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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

Japan runs out of robot wolves in fight against bears

https://www.popsci.com/environment/japan-robot-wolf-army/
1•bookofjoe•2m ago•0 comments

The Fil-C Optimized Calling Convention

https://fil-c.org/calling_convention
1•pizlonator•2m ago•0 comments

LocalVibe – Pure-Rust local AI stack with MCP, in one binary (Apple Silicon)

https://github.com/Sok205/local_vibe
1•sok2054•4m ago•0 comments

The Windows Command Line and JP Software – A Brief History

https://jpsoft.com/blogs/news/the-windows-command-line-and-jp-software-a-brief-history.html
1•BruceEel•6m ago•0 comments

Inter-Dicasterial Commission on Artificial Intelligence

https://press.vatican.va/content/salastampa/en/bollettino/pubblico/2026/05/16/260516b.html
1•bombcar•7m ago•0 comments

Xi Jinping Was Only Humoring Trump

https://www.theatlantic.com/ideas/2026/05/trump-lame-duck-superpower/687189/
3•hebelehubele•9m ago•1 comments

ArXiv will ban submitters of AI-generated slop for one year

https://arstechnica.com/science/2026/05/preprint-server-arxiv-will-ban-submitters-of-ai-generated...
1•Lihh27•9m ago•1 comments

NextEra and Dominion in talks over tie-up to create $400B US utility giant

https://www.ft.com/content/37ba1609-ffa7-42ae-b63c-b2c628c584e1
1•JumpCrisscross•13m ago•0 comments

Sequence Points (2010)

https://susam.net/sequence-points.html
1•susam•13m ago•0 comments

Infrasound likely a key factor in alleged hauntings

https://arstechnica.com/science/2026/04/that-spooky-sensation-likely-due-to-rumbling-pipes-not-sp...
1•austinallegro•13m ago•0 comments

In Defense of Software Businesses

https://aimode.substack.com/p/in-defense-of-software-businesses
1•warthog•15m ago•0 comments

China wants more robots but not fewer workers

https://www.economist.com/finance-and-economics/2026/05/11/china-wants-more-robots-but-not-fewer-...
1•marojejian•16m ago•1 comments

Spontaneous Human Combustion over the Ages

https://www.fatemag.com/post/spontaneous-human-combustion-over-the-ages
1•austinallegro•20m ago•1 comments

APL Performance

https://aplwiki.com/wiki/Performance
1•tosh•24m ago•0 comments

You can't whisper at an AI agent

https://stripe.dev/blog/ai-steering-experiments
1•logickkk1•24m ago•0 comments

The vibes in SF feel frenetic – The divide in outcomes is massive

https://twitter.com/deedydas/status/2055491938464489888
2•spenvo•24m ago•0 comments

Polymarket Isn't a Prediction Market for the Real World

https://reticulating.substack.com/p/polymarket-isnt-a-prediction-market
2•fontain•29m ago•0 comments

Mike Stonebraker: Computer Science might not be a growth industry going forward

https://www.youtube.com/watch?v=YPObBOwIrHk
1•tcp_handshaker•30m ago•1 comments

Texas county passes 1-year data center construction ban

https://www.politico.com/news/2026/05/16/texas-county-data-center-construction-ban-00922493
3•cdrnsf•32m ago•0 comments

Beaver: An Enterprise Benchmark for Text-to-SQL

https://peterbaile.github.io/beaver/
1•tcp_handshaker•33m ago•0 comments

Rx Inspector: Look Up Where Your Generic Prescription Drugs Were Made

https://projects.propublica.org/rx-inspector/
3•turtleyacht•39m ago•0 comments

The 48-Hour Cancer Binder

https://ludocomito.dev/blog/48-hour-cancer-binder/
2•ludocomito•41m ago•0 comments

Palace-AI – memory palace for AI agents

https://github.com/RhyChaw/palace-ai
3•RhythmC•42m ago•0 comments

A Note On Distributed Computing (1994)[pdf]

https://waldo.scholars.harvard.edu/sites/g/files/omnuum6261/files/waldo/files/waldo-94.pdf
2•ai_critic•52m ago•0 comments

The clean-up cost of AI code is what the velocity narrative leaves out

https://webflow.com/blog/cleanup-cost-ai-generated-code
4•dxs•52m ago•0 comments

Halt and Catch Fire

https://unstack.io/halt-and-catch-fire
4•ScottWRobinson•56m ago•0 comments

Tata Electronics(India) and ASML(Netherlands) Announce Strategic Partnership

https://www.asml.com/en/news/press-releases/2026/tata-electronics-and-asml-announce-strategic-par...
4•saharshpruthi•58m ago•2 comments

As Russian drones hunt Ukrainians in 'human Safari,' a boy fought back

https://www.washingtonpost.com/world/2026/05/15/russian-drones-hunt-ukrainians-human-safari-boy-f...
5•Stratoscope•58m ago•1 comments

Thousands todo apps, but none allows one-click collaboration with my grandma

https://medium.com/@tombarys/dotolist-creating-a-one-click-team-065a18dbeccd
3•tombarys•1h ago•1 comments

Elevated error rates on requests to multiple models

https://status.claude.com/incidents/v9s6d0jt84hj
9•recroad•1h ago•2 comments