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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

Steve Yegge's Google Platforms Rant (2011)

https://gist.github.com/chitchcock/1281611
1•nvader•3m ago•0 comments

Tesla Wall Connector bootloader bypasses the firmware downgrade ratchet

https://www.synacktiv.com/en/publications/exploiting-the-tesla-wall-connector-from-its-charge-por...
1•p_stuart82•3m ago•0 comments

New arXiv policy: 1-year ban for hallucinated references

https://twitter.com/tdietterich/status/2055000956144935055
3•gjuggler•6m ago•0 comments

Mm-ctx: multimodal context for agents

https://colab.research.google.com/drive/1QqTkY659e33ahatB_t2--3CV3gPCyVtu?usp=sharing
2•dr_blueberry•9m ago•0 comments

Hand Held Laser Welders

https://blog.humbaventures.com/p/hand-held-laser-welders
1•simonsarris•9m ago•0 comments

Anti-Aliasing Filter

https://en.wikipedia.org/wiki/Anti-aliasing_filter
1•tzury•9m ago•0 comments

Show HN: Make beautuful DMG files with WYSIWYG editor

https://github.com/kageroumado/rilmazafone
1•kageroumado•9m ago•0 comments

Rockstar fit a city into PlayStation 2 memory

https://www.youtube.com/watch?v=cIbCxbrBCys
1•h1fra•12m ago•0 comments

Viable open source Claude Design alternative?

1•splatzone•12m ago•0 comments

Rally – Full-Stack Web Framework for Gleam on the Beam

https://github.com/pairshaped/rally-gleam
1•TheWiggles•12m ago•0 comments

Last minute Birthday gifts for developers

https://thedevcards.com/gifts/birthday-gift-for-developer
2•okiki-clickdrop•13m ago•0 comments

Data Science Weekly – Issue 651

https://datascienceweekly.substack.com/p/data-science-weekly-issue-651
2•sebg•16m ago•0 comments

CI/CD Is Dead

https://www.youtube.com/watch?v=VktrqzQgytY
4•danebalia•18m ago•1 comments

Escuelita Maker – a free 28-day online program to help people launch projects

https://escuelitamaker.com
2•robinkirk•19m ago•0 comments

A²RD: Agentic Autoregressive Diffusion for Long Video Consistency

https://dxlong2000.github.io/AARD/
3•gmays•19m ago•0 comments

OpenAI's Codex is now in the ChatGPT mobile app

https://www.theverge.com/ai-artificial-intelligence/930763/openai-codex-chatgpt-ios-android-app-p...
2•SpyCoder77•20m ago•0 comments

Amazonbot is finally respecting robots.txt

https://xeiaso.net/notes/2026/amazonbot-respecting-robots-txt/
2•xena•23m ago•0 comments

Outlandish Recursive Query Examples

https://www.sqlite.org/lang_with.html#outlandish_recursive_query_examples
1•smartmic•23m ago•0 comments

Show HW: Everest – A2A customer support for agents

https://twitter.com/spenmcke/status/2055019743321674098
2•yolandac•23m ago•0 comments

Dragos Documents First LLM-Assisted Strike on Water Infrastructure in Mexico

https://smallwarsjournal.com/2026/05/12/ai-cyberattack-critical-infrastructure-mexico-dragos/
3•jethronethro•24m ago•0 comments

An AI Agent Progresses Towards Idiocy, Not Expertise

https://holdtherobot.com/blog/an-ai-agent-progresses-towards-idiocy-not-expertise/
2•mikenew•25m ago•0 comments

Nearly 40% chances of stagflation by end of 2026, traders say

https://www.cnbc.com/2026/05/14/nearly-40percent-chances-of-stagflation-by-end-of-2026-traders-sa...
3•MilnerRoute•27m ago•1 comments

Codex is now available on mobile via ChatGPT app

https://twitter.com/openai/status/2055016850849993072
6•0xkvyb•27m ago•6 comments

Show HN: JDS – a Copilot skill suite for structuring AI coding behavior

https://github.com/josipmusa/jds
2•anaq42•28m ago•0 comments

Best "Brain" for Agents Is Just Versioned Folders of Markdown Files

https://extency.com/blog/markdown-versioned-folders-agent-brain-2026
4•murdockq•30m ago•0 comments

Generate print-ready posters of transmission grids from OpenStreetMap

https://github.com/open-energy-transition/grid2poster
2•lyoncy•30m ago•0 comments

Build your extension once and now it can run cross IDEs, VSCode – jetbrain

https://oxp.sh/
1•aldgar•31m ago•0 comments

Aulico: Robinhood for Onchain Trading

https://www.aulico.com
1•kiosktryer•34m ago•0 comments

Oklahoma's Richard Glossip freed on bond after 30 years on death row

https://www.theguardian.com/us-news/2026/may/14/richard-glossip-oklahoma-case
2•SwellJoe•34m ago•0 comments

How Dropbox is making remote jobs work

https://apnews.com/article/remote-work-virtual-office-a90bba3ecff9548a92efa10e3d061c38
3•devonnull•35m ago•0 comments