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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1mo ago

Comments

anuragdt•1mo 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•1mo 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•1mo 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

ChatGPT intercepts clear cache keyboard shortcut in Brave

1•VibeCobold•1m ago•0 comments

LLVM: InstCombine: A PR by Alex Gaynor and Claude Code

https://simonwillison.net/2025/Jun/30/llvm/
1•mseri•2m ago•0 comments

Skyrocketing HBM Will Push Micron Through $45B and Beyond

https://www.nextplatform.com/2025/06/30/skyrocketing-hbm-will-push-micron-through-10-billion-and-beyond/
1•rbanffy•2m ago•0 comments

Connected Gmail mcp to AI voice

https://harmony.com.ai
1•bigonion•3m ago•1 comments

Boeing to Replace CFO Brian West with Former Lockheed Finance Chief

https://www.bloomberg.com/news/articles/2025-06-30/boeing-to-replace-cfo-west-with-former-lockheed-finance-chief
1•Bluestein•3m ago•0 comments

Simple low-dimensional computations explain variability in neuronal activity

https://arxiv.org/abs/2504.08637
1•iNic•6m ago•0 comments

From Pokémon Red to Standardized Game-as-an-Eval

https://lmgame.org
3•Yuxuan_Zhang13•9m ago•1 comments

The Whole Country Is Starting to Look Like California

https://www.theatlantic.com/economy/archive/2025/06/zoning-sun-belt-housing-shortage/683352/
2•ryan_j_naughton•9m ago•0 comments

Eigenvalues of Generative Media

https://stackdiver.com/posts/eigenvalues-of-generative-media/
2•d0tn3t•9m ago•1 comments

Universities Are Making You Look Stupid

https://arealsociety.substack.com/p/universities-are-making-you-look
2•arealsociety•12m ago•0 comments

Brazil's Supreme Court clears way to hold social media liable for user content

https://apnews.com/article/brazil-supreme-court-social-media-ruling-324b9d79caa9f9e063da8a4993e382e1
2•rbanffy•12m ago•0 comments

The New Skill in AI Is Not Prompting, It's Context Engineering

https://www.philschmid.de/context-engineering
2•robotswantdata•14m ago•0 comments

Ask HN: When will YC do a batch in Europe and/or Asia?

2•HSO•14m ago•2 comments

Repurposed Materials

https://www.repurposedmaterialsinc.com/view-all-products/
1•bookofjoe•15m ago•0 comments

Liberals, you must reclaim Adam Smith

https://davidbrin.blogspot.com/2013/11/liberals-you-must-reclaim-adam-smith.html
3•matthest•16m ago•1 comments

Symbients on Stage Coming Soon: Autonomous AI Entrepreneurs

https://www.forbes.com/sites/robertwolcott/2025/06/30/symbients-on-stage-coming-soon-autonomous-ai-entrepreneurs/
1•Bluestein•17m ago•0 comments

Can Large Language Models Help Students Prove Software Correctness?

https://arxiv.org/abs/2506.22370
1•elashri•20m ago•0 comments

Developing with GitHub Copilot Agent Mode and MCP

https://austen.info/blog/github-copilot-agent-mcp/
1•miltonlaxer•21m ago•0 comments

I got removed from GitHub for making open source stuff

2•Hasturdev•22m ago•2 comments

NASA plans to stream rocket launches on Netflix starting this summer

https://www.cnbc.com/2025/06/30/nasa-rocket-launches-netflix.html
2•rustoo•23m ago•2 comments

Large Language Model-Powered Agent for C to Rust Code Translation

https://arxiv.org/abs/2505.15858
2•elashri•25m ago•0 comments

Let's create a Tree-sitter grammar

https://www.jonashietala.se/blog/2024/03/19/lets_create_a_tree-sitter_grammar/
2•fanf2•26m ago•0 comments

Musk said to bet on Tesla delivering Robotaxi in June, those who did lost big

https://electrek.co/2025/06/30/elon-musk-bet-tesla-delivering-robotaxi-june-lost-big/
2•reaperducer•26m ago•2 comments

The story how I acquired the domain name Onions.com

https://twitter.com/searchbound/status/1939658564420641064
1•eightturn•27m ago•1 comments

Offline-First AI Platform for Resilient Edge and IoT Applications

https://github.com/GlobalSushrut/mcp-zero
1•Global_Sushrut•29m ago•0 comments

Three-Dimensional Time: A Mathematical Framework for Fundamental Physics

https://www.worldscientific.com/doi/10.1142/S2424942425500045
1•haunter•30m ago•0 comments

Young job applicants fight fire (ATS systems) with fire (AI) – Global trends

https://www.coversentry.com/ai-job-search-statistics
2•coversentry•31m ago•0 comments

Google to buy fusion startup Commonwealth's power- if they can ever make it work

https://www.theregister.com/2025/06/30/google_fusion_commonwealth/
1•rntn•32m ago•0 comments

A Haaretz article on dispersing crowds became a story on the IDF shooting people

https://twitter.com/AdamRFisher/status/1938959933803728997
3•nailer•32m ago•4 comments

Apple Execs on what went wrong with Siri, iOS 26 and more [video]

https://www.youtube.com/watch?v=wCEkK1YzqBo
1•amai•33m ago•0 comments