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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

AfterVibe: What Remains When the Conversation Ends

https://arxiv.org/abs/2607.09900
1•mooreds•1m ago•0 comments

My Dumbphone Made My Life Better. It Made Everyone Else's Worse

https://www.nytimes.com/2026/09/16/opinion/dumbphone-smartphone-friendship.html
1•Wowfunhappy•1m ago•0 comments

PaperPull – Download years of statements and receipts locally

https://paperpull.net/
1•rheeloaded•8m ago•0 comments

Solving Factorio Quality

https://exyr.org/2026/solving-factorio-quality/
1•laurenth•12m ago•0 comments

Every 4-piece checkers endgame, solved (6.4M positions, 1.8MB) url

https://github.com/Pixel4youcorp/checkers-endgame-tablebase
1•Heidi_70•13m ago•0 comments

U.S. Strategic Petroleum Reserve Falls to Lowest Level Since 1982

https://oilprice.com/Latest-Energy-News/World-News/US-Strategic-Petroleum-Reserve-Falls-to-Lowest...
2•thelastgallon•13m ago•0 comments

AI Agents Are About to Flood the Workforce. No One's Ready for It

https://www.wired.com/story/ai-agents-are-about-to-flood-the-workforce-no-ones-ready-for-it/
1•ent101•14m ago•1 comments

Bleci – Automate repetitive Bluetooth LE debugging

https://apps.apple.com/us/app/bluetooth-ci-tracker/id6451366993
1•ianhwu•15m ago•0 comments

Einsum Trees: An Abstraction for Optimizing the Execution of Tensor Expressions [video]

https://www.youtube.com/watch?v=zPd1wWLJFq8
1•matt_d•17m ago•0 comments

Senate Resoundingly Approves College Sports Measure

https://www.nytimes.com/2026/09/28/us/politics/senate-college-sports.html
1•ChrisArchitect•18m ago•1 comments

Intellign Tools – browser-first utilities you can also embed or install

https://tools.intellign.us/
2•letscreateish•24m ago•0 comments

About the security content of macOS Sequoia 15.8.1

https://support.apple.com/en-us/149229
1•soheilpro•28m ago•0 comments

The 'Colossal Headache' of Building a Made-in-America Monopoly Game

https://www.wsj.com/business/american-made-monopoly-game-tariffs-china-e9a06e68
3•fortran77•32m ago•2 comments

Choices – Enterprise System-1 Router

https://mahabodi.github.io/
1•prabhatkr•35m ago•0 comments

Meta's New Muse AI Agent Read My Private Messages. I Never Asked It To

https://www.inc.com/jason-aten/metas-new-muse-ai-agent-read-my-private-messages-i-never-asked-it-...
1•eloisius•36m ago•0 comments

Base31.org -best Site Award

https://www.base31.org/
1•notam•37m ago•0 comments

Classify 6700 pages for $1 with a Jev-compatible VLM API

https://twitter.com/spillai/status/2104652597248561477
1•fzysingularity•38m ago•0 comments

Show HN: Talktome - let your AI Agent call you

https://github.com/rohanprichard/talktome
2•rohanprichard•39m ago•1 comments

Muse gives user's home address without permission, sending buyer to his house

https://www.theguardian.com/technology/2026/sep/28/metas-ai-agent-muse-home-address
2•spopejoy•39m ago•1 comments

The Second Life of Autoconf for MS-DOS

https://code.dblock.org/2026/09/27/the-second-life-of-autoconf-for-ms-dos.html
1•dblock•41m ago•0 comments

Firebase reporting crashes due to Firebase

https://github.com/firebase/firebase-ios-sdk/issues/16728
1•Eclyps•41m ago•1 comments

Anthropic warns of 'existential risks to humanity' in IPO prospectus

https://www.ft.com/content/c7685a7e-7745-4cbc-8053-4958d0ea449b
2•burntcaramel•42m ago•1 comments

Claude Code's Next Era

https://www.latent.space/p/thariq
1•swyx•46m ago•0 comments

The machine layer under Nvidia OpenShell: why containment is not safety

https://endstop.systems/blog/nvidia-openshell-machine-layer
2•osidorkin•49m ago•0 comments

Training NanoGPT in 39.9 Seconds

https://github.com/KellerJordan/modded-nanogpt/pull/360
1•simonpure•53m ago•0 comments

Show HN: Interactive Diesel Price Forecaster

https://sightspinner.ai/blog/diesel-prices-are-high-here-s-why-they-might-go-higher-2026-09-29.html
3•sightspinner•53m ago•0 comments

What I Learned About Asset Pricing

https://pedrosantaclara.substack.com/p/what-i-learned-about-asset-pricing
1•yarapavan•57m ago•0 comments

AI agent memory can be poisoned – and later treated as the user's own past

https://www.astraobscura.net/2026/09/28/the-memory-that-wasnt-yours/
2•rodicarsone•57m ago•0 comments

Managing access to catalogs in ScalarDB Analytics

https://medium.com/scalar-engineering/managing-access-to-catalogs-in-scalardb-analytics-a5f95e1a2872
1•josh-scalar•58m ago•0 comments

Supporting native Rust in Workers with the Emscripten target for WASM-bindgen

https://blog.cloudflare.com/rust-workers-emscripten-target/
2•CoderLim110•59m ago•0 comments