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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

Show HN: Explore Ethereum by the Shape of a Transaction

https://www.chaingenius.ai
1•spennant•1m ago•0 comments

Faster Gemma 4 on MLX with multi-token prediction

https://ollama.com/blog/faster-gemma-4-mlx-mtp
1•ilreb•3m ago•0 comments

Why Jet Engines Aren't "Made in China"

https://aakash.substack.com/p/why-jet-engines-arent-made-in-china
1•paulpauper•3m ago•0 comments

Scott Alexander as a modern-day Edmund Wilson

https://statmodeling.stat.columbia.edu/2026/06/07/scott-alexander-as-a-modern-day-edmund-wilson/
1•paulpauper•3m ago•0 comments

Frame Error

https://linch.substack.com/p/frame-error
2•paulpauper•4m ago•0 comments

Wikipedia: Deleted Articles with Freaky Titles

https://en.wikipedia.org/wiki/Wikipedia:Deleted_articles_with_freaky_titles
2•surprisetalk•4m ago•0 comments

Tor’s Arti 2.5.0 Released: Stable Counter Galois Onion

https://blog.torproject.org/arti_2_5_0_released/
1•iamnothere•5m ago•0 comments

Llmaker – spin up a working LLM app from a single prompt, right in your terminal

https://github.com/raiyanyahya/llmaker
2•sleepynoodle•5m ago•0 comments

The Threat of Residential Proxies

https://www.feistyduck.com/newsletter/issue_138_the_threat_of_residential_proxies
2•matheusmoreira•8m ago•0 comments

JWST spots mature galaxy cluster, redefining "cosmic noon."

https://www.eurekalert.org/news-releases/1132818
1•croes•9m ago•1 comments

China's Great Green Wall: 66B trees growing faster than natural forests

https://www.livescience.com/planet-earth/plants/trees-in-chinas-great-green-wall-appear-to-grow-f...
1•simonpure•10m ago•0 comments

The Green Metrics Tool

https://metrics.green-coding.io
1•dijksterhuis•11m ago•0 comments

A new AIs-heading technique to track grain smuggling

https://www.bellingcat.com/news/2026/06/12/shadow-fleet-russian-grain-stolen-ukraine-libya-ais-te...
1•Jimmc414•12m ago•0 comments

Hackers Broke into Madison Square Garden

https://www.404media.co/how-hackers-broke-into-madison-square-garden/
1•Jimmc414•14m ago•1 comments

Donald Trump made more than $1B last year in return to presidency

https://www.ft.com/content/dab0dd71-2d95-4838-b0df-e942f9cc5dec
3•JumpCrisscross•15m ago•0 comments

Ovid: A pi extension that makes it record proof its features actually work

https://github.com/Srinivasa314/ovid
1•s314•15m ago•1 comments

Ironsmith – A full grammar, parser, and compiler for Magic: The Gathering cards

https://chiplis.com/ironsmith/
1•nicolas-siplis•19m ago•1 comments

OpenMontage

https://github.com/calesthio/OpenMontage
2•gittrend•19m ago•0 comments

Show HN: Fruitbox – Docker Compose for Apple's container runtime

https://github.com/urjitbhatia/fruitbox
2•anachronox•21m ago•0 comments

Keybr: Adaptive Touch Typing Trainer

https://www.keybr.com
1•surprisetalk•23m ago•0 comments

Claude Fable 5 export control lifted

https://twitter.com/synthwavedd/status/2072103052635451559
20•dataking•25m ago•3 comments

Anthropic to restoring access to Claude Fable 5 and Mythos 5 from tomorrow

https://xcancel.com/AnthropicAI/status/2072106151890809341
21•schappim•27m ago•4 comments

The U.S. Added 1,200 New Millionaires a Day Last Year

https://www.wsj.com/finance/the-u-s-added-1-200-new-millionaires-a-day-last-year-d238830f
2•bookofjoe•29m ago•1 comments

Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5

https://twitter.com/AnthropicAI/status/2072106151890809341
54•Pragmata•31m ago•12 comments

Show HN: Yourself, in Every Light

https://github.com/almakit/alma
2•c7ma23s•31m ago•0 comments

Anthropic Mythos & Fable 5 export restrictions lifted

https://www.reddit.com/r/ClaudeAI/s/GOQWdGc7Pu
9•bhouston•33m ago•1 comments

Reddit appears to log every keystroke while typing

https://postimg.cc/k2tbxQSx
2•smalltorch•33m ago•0 comments

GTA 6 is shaping up to be a disaster for retailers

https://www.polygon.com/gta-6-digital-preorder-gamestop-sales-console-supply-rockstar-games/
1•doener•34m ago•0 comments

RunInfra: Optimize any open model down to the kernel, deploy in 5 min

https://runinfra.ai
1•OsamaJaber•37m ago•0 comments

Google copybara: moving code between repositories

https://github.com/google/copybara
5•reconnecting•40m ago•0 comments