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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

RapidFire Lite – Zero-dependency API load tester in pure Python

https://github.com/arjuninfotechinc/rapidfire-lite
1•hifiarjun•1m ago•0 comments

100 Best Novels of All Time

https://www.theguardian.com/books/ng-interactive/2026/may/12/the-100-best-novels-of-all-time
1•bookofjoe•2m ago•0 comments

The Wild Cyberwest

https://xm4ch1ne.github.io/2026-05-17-the-wild-cyberwest/
1•futurisold•3m ago•0 comments

Show HN: Proper, a Rails-shaped Python web framework

https://properproject.org/
1•jp_sc•3m ago•0 comments

Simulacra Levels and Their Interactions

https://www.lesswrong.com/posts/qDmnyEMtJkE9Wrpau/simulacra-levels-and-their-interactions
1•epestr•3m ago•0 comments

KV Cache Is Becoming the Memory Hierarchy of Inference

https://touchdown-labs.com/blog/kv-cache-memory-hierarchy-inference.html
1•matt_d•4m ago•0 comments

Show HN: I made a printable graph papaer templates website

https://printablegraphpaper.org/
1•atharvtathe•5m ago•0 comments

LocalLightChat – New AI Chat UI that handles 500k tokens on a 15 year old laptop

https://www.locallightai.com/llc/
1•JustMyNews•6m ago•0 comments

HuggingFace

https://huggingface.co/spaces/bestsugardaddyapp/sugardaddyapps
2•hankerapp•6m ago•0 comments

Nerds, ninjas, and neutrons: The story of The Nuclear Emergency Support Team

https://thebulletin.org/premium/2023-03/nerds-ninjas-and-neutrons-the-story-of-the-nuclear-emerge...
1•novafacing•7m ago•0 comments

The Kind of AI Adoption I Believe In

https://blog.namar0x0309.com/2026/05/the-kind-of-ai-adoption-i-actually-believe-in/
1•namar0x0309•7m ago•0 comments

A few ways of specifying per-theme colours in only CSS

https://chrismorgan.info/css-themed-colours
1•birdculture•10m ago•0 comments

How to Share the AI Windfall

https://www.economist.com/finance-and-economics/2026/05/14/how-to-share-the-ai-windfall
2•andsoitis•11m ago•0 comments

XS: A programming language. Anywhere, anytime, by anyone

https://xslang.org
2•yacin•14m ago•0 comments

Show HN: Freelang – a direct-to-assembly syscall lang with rad concurrency

https://freelang.dev
1•keepamovin•19m ago•1 comments

Reddit Is Blocking Some Users from Accessing Its Website from Mobile Devices

https://arstechnica.com/information-technology/2026/05/why-reddit-blocked-my-daily-visit-to-its-m...
3•Brajeshwar•19m ago•1 comments

The Programming Language for Agents

https://zerolang.ai/
1•alex_x•22m ago•0 comments

Three's a party: US, China, and now Russia are on the prowl in GEO

https://arstechnica.com/space/2026/05/threes-a-party-us-china-and-now-russia-are-on-the-prowl-in-...
2•rbanffy•22m ago•0 comments

What Software Is Made Of

https://siderea.dreamwidth.org/1219758.html
1•teddyh•23m ago•0 comments

Show HN: Whisper Large V3 Turbo Stream API

https://www.makeform.ai/f/mtwDANdO
1•tamnv•27m ago•0 comments

EV charging station fire caused by remote technician, report finds

https://vancouver.citynews.ca/2026/05/15/ev-charger-fire-caused-u-s/
1•Throwthrowbob•27m ago•0 comments

South Korea says it will pursue all options to avoid Samsung strike

https://www.reuters.com/business/world-at-work/south-korea-says-it-will-pursue-all-options-avoid-...
3•01-_-•30m ago•0 comments

Europe Just Unveiled a Serious Rival to SpaceX's Starship

https://scitechdaily.com/europe-just-unveiled-a-serious-rival-to-spacexs-starship/
3•01-_-•31m ago•0 comments

AVX-512

https://en.wikipedia.org/wiki/AVX-512
1•tosh•31m ago•0 comments

Datacenters slurping up so much juice they boosted prices 75%

https://www.theregister.com/on-prem/2026/05/15/datacenters-slurping-juice-help-drive-75-jump-in-p...
1•Bender•34m ago•1 comments

Google users fight for refunds as unauthorized API usage bills soar

https://www.theregister.com/ai-ml/2026/05/13/google-users-fight-for-refunds-as-unauthorized-api-u...
3•Bender•34m ago•0 comments

Is Britain Ungovernable?

https://www.cnn.com/2026/05/16/uk/uk-government-prime-minister-leadership-starmer-ungovernable-la...
3•Bender•39m ago•1 comments

The filesystem is the API (with TigerFS)

https://www.youtube.com/watch?v=RFLk5iLyFG4
1•der_gopher•43m ago•0 comments

Brown vs. Board of Education (May 17th, 1954)

https://en.wikipedia.org/wiki/Brown_v._Board_of_Education
4•simonebrunozzi•45m ago•0 comments

PyPI packages are increasing rapidly

https://rushter.com/blog/pypi-packages/
3•f311a•46m ago•0 comments