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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

SQLite Vec1 Vector Extension for vector search

https://sqlite.org/vec1/doc/trunk/doc/vec1.md
1•OutOfHere•2m ago•0 comments

Show HN: I've built a nice home server OS

https://lightwhale.asklandd.dk/
1•Zta77•2m ago•0 comments

The Surveillance Accountability Act Demands Warrants for Data

https://reclaimthenet.org/surveillance-accountability-act
1•Cider9986•3m ago•0 comments

Show HN: Wayland Wlroot Hjkl Everywhere

https://git.sr.ht/~hocwp/blog/tree/main/wlroot-hjkl-everywhere.md#wayland-wlroot-codehjklcode-eve...
1•pbrhocwp•4m ago•0 comments

Cloudflare for SaaS: your old provider can silently keep your domain

https://blog.iodev.org/blog/cloudflare-saas-custom-hostname-conflict/
2•else42•6m ago•0 comments

Show HN: Codex context bloat? 87% avg reduction on SWE-bench Verified traces

https://www.npmjs.com/package/pando-proxy
3•george_ciobanu•10m ago•0 comments

Generalised plusequals

https://leontrolski.github.io/alt.html
1•leontrolski•10m ago•0 comments

Ask HN: Any Developer from Wales?

1•danver0•11m ago•0 comments

We Are (Still) Living in the Long Boring

https://freddiedeboer.substack.com/p/we-are-still-living-in-the-long-boring
2•YeGoblynQueenne•14m ago•0 comments

What AI Needs That $700B Can't Buy

https://cyrusradfar.com/thoughts/what-700-billion-cant-buy
2•cyrusradfar•16m ago•1 comments

Show HN: I built a CLI that turns your codebase into clean LLM input

https://github.com/NoahCristino/llmcat
1•cristinon•20m ago•0 comments

The blame game: The Trump coalition is fracturing as Iran operation stalls

https://theins.press/en/politics/291937
1•lschueller•21m ago•0 comments

Ubuntu has started a 'complete redesign' of Launchpad

https://www.neowin.net/news/ubuntu-has-started-a-complete-redesign-of-the-series-page-on-launchpad/
2•bundie•24m ago•0 comments

Palantir's Manifesto Promises a Dystopian Future

https://www.thenation.com/article/society/alex-karp-palantir-techbro-fascism/
2•fnimick•24m ago•0 comments

The End and a New Beginning

https://www.calculatedriskblog.com/2026/01/this-is-end-and-new-beginning.html
2•mooreds•29m ago•0 comments

Show HN: I Reverse Engineered Codex Background Computer Use

https://github.com/actuallyepic/background-computer-use
1•anupamb•31m ago•0 comments

Apple TV remote is the perfect accessory for vibe coding

https://github.com/machinarii/hypervibe
2•datalater•32m ago•0 comments

Breathing Apparatus

https://atomicsandwich.com/blog/breathing_apparatus
2•radeeyate•36m ago•0 comments

Bypassing region restrictions for free Nvidia APIs

https://github.com/cemalturkcan/nvidia-build-bypass
1•bakigul•36m ago•0 comments

In-browser PDF editor that modifies PDFs

https://crabpdf.com/
2•rabbithols•36m ago•1 comments

OpenAI Pres. Greg Brockman on GPT-5.5 "Spud", Model Moats and 'Compute Economy'

https://www.bigtechnology.com/p/openai-president-greg-brockman-on
2•lschueller•37m ago•0 comments

Google Flow Music

https://www.flowmusic.app/
3•hmokiguess•43m ago•2 comments

Cidre (French CIDR) – Rusty Apple API's

https://github.com/yury/cidre
1•dlahoda•48m ago•0 comments

How Big a Threat Are Iranian-Backed Cyberattacks?

https://www.newyorker.com/news/the-lede/how-big-a-threat-are-iranian-backed-cyberattacks
1•mitchbob•48m ago•1 comments

Playtesting and Tracking Feedback with Claude

https://www.jackfranklin.co.uk/blog/claude-code-ai-feedback-skill/
1•jackfranklin•52m ago•0 comments

spmd_types: A type system for distributed (SPMD) tensor computations in PyTorch

https://github.com/meta-pytorch/spmd_types
1•matt_d•54m ago•1 comments

France Investigates Temperature Spikes That Led to Big Payouts on Polymarket

https://www.nytimes.com/2026/04/24/world/europe/polymarket-bets-france-paris-temperature-weather....
1•chrononaut•56m ago•1 comments

Eurosky.social Account

https://eurosky.tech/accounts/
2•mooreds•57m ago•0 comments

Show HN: Obscura – V8-powered headless browser for scraping and AI agents

https://github.com/h4ckf0r0day/obscura
1•jryio•58m ago•0 comments

Buffalo is a welcoming blend of cool and old school

https://www.cnn.com/2025/05/31/travel/buffalo-new-york-wings-tourism
1•mooreds•58m ago•0 comments