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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

Why It Hasn't Happened Yet: Capable AI and Malicious Intent

https://substack.norabble.com/p/why-it-hasnt-happened-yet
1•nedruod•5m ago•0 comments

Niu Lai – a two-person animated film becomes an unlikely hit in China [video]

https://www.youtube.com/watch?v=5XdeI0cOWSs
1•gregzeng95•10m ago•0 comments

Expert Witness to ChatGPT "Show how 3M is 0 percent at fault"

https://www.404media.co/show-how-3m-is-0-at-fault-expert-witness-used-chatgpt-to-write-report-def...
1•kristjansson•14m ago•0 comments

Using Starlink's Satellites to Study Earth's Upper Atmosphere

https://hackaday.com/2026/08/17/using-starlinks-satellites-to-study-earths-upper-atmosphere/
1•toomuchtodo•18m ago•0 comments

When it comes to LLM, it's you who's using it wrong

https://www.vinoth.net/llm-wrong
1•avinoth•19m ago•0 comments

San Diego 150 Years Ago: Rare AI Reconstruction Visuals [video]

https://www.youtube.com/watch?v=qWaR_nc5sKM
1•latchkey•21m ago•0 comments

PineNote and PineTab2 are estimated to run out of stock in three months

https://social.treehouse.systems/@pine64/117111063654864544
1•dredmorbius•24m ago•1 comments

Beyond WASI: Running any Rust application in the browser with BrowserPod 3.0

https://labs.leaningtech.com/blog/browserpod-rust
1•corv•24m ago•0 comments

The Large Hadron Collider: 1984 – 2017

https://timeline.web.cern.ch/timeline-header/93
1•andsoitis•25m ago•0 comments

Missed shifts were costly to this McDonald's. An app has fixed the problem

https://text.npr.org/nx-s1-5893721
2•williadc•33m ago•0 comments

Sick of A.I. Slop? So Are Tech Giants

https://www.nytimes.com/2026/08/17/technology/ai-slop.html
1•uxhacker•36m ago•0 comments

Show HN: An open source alternative to Google's Critique

https://twigg.vc
1•andrebianchessi•37m ago•0 comments

USS Benfold Stalled and Lost Power in the South China Sea for Four Days

https://news.usni.org/2026/08/14/uss-benfold-was-stalled-in-the-south-china-sea-for-four-days-aft...
2•Gaishan•38m ago•0 comments

Columbia House Is Shutting Down

https://pitchfork.com/story/columbia-house-is-shutting-down/
5•ChrisArchitect•47m ago•2 comments

Fires on the Plain: Both Ends Burning (2007)

https://www.criterion.com/current/posts/473-fires-on-the-plain-both-ends-burning
1•cocacola1•52m ago•0 comments

Show HN: An n8n-like orchestration toolkit for DeepSeek harnesses

https://github.com/ahamoment-101/Open-DeepSeek-Harness-Desktop
1•darrenzhang•55m ago•0 comments

Creepy Insurers?

https://matthewekahn.substack.com/p/creepy-insurers
1•NomNew•57m ago•0 comments

I built an app that hides encrypted messages inside normal emojis

https://apps.apple.com/us/app/imp-secret-messages/id6794774885
1•oliverhann•1h ago•0 comments

California's new tire efficiency rules could save drivers $1B a year

https://grist.org/transportation/californias-new-tire-efficiency-rules-could-save-drivers-1b-a-year/
11•littlexsparkee•1h ago•13 comments

25 Years of Haiku: From "Ok, Let's Start" to the Present

https://www.desktoponfire.com/haiku_inc/969/25-years-of-haiku/
5•fork-bomber•1h ago•2 comments

Google plans to stop making Pixel products in China in 2027

https://asia.nikkei.com/spotlight/supply-chain/exclusive-google-plans-to-stop-making-pixel-produc...
2•spenvo•1h ago•0 comments

Help Peer

https://www.seangoedecke.com/help-peer/
3•gfysfm•1h ago•0 comments

Show HN: Honeymatcha.io connect your Grok bots for dating, meetups, anything

https://honeymatcha.io
1•JaiRathore•1h ago•1 comments

Show HN: Build beautiful web apps faster with UiSvelte

https://github.com/sappsdev/ui-svelte
1•victorriba•1h ago•0 comments

A candy brand discovered TikTok made an AI clone of its founder to run ads [video]

https://www.youtube.com/watch?v=itovmsMwus0
4•navs•1h ago•0 comments

Satellite operators are in panic mode due to a worsening launch crisis

https://arstechnica.com/space/2026/08/theres-a-huge-launch-crunch-right-now-and-it-will-probably-...
1•jnord•1h ago•0 comments

S-1 – Independent Company Studies

https://s-1.vercel.app/
10•simonpure•1h ago•0 comments

Unslop my deck – upload slide decks, read less slop

https://unslopmydeck.xyz/
1•fkodom•1h ago•1 comments

What's Better Than Binary? – Advent of Computing Episode 187

https://adventofcomputing.libsyn.com/episode-187-whats-better-than-binary
2•matt_d•1h ago•0 comments

The Benchmarkpocalypse

https://danluu.com/benchpocalypse/
5•cyndunlop•1h ago•0 comments