://www.channelnewsasia.com/business/standard-chartered-reduce-7000-roles-2030-6129761
3•gmerc•17m ago•1 comments

The Case for Compilers: A Look at SPEC CPU 2026 on LLVM 22

https://www.servethehome.com/the-case-for-compilers-a-look-at-spec-cpu-2026-on-llvm-22/
2•csmantle•20m ago•0 comments

Tokenspeed – How fast is 10 tokens per second really?

https://mikeveerman.github.io/tokenspeed/?rate=30&mode=code
2•javatuts•20m ago•1 comments

Rule of Thirds

https://en.wikipedia.org/wiki/Rule_of_thirds
1•nomilk•23m ago•0 comments

NPM invalidates use of fine-grained tokens that bypass 2FA

https://docs.npmjs.com/trusted-publishers/
1•meander_water•28m ago•0 comments

How to Kill a Blog

https://robertbirming.com/how-kill-blog/
2•James72689•33m ago•0 comments

Your Read Model Doesn't Always Need a Database

https://docs.eventsourcingdb.io/blog/2026/05/21/your-read-model-doesnt-always-need-a-database/
1•goloroden•37m ago•0 comments

Show HN: ISSforAPUSH is conducting an "aggregated interview"

https://issforapush.netlify.app
1•audreyfei•44m ago•0 comments

Show HN: QuiteGPT – makes GPT response shorter

https://quiet-gpt.craftgarden.io/
1•leapoahead1•46m ago•0 comments

I made an AI Interior consultant

https://studio.mystofa.com/en-US
2•assorium•48m ago•0 comments

Bitcoin's Power Law: Weak Structure, Strong Forecasts

https://arxiv.org/abs/2605.21316
2•CarlosBaquero•48m ago•0 comments

Consciousness, Gödel, and the Boundary of the Box

https://twitter.com/VFD_org/status/2057053649315013042
2•__patchbit__•50m ago•0 comments

YAML? That's Norway Problem

https://lab174.com/blog/202601-yaml-norway/
2•theanonymousone•55m ago•1 comments

New on Platform

2•rockstaradi•57m ago•0 comments

Ye Olde RFC

https://github.com/gabinante/ye-olde-rfc
2•oooyay•58m ago•0 comments

Nostr-VPN Is one of the most useful things in open source

https://git.iris.to/#/npub1xdhnr9mrv47kkrn95k6cwecearydeh8e895990n3acntwvmgk2dsdeeycm/nostr-vpn
2•abhsag24•58m ago•0 comments

70% of Faculty Vote to Overhaul Harvard Grading with a Cap

https://www.thecrimson.com/article/2026/5/20/fas-passes-a-grade-cap/
1•k2enemy•59m ago•0 comments

List of Alleged Extraterrestrial Beings

https://en.wikipedia.org/wiki/List_of_alleged_extraterrestrial_beings
3•thunderbong•1h ago•0 comments

Software engineering is the tipping point [video]

https://www.youtube.com/watch?v=9t9Kj2f6wtU
1•azhenley•1h ago•0 comments

The Mysterious XF86AudioPlay Issue

https://michael-prokop.at/blog/2026/05/20/the-mysterious-xf86audioplay-issue/
2•JNRowe•1h ago•0 comments