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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 mystery of Moderna's magic algorithm

https://www.statnews.com/2026/08/27/moderna-merck-cancer-vaccine-secret-ingredient-an-algorithm/
1•brandonb•1m ago•0 comments

Oura faces class-action lawsuit over sleep tracking accuracy

https://www.mobihealthnews.com/news/oura-faces-class-action-lawsuit-over-sleep-tracking-accuracy
2•simonebrunozzi•2m ago•0 comments

Testing LDAP and SSO Integrations in NixOS with Playwright

https://blog.tiserbox.com/posts/2026-08-22-testing-ldap-and-sso-integrations-in-nix-os-with-playw...
1•ibizaman•3m ago•0 comments

Salesforce Partners with Anthropic = Claudeforce

https://www.salesforce.com/claudeforce/?bc=HL
1•sagrd•3m ago•0 comments

A call for collective action on cyber defense

https://openai.com/collective-cyberdefense/
1•brandonb•3m ago•0 comments

A Defence of the Imperial System

https://diaduck.xyz/blog/a-defence-of-imperial
1•speckx•4m ago•0 comments

GLM-5.3-Flash at 3.3 tok/s

1•marcobambini•5m ago•0 comments

Float Bloat

https://bonsai.io/blog/float-bloat/
1•binarymax•5m ago•0 comments

Stacking Oranges in 24 Dimensions

https://www.empirical.health/blog/ai-math-sphere-packing/
1•brandonb•6m ago•0 comments

Greg Brockman: A call for collective action on cyber defense

https://twitter.com/gdb/status/2093021551855812842
2•tosh•8m ago•1 comments

The Age of Disinvention

https://pluralistic.net/2026/08/25/gammamax/#felony-contempt-of-business-model
1•pekko•9m ago•0 comments

Gemini Omni 1.1 Flash

https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-omni-1-1-flash/
2•saretup•9m ago•0 comments

DuckDB and the Changing Physics of Analytics

https://www.allthingsdistributed.com/2026/08/duckdb-and-the-changing-physics-of-analytics.html
1•yarapavan•10m ago•0 comments

Show HN: An Apple Passwords browser extension on Linux

https://github.com/Sank6/iCloud-Keychain-for-Linux
1•sank6•11m ago•0 comments

I still like writing websites by hand

https://chenhuijing.com/blog/i-still-like-writing-websites-by-hand/
1•speckx•11m ago•0 comments

Bot Management for a Changing Internet

https://www.radiustech.xyz/blog/bot-management-for-a-changing-internet
2•madars•12m ago•0 comments

OpenAI let a mob of LLM agents game a test and ransack Hugging Face

https://arstechnica.com/security/2026/08/how-openai-let-a-mob-of-llm-agents-game-a-test-and-ransa...
1•joozio•14m ago•0 comments

Tailscale PAM beta: Manage connectivity and privileged access in one place

https://tailscale.com/blog/tailscale-pam-beta
2•iscmt•15m ago•0 comments

New book on System Design: is it any good?

https://books.lextrem.com/system-design-1/
1•hnque•16m ago•1 comments

Building a Functional Suitcase Car (Technically a Kart)

https://www.borninspace.com/building-a-functional-suitcase-car-technically-a-kart/
1•speckx•19m ago•0 comments

Ask HN: What's your career / life plan for the next few years?

1•tarikozket•19m ago•1 comments

200+ Deaths in the Nepal-Tibet Floods of Aug 26. These deaths were avoidable

https://mfe.respirer.in/hkh-glacier-watch/
1•ronzensci•20m ago•1 comments

Mobile phone dropped from SPACE remains intact thanks to record-breaking case

https://www.guinnessworldrecords.com/news/2026/8/mobile-phone-literally-dropped-from-space-remain...
2•ivell•20m ago•0 comments

Flock CEO gets his house blurred out on Google Maps and Zillow

https://twitter.com/LocumRex/status/2092993787605717176
15•lorecore•22m ago•3 comments

The Israeli Influence Machine [video]

https://www.youtube.com/shorts/fpeCldf7iyE
2•untitledsource•22m ago•0 comments

GitHub page when it was launched

https://web.archive.org/web/20080514210148/http://github.com/
1•prakashqwerty•24m ago•0 comments

A cited AI answer can still be wrong: the retrieval bug we found in ZettaVector

https://zettavector.com/blog/cited-ai-answer-can-still-be-wrong
1•warrowarro•25m ago•0 comments

Grok Bot for Linux: Unofficial port of the official app (open source)

https://github.com/jakob-bu/grok-bot-linux-unofficial
15•j-bu•26m ago•2 comments

Reverse Engineering My ADHD Test

https://nullpt.rs/reverse-engineering-adhd-test
3•hazebooth•26m ago•0 comments

Compromising Signal's Contact Discovery Enclave (SGX)

https://v12.sh/blog/signal
2•RobLach•26m ago•0 comments