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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 1990s Web vs. today's AI

https://arnoldkling.substack.com/p/the-1990s-web-vs-todays-ai
1•paulpauper•25s ago•0 comments

Ask HN: Why do many websites use a sign-in code instead of a password?

1•bariumbitmap•26s ago•0 comments

Is controllability becoming the real bottleneck for computer-use agents?

https://twitter.com/markchen90/status/2095597534412673109
1•oliviayii•3m ago•0 comments

Agentic Search

https://mistral.ai/news/agentic-search/
1•gmays•8m ago•0 comments

An 'Exercise Pill' Just Cleared Its First Human Test

https://gizmodo.com/an-exercise-pill-just-cleared-its-first-human-test-2000800380
1•tempestn•10m ago•1 comments

Tesla opens search for Cybercab fleet sales, but FSD owners are still left out

https://electrek.co/2026/09/03/tesla-opens-search-for-cybercab-fleet-sales-but-fsd-owners-are-sti...
2•jijojv•11m ago•0 comments

Nvidia Acquiring HuggingFace

https://blogs.nvidia.com/blog/nvidia-to-acquire-hugging-face/
2•zezaggering•13m ago•0 comments

The Impact of AI-Generated Text on the Internet

https://ai-on-the-internet.github.io
4•alphabetatango•16m ago•0 comments

How Much of the Internet Is Written with AI?

https://www.pewresearch.org/data-labs/2026/08/20/how-much-of-the-internet-is-written-with-ai/
2•alphabetatango•19m ago•0 comments

Post-Training Language Models for Gold-Medal Performance in Coding Competitions

https://arxiv.org/abs/2609.02849
1•sbulaev•19m ago•0 comments

Wan 3.0 – 30-second native-audio video from text, images, docs, or web

https://wan30.io
1•yoxi1•20m ago•0 comments

DEF Con 34 – Hacking AI – Bruce Schneier [video]

https://www.youtube.com/watch?v=eEBv0STiYhI
4•jonbaer•24m ago•0 comments

Probabilistic population forecasting: Short to long-term

https://www.sciencedirect.com/science/article/pii/S0169207021001394
1•andsoitis•27m ago•0 comments

Study projects human population up to 2300

https://populationconnection.org/blog/study-projects-human-population-up-to-2300/
2•andsoitis•27m ago•0 comments

Never Forget How Eagerly Apple and Google Coddled Fascism

https://karlbode.com/never-forget-how-eagerly-apple-and-google-coddled-fascism/
15•ExMachina73•28m ago•0 comments

A Mysterious Kidney Disease Has Arrived in Texas

https://www.texasmonthly.com/news-politics/ckdu-kidney-disease-immigration/
3•johntfella•32m ago•0 comments

Why Does Rust Need Send and Sync?

https://gmcgoldr.github.io/2026/09/03/send-sync-rust.html
2•garrinm•32m ago•0 comments

WireGuard Protocol Implementation in D

https://github.com/Geod24/wireguard
2•mhh__•35m ago•0 comments

OT Isolation Plan: What You Can Disconnect When It Matters

https://www.emberot.com/resources/blog/ot-isolation-plan/
3•TheWiggles•36m ago•0 comments

How to Parallelize a Transformer for Training

https://ezyang.github.io/interactive-parallelize-transformer/
1•gmays•41m ago•0 comments

Virtual Memory from First Principles

https://blog.codingconfessions.com/p/virtual-memory
1•signa11•43m ago•0 comments

From Hookswitch to Grave

https://computer.rip/2026-06-14-hookswitch-to-grave.html
6•Sniffnoy•46m ago•0 comments

Blue Continuum, from the Founder of Nautilus

https://www.bluecontinuummag.com
3•dnetesn•58m ago•1 comments

LogPoints in Intelleji

https://www.jetbrains.com/idea/whatsnew/
1•irannam31•59m ago•0 comments

Duck Hunt: Moving Bauplan from DuckDB to DataFusion

https://bauplanlabs.com/post/duck-hunt-moving-bauplan-from-duckdb-to-datafusion
1•ihnorton•1h ago•0 comments

Tesla opens "Help us grow out fleet" after opening robotaxi to the public

https://www.tesla.com/robotaxi/interest
2•frankacter•1h ago•3 comments

Scoring Tech Talent 2026 [pdf]

https://sprcdn-assets.sprinklr.com/2299/d494ac3f-e752-48cc-900d-82d584be895e-1975427585/Scoring_T...
1•gmays•1h ago•0 comments

An interval-scoped notation framework born from AP Calculus homework

https://github.com/umayl/interval-scoped-notation
2•umayl•1h ago•0 comments

Ask HN: How do you market Open Source Software?

5•Daniel-Pan•1h ago•4 comments

A Tetrational Self-Cleaning Turing Machine

https://nickdrozd.github.io/2026/09/01/tetrational-self-cleaning-turing-machine.html
2•nickdrozd•1h ago•0 comments