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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

Brazilian Internet Forum (FIB16) in Belém, Pará: A Visual Tour

https://manualdousuario.net/en/brazilian-internet-forum-fib16-belem-pictures/
1•rpgbr•40s ago•1 comments

Claude Talk Small. Code Still Big

https://spatie.be/blog/claude-talk-small-code-still-big
1•speckx•47s ago•0 comments

The MQ-28 Ghost Bat Is Now Flying in the U.S.

https://theaviationist.com/2026/05/28/the-mq-28-ghost-bat-is-now-flying-in-the-u-s/
1•big_toast•2m ago•0 comments

// The hope is that Claude Code will be unusable on this repository

https://codeberg.org/forgejo-contrib/forgejo-cli/src/branch/main/src/main.rs#L88-L91
1•themgt•4m ago•0 comments

Teaching tmux to babysit my Claude Code agents

https://blog.angeloff.name/post/2026/05/29/teaching-tmux-to-babysit-my-claude-code-agents/
1•StanAngeloff•4m ago•0 comments

The mechanism behind how capsaicin tolerance develops

https://old.reddit.com/r/askscience/comments/hqiut/comment/c1xlzlb/
1•abr0ahm•4m ago•0 comments

Kalshi launches perpetual futures in America

https://news.kalshi.com/p/kalshi-launches-perpetual-futures-america
1•durron•5m ago•0 comments

European startup and scaleup scoreboard: Country reports

https://research-and-innovation.ec.europa.eu/knowledge-publications-tools-and-data/publications/a...
1•jruohonen•5m ago•0 comments

MIT EECS/CSAIL Agentic Coding in Practice Seminar Series

https://people.csail.mit.edu/saman/acpss/
1•matt_d•6m ago•0 comments

The Load-Balance Problem Behind Hybrid Parallelism

https://hecate0821.github.io/blogs/hybrid-parallel-post-training/
1•matt_d•7m ago•0 comments

Deadly fungal storms are sweeping US and spreading disease few doctors recognize

https://www.sciencefocus.com/planet-earth/dust-storms-us-blood-rain
1•ck2•10m ago•1 comments

"I somehow managed to import 1.8M books to calibre"

https://old.reddit.com/r/DataHoarder/comments/1tr37eb/i_somehow_managed_to_import_18m_books_to_ca...
2•r721•11m ago•0 comments

Show HN: I launched a micro-gig marketplace and used it to buy my own GTM plan

1•alanhalley•14m ago•0 comments

Auto-review mode is now available in Cursor

https://cursor.com/changelog/auto-review
2•davidgomes•15m ago•0 comments

Delayed Tensor Parallelism for Faster Transformer Inference

https://blog.kog.ai/delayed-tensor-parallelism-for-faster-transformer-inference/
1•matt_d•15m ago•0 comments

Aliens.gov

https://www.whitehouse.gov/aliens/
3•saikatsg•16m ago•1 comments

The Compose Key and –/.XCompose

https://blog.gavide.dev/blog/compose-key-linux
2•gavide•16m ago•0 comments

The Machine God Wants to Talk to You

https://twitter.com/olvrgln/status/2060419489351754049
1•OliverGilan•19m ago•0 comments

SQLite is all you need for durable workflows

https://obeli.sk/blog/sqlite-is-all-you-need-for-durable-workflows/
15•tomasol•19m ago•4 comments

A call for secure coding standards across the Canada government

https://bsky.app/profile/shehackspurple.bsky.social/post/3mmz25aplk52a
1•mooreds•19m ago•0 comments

Nvidia Twitter Post Teasing: A New Era of PC

https://twitter.com/nvidia/status/2060390710797328574
1•HeyMeco•21m ago•2 comments

Multiplayer Harness for Agents and Humans

https://thruwire.ai
1•noashavit•21m ago•0 comments

The Greatest Show on Earth: The Evidence for Evolution

https://en.wikipedia.org/wiki/The_Greatest_Show_on_Earth:_The_Evidence_for_Evolution
2•chistev•22m ago•0 comments

Tesla's AI trainers don't trust its self-driving tech – or its safety stats

https://www.reuters.com/investigations/why-teslas-ai-trainers-dont-trust-its-self-driving-tech-or...
4•grassfedgeek•23m ago•2 comments

What if remote working, not AI, is to blame for weak junior hiring?

https://www.ft.com/content/2205e2d0-50dc-4e80-9bf7-78d0272276c0
3•uxhacker•24m ago•1 comments

Google DeepMind's AlphaProof Nexus solves decades-old math problems

https://the-decoder.com/google-deepminds-alphaproof-nexus-solves-decades-old-math-problems-for-a-...
1•gmays•27m ago•0 comments

Robinhood now lets your AI agents trade stocks

https://techcrunch.com/2026/05/27/robinhood-now-lets-your-ai-agents-trade-stocks/
30•wapasta•27m ago•30 comments

Sample Music with Chrome

https://www.tabsampler.com/
1•asolis0105•28m ago•2 comments

Mosquitoes seem to be getting over insect repellent

https://www.economist.com/science-and-technology/2026/05/28/mosquitoes-seem-to-be-getting-over-in...
1•Brajeshwar•28m ago•1 comments

Windows PC Industry Reacts to MacBook Neo

https://www.macrumors.com/2026/05/29/windows-pc-industry-reacts-to-macbook-neo/
1•tosh•29m ago•1 comments