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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

List of words banned by the USA government

https://pen.org/banned-words-list/?unique
1•inigyou•6m ago•0 comments

Niu Lai (The Ox Comes): Bad Chinese Animated Movie Becomes Viral Box Office Hit

https://economictimes.indiatimes.com/news/international/global-trends/niu-lai-aka-the-ox-comes-th...
1•yanhangyhy•6m ago•1 comments

Sana.cpp – Nvidia's Sana T2I model in C++, 4.8x faster than PyTorch

https://github.com/cconthekeyboard/sana.cpp
1•cconthekeyboard•13m ago•1 comments

Octopuses could help us conceptualize a different form of intelligence

https://www.cbc.ca/lite/story/1.6871036
1•colinprince•16m ago•0 comments

Amodei Re. Regulation

https://twitter.com/DarioAmodei/status/2088758816376807762
1•jacquesm•22m ago•1 comments

Python's http.server – Add support for HTTP Range header in HTTPServer

https://github.com/python/cpython/pull/118949
2•gregsadetsky•23m ago•0 comments

Show HN: An open-source workspace for your agents

https://github.com/gigeey/launchpad-studio
1•SEArongo•25m ago•1 comments

A gas-enshrouded and gas-reddened black hole at cosmic dawn

https://www.nature.com/articles/s41586-026-10846-4
2•diwank•26m ago•0 comments

DeepSeek V4 Pro at 207 tok/s with the full 1M context, no quantization

https://runinfra.ai/inference-api/deepseek-v4-pro
3•OsamaJaber•27m ago•0 comments

Cross-Sectional Stock Selection: Where Returns Come from and Why Models Fail

https://wangqiao.me/posts/cross-sectional-stock-selection-models/
1•unliftedq•30m ago•0 comments

An app to streamline data analytics – and do it cheaply

https://app.verbagpt.com/
1•symuz•34m ago•0 comments

AGI-64 Brings Sierra Adventures to the Commodore 64

https://meanhamster.com/news/agi-64-brings-sierra-adventures-to-the-commodore-64
4•erickhill•36m ago•0 comments

Why Young Men Are Abandoning the Workforce

https://www.wsj.com/opinion/free-expression/young-men-are-abandoning-the-workforce-a021228a
2•bilsbie•46m ago•2 comments

BlockArena: AI-Generated FPS Game

https://blockarena.puter.com/
1•ent101•49m ago•0 comments

AI Agent Safety Is Still Thinking Like Permissions

https://jeffreyflynt02.medium.com/ai-agent-safety-is-still-thinking-like-permissions-45878337bd98
5•jflynt76•49m ago•0 comments

Why I vibecoded my own terminal multiplexer

https://www.codedsleep.com/posts/wv-multiplexer
1•codedsleep•51m ago•0 comments

Show HN: Adding friction to my automatic open Claude reaction

2•aqureshi8•52m ago•0 comments

Hacking Legends

https://opensourcelegends.com/hacking-legends
1•buffer_overlord•54m ago•0 comments

Rare things become common at scale (2014)

https://longform.asmartbear.com/scale-rare/
2•mooreds•55m ago•0 comments

Protecting water systems from cyberattacks: 5 steps cities can take now

https://www.smartcitiesdive.com/news/protecting-water-systems-cyberattacks-5-steps-cities/827560/
3•mooreds•55m ago•0 comments

Forecasting Andean rainfall and crop yield from influence of El Niño on Pleiades

https://www.nature.com/articles/47456
1•mooreds•56m ago•0 comments

Why Chinese Citizens Are More Optimistic About AI Than Americans

https://www.bloomberg.com/news/articles/2026-08-14/why-ai-optimism-is-so-much-higher-in-china-tha...
2•pella•56m ago•0 comments

PPS Watch – The Most Accurate Watch That Doesn't Tell Time

https://www.instructables.com/PPS-Watch-the-Most-Accurate-Watch-That-Doesnt-Tell/
1•sudo_cowsay•59m ago•0 comments

Code Is the Byproduct

https://yagmin.com/blog/code-is-the-byproduct/
2•lubujackson•1h ago•0 comments

Path Protocol – an open-source browser precision game and course editor

https://github.com/argentquest/protocol
2•EricMSilver•1h ago•0 comments

Inverse Problem

https://en.wikipedia.org/wiki/Inverse_problem
2•soupspaces•1h ago•0 comments

Physicists discover a hidden gluon structure inside protons

https://www.sciencedaily.com/releases/2026/08/260815064805.htm
7•gradus_ad•1h ago•0 comments

Play Anthakshari Online

https://anthakshari.ai/
3•hareeshimo•1h ago•0 comments

Israeli minister calls for killing '30 to 40′ Palestinians in Gaza nightly

https://www.aljazeera.com/news/2026/8/16/israeli-minister-calls-for-killing-30-to-40-palestinians...
28•LAC-Tech•1h ago•6 comments

Prolly: A content-addressed ordered map built on prolly trees

https://github.com/crabbuild/prolly
2•forhappy•1h ago•0 comments