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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

US withdraws from European anti-corruption panel, lates shift from global groups

https://apnews.com/article/trump-corruption-council-of-europe-31f7f0e4bba7bf26dfc99cd2c3a20d16
1•Bondi_Blue•18s ago•0 comments

AI tools generated nearly $1B in extra costs, Blue Cross insurers say

https://www.reuters.com/legal/litigation/ai-tools-generated-nearly-1-billion-extra-costs-blue-cro...
1•EA-3167•3m ago•0 comments

Show HN: DummyScheme is another Lisp/scheme dialect inspired by Lua

https://github.com/zhuzhonghua/dummyscheme
1•zhonghua•6m ago•0 comments

Spikes, wiring, and general principles: Neuroscience and spiking neural networks

https://dylan-muir.com/articles/neuroscience_interview/
1•FrereKhan•7m ago•0 comments

University of Michigan Pauses First-Semester Pass/No Credit Pilot Program

https://www.michigandaily.com/news/academics/lsa-pauses-first-semester-pass-no-credit-grading-pil...
2•windows_hater_7•9m ago•0 comments

IFPI Wants Open Source YouTube Downloader Yt-Dlp on EU Piracy Watch List

https://torrentfreak.com/ifpi-wants-open-source-youtube-downloader-yt-dlp-on-eu-piracy-watch-list/
1•0in•10m ago•0 comments

Vibe Coding Is Coming Whether We Like It or Not

https://www.reddit.com/r/ClaudeCode/comments/1wtndzi/i_am_the_scab_dev/
4•johnnyApplePRNG•10m ago•0 comments

Can the World Hit 35% Electrification by 2035?

https://oilprice.com/Energy/Energy-General/Can-the-World-Hit-35-Electrification-by-2035.html
3•thelastgallon•18m ago•0 comments

MPH Drone RTOS

https://github.com/Guag914/200-MPH-Drone-RTOS
1•Guagyyy•21m ago•0 comments

UFC Fighter Accidentally Exposes a Scam [video]

https://www.youtube.com/watch?v=OBJZw3bF0dg
2•nomilk•25m ago•0 comments

Fateshow – charts first, then AI readings you can check

https://www.fateshow.site
1•wangdream•25m ago•0 comments

Ask HN: How do you handle hitting AI coding agent usage limits?

1•VoidWhisperer•30m ago•1 comments

Game on: Henry Cavill is putting Googlebook to the test

https://blog.google/products-and-platforms/devices/googlebook/henry-cavill-googlebook-video-game/
2•shscs911•39m ago•0 comments

PSSA: A non-transformer language model written from scratch in Rust

https://github.com/Sparticle62ops/pssa
15•sparticle62•46m ago•2 comments

Radiofax

https://en.wikipedia.org/wiki/Radiofax
2•silver92bullet•46m ago•0 comments

The Adolescence of the State

https://siliconpalace.substack.com/p/the-adolescence-of-the-state
2•shigalyov•49m ago•0 comments

Weatherfax

https://www.raphnet.net/radio/wefax/index_en.php
4•Shank•56m ago•1 comments

New LiteLLM Vulnerability: Privilege Escalation to Proxy Admin and RCE

https://github.com/BerriAI/litellm/security/advisories/GHSA-7hp6-4w63-5g45
1•ajackfox•56m ago•0 comments

A value-based approach to mathematics

https://terrytao.wordpress.com/2026/09/26/a-value-based-approach-to-mathematics/
1•pykello•57m ago•0 comments

Astroforge will fly a spacecraft autonomously using AI next year

https://spacenews.com/astroforge-to-test-full-spacecraft-autonomy-using-ai/
1•KinetiNode•1h ago•0 comments

DeepGEMM-Ascend: Huawei Ascend NPUs Matrix Multiplication Kernel Library

https://github.com/deepseek-ai/DeepGEMM-Ascend
1•helloericsf•1h ago•0 comments

RSS Feeds for Last.fm

https://lfm.xiffy.nl/
2•Baljhin•1h ago•1 comments

Travis Kalanick is back: How Uber's ousted founder went from pariah to hero

https://fortune.com/2026/09/24/travis-kalanick-uber-comeback-atoms-ai-robotics-cloud-kitchens-sil...
2•aanet•1h ago•1 comments

Why Didn't GitHub Copilot Win?

https://jacobg.co/copilot/
1•jgx0•1h ago•1 comments

Show HN: Generate live realtime dashboards of your system in seconds

https://github.com/yeet-src/omarchy-yeet-ai
2•r3tr0•1h ago•0 comments

Amazon Crime and Other Tales of Billionaire Lying from the Data Center Wars

https://billmckibben.substack.com/p/amazon-crime
3•HotGarbage•1h ago•0 comments

A Metric for Memory Fragmentation

https://asawicki.info/news_1757_a_metric_for_memory_fragmentation
1•signa11•1h ago•0 comments

Show HN: Jev as the Bletchley Park Analyst: A Software Bombe on Enigma

https://github.com/agodoy21/enigma-jev
2•ag_21•1h ago•0 comments

Nats-lens – monitors JetStream consumers for delivery violations

https://github.com/biplabku/nats-lens
1•biplabku•1h ago•0 comments

Responsible Release of AI-Generated Mathematics

https://agmai.org/general-sep29/
2•aureianimus•1h ago•0 comments