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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

Built a clicker game for my classroom – need honest opinions about it

https://www.buttonblam.com/
1•useful-warlock•2m ago•1 comments

RL for LLM Reasoning Is Sparse Policy Selection, Not Capability Learning

https://arxiv.org/abs/2605.06241
1•BlackGlory•3m ago•0 comments

What 50 open source projects taught us about security in the AI era

https://github.blog/open-source/maintainers/what-50-open-source-projects-taught-us-about-security...
1•yruzin•6m ago•1 comments

System design rules I always come back to

https://www.thetrueengineer.com/p/10-system-design-rules-i-always-come
1•adletbalzhanov•9m ago•0 comments

The Seven Weaknesses of AI Today

https://medium.com/tech-ai-chat/the-seven-weaknesses-of-ai-today-eee66aaa9c10
1•elye•13m ago•1 comments

Show HN: A public AI whose memory is shared across all users

https://wildstatic.com/
3•adjohu•14m ago•0 comments

Ranking the Prettiest Birds with Math

https://moultano.wordpress.com/2026/08/14/fairly-ranking-the-most-brilliant-birds/
2•moultano•15m ago•0 comments

Scientists Identify 3-Minute Exercise Better than 90M one

https://www.newsweek.com/scientists-say-this-3-minute-exercise-beats-90-minute-workouts-12322062
3•guytv•17m ago•1 comments

Clues by Sam

https://cluesbysam.com/
2•abelanger•20m ago•1 comments

Our Reality Is Shifting and It's Just the Start

https://guustaaf.substack.com/p/our-reality-is-shifting-and-its-just
2•Guustaaf•22m ago•0 comments

A recipe for drone racing with reinforcement learning

https://mrandri19.github.io/2026/07/19/drone-racing-with-reinforcement-learning.html
2•daww•23m ago•1 comments

How a Sony Veteran Is Overhauling the Company He Grew Up In

https://www.wsj.com/business/media/sony-ceo-hiroki-totoki-efc8923f
3•thm•24m ago•0 comments

The Mystery of Dark Oxygen

https://www.newyorker.com/science/elements/the-mystery-of-dark-oxygen
2•rbanffy•25m ago•0 comments

A U.S. Strategy to Prevent the Creation of Mirror Life

https://www.rand.org/pubs/research_reports/RRA4335-1.html
2•thunderbong•26m ago•0 comments

Woman claims stepfather used Grok to transform childhood photo into CSAM imagery

https://techcrunch.com/2026/08/15/woman-claims-her-stepfather-used-grok-to-transform-childhood-ph...
2•ilamont•31m ago•0 comments

Ranking Kickstarter Games I Backed but Never Finished or Ended Up Playing at All

https://blog.curiousquail.com/ranking-kickstarter-games-i-backed-but-never-finished-or-ended-up-p...
3•ajdude•32m ago•0 comments

A.I. Agents Are Taking Online Courses for Cheating Students

https://www.nytimes.com/2026/08/10/us/ai-cheating-online-degrees.html
3•bookofjoe•33m ago•1 comments

Show HN: 3D Graph of DeepSWE, via Three.js

https://icauro.com/toabundance
3•icauroboros•33m ago•2 comments

AGI will likely be silent

https://www.reddit.com/r/agi/s/sZECbecJVS
3•qikouki•33m ago•0 comments

WTF Are You Loading?

https://x-x.codes/posts/wtf-are-you-loading
2•alex_x•34m ago•0 comments

Comments in source code are inevitable

https://blog.moertel.com/posts/2026-08-14-comments-are-inevitable.html
2•chmaynard•38m ago•0 comments

Firefox for iOS now has a native adblocker

https://support.mozilla.org/en-US/kb/block-ads-firefox-ios
5•pentagrama•38m ago•3 comments

TinyGo in Zed

https://blog.oxplot.com/tinygo-in-zed/
3•oxplot•41m ago•3 comments

Testing Moonshot AI's Kimi K3 Inside Claude Code

https://philippdubach.com/posts/kimi-k3-inside-claude-code/
3•7777777phil•41m ago•0 comments

Show HN: A pre-execution guard that stops AI agents running destructive commands

https://github.com/vandith1/agent-guard
3•andevandith•42m ago•1 comments

Rustwright: Automate browsers with 70% less memory

https://github.com/Skyvern-AI/rustwright
2•suchintan•44m ago•0 comments

Is the industry ready for tokens-constrained work?

https://blog.alaindichiappari.dev/p/what-to-do-when-tokens-run-out
12•fullautomation•44m ago•7 comments

Banned Words List

https://pen.org/banned-words-list/
41•structuredPizza•45m ago•15 comments

US oil reserves are so low, the caverns holding them could be damaged

https://www.independent.co.uk/news/world/americas/us-politics/strategic-petroleum-reserve-trump-i...
5•NordStreamYacht•46m ago•0 comments

How Many Employees Does It Take to Reach $100M ARR Now?

https://nazr.com/blog/how-many-employees-100m-arr
8•chronicler•46m ago•5 comments