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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

The real mathematics is the one that we dream – David Bessis

https://davidbessis.substack.com/p/the-real-mathematics-is-the-one-that
2•lioeters•3m ago•0 comments

Silicon Valley Splits over Closing the Borders to Chinese A.I

https://www.nytimes.com/2026/07/25/technology/open-source-silicon-valley-china.html
2•dkobia•4m ago•0 comments

Nepo – the largest database of nepotism and nepo babies

https://www.nepodb.com/
2•poppypetalmask•11m ago•0 comments

Triton: DirectX 11 driver for QEMU

https://blog.getutm.app/2026/introducing-triton-directx-11-driver-for-qemu/
1•generichuman•11m ago•0 comments

Show HN: Houhou – Resilience Policies Package for TypeScript Async Functions

https://hou2.vercel.app/
1•smokeeaasd•13m ago•0 comments

Stinkpot: SQLite-Backed Shell History

https://tangled.org/oppi.li/stinkpot
1•birdculture•17m ago•0 comments

Claude Usage Public Leaderboard

https://www.claudeusage.com/leaderboard
1•bazarkua•19m ago•0 comments

How the World Cup impacted global health?

https://ouraring.com/blog/2026-world-cup-data-story/
1•jenthoven•19m ago•0 comments

Books can't piss me off

3•emerongi•22m ago•1 comments

Should you use AI for a task? Here's a simple way to decide

https://www.theguardian.com/commentisfree/2026/jul/24/should-you-use-ai
1•flopsamjetsam•26m ago•2 comments

Brazil denies visas to U.S. officials who aimed to impugn electoral system

https://www.washingtonpost.com/world/2026/07/24/us-sending-envoys-question-brazilian-electoral-sy...
2•matheusmoreira•31m ago•2 comments

Dht-spy – BitTorrent DHT telemetry

https://dhtspy.net/
1•ogurechny•37m ago•1 comments

Show HN: Desktui – a remote desktop client for your terminal

https://github.com/mishushakov/desktui
3•ushakov•40m ago•0 comments

DeepSeek pause fundraise after comments on compute gap to US leaked (transcript) [pdf]

https://github.com/demo-zexuan/liang-wenfeng-investor-meeting-2026-7-22/blob/master/%E6%A2%81%E6%...
7•oliculipolicula•40m ago•0 comments

Htmx 4: The Game

https://swag.htmx.org/products/htmx-4-the-game
3•geophph•54m ago•0 comments

Show HN: Routeveil – Shared-element and page transitions engine for React Router

https://www.routeveil.dev/lab/shared-elements
2•milkeviich•1h ago•0 comments

The Assumption of Maria (near future sci-fi)

https://www.lightspeedmagazine.com/fiction/the-assumption-of-maria/
5•swernli•1h ago•0 comments

The Dundee Time Capsule

https://www.greatwardundee.com/the-home-front/the-dundee-time-capsule/
1•xg15•1h ago•0 comments

"Loneliness influencers" are all the rage, but everyone is wrong about them

https://preta6.substack.com/p/loneliness-influencers-are-all-the
2•ropili•1h ago•0 comments

For coding agents, real-time collaboration beats the "wisdom of the crowd"

https://ykdojo.github.io/antigravity-cloud-run/experiments/collaboration-vs-wisdom-of-the-crowd/
2•ykev•1h ago•0 comments

Quantum internet leaves the lab

https://news.northwestern.edu/stories/2026/07/quantum-internet-leaves-the-lab
5•hhs•1h ago•0 comments

Algorithm-designed photonic circuits beyond human intuition

https://seas.harvard.edu/news/algorithm-designed-photonic-circuits-beyond-human-intuition-0
2•hhs•1h ago•0 comments

Where Your Mind Goes When You Stop

https://lanternhours.substack.com/p/where-your-mind-goes-when-you-stop
1•cuongvtran•1h ago•0 comments

Why Losing an Argument Feels Like Losing Yourself

https://lanternhours.substack.com/p/why-losing-an-argument-feels-like
2•cuongvtran•1h ago•0 comments

Clinical Failure Rates over the Decades: Yikes

https://www.science.org/content/blog-post/clinical-failure-rates-over-decades-yikes
15•EA-3167•1h ago•9 comments

Trump's Push to Build Data Centers for the US Military

https://www.motherjones.com/politics/2026/07/data-centers-us-military-bases-public-lands/
3•cdrnsf•1h ago•0 comments

Ubuntu Pro auth service down?

https://ubuntu.com/login?next=/pro/attach?
1•spl757•1h ago•1 comments

Pangrandomonium: Rhizome Function Anagram Random Generator

https://zenodo.org/records/21551292
1•OCTADE•1h ago•1 comments

Wreckage of 1952 Pan Am plane crash found near Puerto Rico

https://www.theguardian.com/world/2026/jul/22/wreckage-found-1952-pan-am-plane-crash-air-safety-p...
2•firasd•1h ago•0 comments

Show HN: Cross-Platform Flutter and React-Native Plugin – FFmpeg-Kit-Extended

1•akashskypatel•1h ago•0 comments