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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

Looking for something to do while GitHub is down?

https://pelican.clutch.engineering/cheatsheets/self-hosted-gitlab/
1•featherless•29s ago•0 comments

Xcode's Clever Minimap

https://unsung.aresluna.org/xcodes-clever-minimap/
2•andsoitis•1m ago•0 comments

Framework Data Breach

https://www.reddit.com/r/LinusTechTips/comments/1vhjbok/framework_data_breach/
1•rkagerer•2m ago•0 comments

Why did the greatest juggler of all time stop and open a construction business?

https://grantland.com/features/anthony-gatto-juggling-cirque-du-soleil-jason-fagone/
1•mhb•3m ago•0 comments

Muscle protein can now be grown in chloroplasts of lettuce and tobacco plants

https://phys.org/news/2026-08-powerhouses-fake-meat-muscle-protein.html
1•vinni2•4m ago•0 comments

Guillotine Brought to Oppose New Data Center Left Company Reps Feeling "Unsafe"

https://www.gadgetreview.com/salem-brought-a-guillotine-to-oppose-new-data-center-company-reps-le...
1•healsdata•8m ago•0 comments

"It's unclear how Sopwith escaped to the general public."

https://unsung.aresluna.org/its-unclear-how-sopwith-escaped-to-the-general-public/
3•colinprince•16m ago•0 comments

Gloriously Underqualified

https://jeffarnoldlabs.com/blogs/gloriously-underqualified
1•mooreds•17m ago•0 comments

Baby-Sitting the Economy (1998)

https://slate.com/business/1998/08/baby-sitting-the-economy.html
1•mooreds•18m ago•0 comments

About Rx Kids

https://rxkids.org/about/
1•mooreds•18m ago•0 comments

Wyden proposes new taxes on data centers

https://www.eenews.net/articles/wyden-proposes-new-taxes-on-data-centers/
2•1vuio0pswjnm7•20m ago•0 comments

Hikerapi Is the Best

https://hikerapi.com/
1•unknownunknownn•22m ago•0 comments

Gemini is Cooked but GCP is Cooking

https://newsletter.semianalysis.com/p/gemini-is-cooked-but-gcp-is-cooking
2•gmays•22m ago•0 comments

ColorSpace: A framework for building text-based crypto-stegosystems

https://github.com/ChronicRhyno/ColorSpace
2•thunderbong•27m ago•0 comments

What are Looped Transformers? Explained clearly

https://twitter.com/neural_avb/status/2081741935883223196
2•gmays•29m ago•0 comments

Research finds women having 2 to 2.4 children age slower and live longer

https://www.nature.com/articles/s41467-025-67798-y
1•maxloh•33m ago•1 comments

Show HN: A skill file that turns your saved-articles pile into go/skip verdicts

https://atomic24.com/blog/bookmarks-graveyard-idea-harvester/
1•atom_builder•33m ago•1 comments

New York's Novel Algorithmic Pricing Disclosure Law Takes Effect (2025)

https://www.jonesday.com/en/insights/2025/11/new-yorks-novel-algorithmic-pricing-disclosure-law-t...
1•gregsadetsky•36m ago•0 comments

The Biggest Thing We've Lost Since the Early Internet

https://www.youtube.com/watch?v=srtqr7VHvE4
1•pierres7•40m ago•1 comments

Tasteslop

https://nemesisglobal.substack.com/p/tasteslop
2•spats1990•43m ago•0 comments

MatrAIx: Simulating the world with 8.3B persona agents

https://arxiv.org/abs/2608.04205
2•anigbrowl•45m ago•0 comments

Show HN: Open-source pixel art editor with animation and auto-tiling tilesets

https://simplepixelart.com/editor
2•lam_hg94•45m ago•0 comments

Improving Fable 5 Safeguards

https://www.anthropic.com/news/improving-fable-5-s-biology-safeguards
4•surprisetalk•45m ago•2 comments

America's Cyber Forces Grapple with Cluster of Deaths by Suicide

https://www.bloomberg.com/news/articles/2026-08-06/us-military-s-cyber-command-unit-grapples-with...
5•toomuchtodo•49m ago•2 comments

piclaw – Pi coding agent in a Technicolor web trenchcoat

https://rcarmo.github.io/projects/piclaw/
1•indigodaddy•49m ago•0 comments

Built an exclusion engine and it might be what comes after AI slop

https://uncoverroads.com/
1•sourav_biswas•49m ago•0 comments

Show HN: Markdown Buddy – Native macOS Markdown Editor with Quick Look and Xcode

https://markdownbuddy.inawa.app/
2•JanParis•50m ago•0 comments

Bridge and Torch Problem

https://en.wikipedia.org/wiki/Bridge_and_torch_problem
1•marysminefnuf•56m ago•0 comments

Ask HN: What will be the Chernobyl or Bhopal scale industrial disaster of AI?

2•thoughtpeddler•1h ago•2 comments

OpenCode was able to reproduce the current price of DeepSeek

https://twitter.com/thdxr/status/2085377844515922210
2•ammo1662•1h ago•1 comments