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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

Ex-Google CEO Eric Schmidt Fails to Read Room on AI, Gets Booed into Oblivion

https://gizmodo.com/ex-google-ceo-eric-schmidt-fails-to-read-room-on-ai-gets-booed-to-oblivion-20...
1•imichael•32s ago•0 comments

Usual implementation of attention transformers (SDPA) is kind of bad, actually

https://gist.github.com/celoyd/6bf10122c3f5f7e64b0c684704e4ffb2
1•teleforce•2m ago•0 comments

Apple Is Making Hit Products and High Profits from Imperfect Chips

https://www.wsj.com/tech/apple-is-making-hit-products-and-high-profits-from-imperfect-chips-d32c21d8
1•ryan_j_naughton•3m ago•0 comments

Meta Defeated as EU Backs Publishers in Content Pay Dispute

https://www.law.com/international-edition/2026/05/17/meta-defeated-as-eu-backs-publishers-in-cont...
1•1vuio0pswjnm7•3m ago•0 comments

Neovim sweetspot between trad coding and AI coding

https://github.com/cachebag/jumpy
1•cachebag•10m ago•0 comments

Saturn V Haynes Manual

https://www.amazon.com/Saturn-1967-1973-Apollo-Skylab-Workshop/dp/0857338285
2•bilegeek•11m ago•0 comments

AI May, Paradoxically, Increase Demand for Higher Ed

https://jimmyalfonsolicon.substack.com/p/ai-may-paradoxically-increase-demand
1•NomNew•13m ago•0 comments

How to Work and Compound with AI

https://eugeneyan.com/writing/working-with-ai/
1•eigenBasis•19m ago•0 comments

Show HN: Pdf2md – 10MB Rust PDF-to-Markdown Tool with a Free API

https://pdf2md.deepdiy.net/
1•johnson_nie•20m ago•0 comments

Emergence of Wasp Dope in Rural Appalachian Kentucky

https://pmc.ncbi.nlm.nih.gov/articles/PMC8046840/
1•Eisenstein•21m ago•0 comments

Show HN: NextEra discussing $66B deal for Dominion Energy

https://nypost.com/2026/05/17/business/nextera-discussing-66b-deal-for-dominion-energy-report/
1•wasimsk•22m ago•0 comments

AnyFrame – Sandboxes for Your AI Agents

https://github.com/tinyhq/anyframe-python
1•inishchith•22m ago•2 comments

How to Write to SSDs

https://arxiv.org/abs/2603.09927
1•eigenBasis•26m ago•0 comments

Show HN: Map of 90 companies in the co-packaged optics supply chain

https://leoinai.substack.com/p/supply-chain-photonics-and-co-packaged
1•lboquillon•37m ago•0 comments

America's Most-Spoken Languages After English and Spanish

https://www.visualcapitalist.com/mapped-americas-most-spoken-languages-after-english-and-spanish/
2•RyeCombinator•44m ago•0 comments

Which country voted the best at Eurovision?

https://lalitm.com/post/which-country-voted-best-at-eurovision/
2•shintoist•46m ago•0 comments

A Year Late, Claude Beats Pokémon

https://www.lesswrong.com/posts/sehJYg5Yny9fvpbpt/a-year-late-claude-finally-beats-pokemon
2•sambellll•55m ago•0 comments

Show HN: AnyFrame – Sandboxes for AI Agents

https://anyfrm.com
2•inishchith•55m ago•0 comments

Build a Searchable Catalog with Filters, Facets, and Semantic Search

https://manticoresearch.com/blog/manticore-php-demo/
1•snikolaev•55m ago•0 comments

Carbonara Before the Rules [video]

https://www.youtube.com/watch?v=jrz0KhclCWM
1•gadtfly•59m ago•0 comments

Best Proxy for Twitter 2026

https://momoproxy.com/blog/best-proxy-for-twitter-2026
1•xbjamilnz•1h ago•0 comments

Battery-Free 'MicroSparc' That Allegedly Draws Power from the Quantum Vacuum

https://thedebrief.org/free-energy-from-the-vacuum-warp-drive-pioneer-unveils-battery-free-micros...
3•rramadass•1h ago•1 comments

There Is No 'Hard Problem of Consciousness'

https://www.noemamag.com/there-is-no-hard-problem-of-consciousness/
25•ahalbert4•1h ago•61 comments

Building a multi-agent system from scratch: 50 lines of bash and Git

https://en.andros.dev/blog/ed26ea98/building-a-multi-agent-system-from-scratch-50-lines-of-bash-git/
2•thunderbong•1h ago•1 comments

Multiple commencement speakers booed for AI comments during graduation speeches [video]

https://www.youtube.com/watch?v=xwWaoyIy5e8
1•mgh2•1h ago•0 comments

Turn inbound call recordings into structured JSON

https://www.gensail.com/call-data-extraction
1•vartana•1h ago•0 comments

What A.I. Did to My College Class

https://www.nytimes.com/2026/05/17/opinion/chatgpt-ai-college-school-graduation.html
7•mmooss•1h ago•1 comments

Ben Affleck Banned from Hard Rock Casino When Caught Counting Cards (2014)

https://www.yahoo.com/entertainment/ben-affleck-banned-hard-rock-casino-counting-cards-223154372....
1•thunderbong•1h ago•0 comments

LLM Performance by Programming Language

https://gertlabs.com/blog/llm-performance-by-language
4•gertlabs•1h ago•1 comments

First-Ever Tokenized Space Tourism: AI and Space and Blockchain

https://cccforgc.com/
1•cccxtha•1h ago•0 comments