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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: Built AI-Gateway reverse proxy to reduce LLM API costs and token burn

https://github.com/Arnab758/ai-gateway
1•arnab777•7m ago•0 comments

How not to forget what matters

https://www.henrikkarlsson.xyz/p/hypomnemata
2•Curiositry•7m ago•1 comments

Show HN: Zedra – Remote control for AI coding agents

https://zedra.dev/
1•tanlethanh•9m ago•0 comments

A 30 Year OG Application Developer Available

1•MichaelHonohan•12m ago•0 comments

Math of Egyptian fractions (old web pre-AI)

https://www.math.buffalo.edu/mad/Ancient-Africa/mad_egyptian-fractions.html
1•marysminefnuf•13m ago•0 comments

Show HN: Git-temp (local scratchpad for AI agents that won't clutter Git status)

https://github.com/sebmellen/git-temp
1•sebmellen•14m ago•0 comments

Linux on Older Hardware: The Complete Revival Guide

https://www.fosslinux.com/158206/linux-on-older-hardware-revival-guide.htm
1•tapanjk•15m ago•0 comments

Noubin – Local-First Physical Media Hyperlink Standard

https://github.com/TobyKLight/Noubin
1•bj-rn•17m ago•0 comments

Meta Pauses Employee Spyware After Exposing Workers' Private Data

https://dissenter.com/tech/meta-pauses-employee-spyware-after-leaking-workers-private-data-to-ent
3•NewCzech•19m ago•0 comments

Chinese models are sometimes better, even if they're distilled

https://dualuse.dev/posts/chinese-models-are-sometimes-better-even-if-distilled
1•handfuloflight•22m ago•1 comments

Show HN: Find where multi-agent AI systems break before production

https://github.com/surajkumar811/swarm-test
1•surajkumar001•24m ago•0 comments

The False Promise of Imitating Proprietary LLMs

https://arxiv.org/abs/2305.15717
1•handfuloflight•25m ago•0 comments

GTA 6 Physical Copies Won't Include a Disc, Will Just Be a Code in a Box

https://www.ign.com/articles/grand-theft-auto-6-physical-copies-wont-include-a-disc-will-just-be-...
12•jmsflknr•27m ago•0 comments

Americans Got Tricked into Using a Bank That Isn't a Bank [video]

https://www.youtube.com/watch?v=hiE7NvONU5U
3•onemoresoop•34m ago•0 comments

How to Write an Effective Software Design Document

https://refactoringenglish.com/excerpts/write-an-effective-design-doc/
1•theanonymousone•35m ago•0 comments

SoftBank Shareholders Update [pdf]

https://group.softbank/media/Project/sbg/sbg/pdf/ir/investors/shareholders/2026/shareholders-meet...
1•gregsadetsky•35m ago•1 comments

Bill Gates names women he had affairs with in Epstein testimony about blackmail

https://www.independent.co.uk/news/world/americas/bill-gates-jeffrey-epstein-house-oversight-comm...
3•handfuloflight•38m ago•0 comments

Connect Dropbox to Claude

https://help.dropbox.com/integrations/connect-dropbox-to-claude
2•dr_pardee•40m ago•0 comments

Bernie Sanders Wants a U.S. Sovereign Wealth Fund for AI

https://www.forbes.com/sites/jamesbroughel/2026/06/22/bernie-sanders-wants-a-us-sovereign-wealth-...
2•hentrep•40m ago•2 comments

The Artificial Analysis Speech to Speech Index

https://artificialanalysis.ai/articles/announcing-the-artificial-analysis-speech-to-speech-index
1•theanonymousone•41m ago•0 comments

The Secret Truth Behind the Abundance Movement – Dylan Gyauch-Lewis – TMR [video]

https://www.youtube.com/watch?v=jNOMjH-3gfU
1•xbmcuser•41m ago•0 comments

Rust for Malware Development

https://git.smukx.site/smukx/Rust-for-Malware-Development
1•rzk•45m ago•0 comments

IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures

https://arxiv.org/abs/2604.07709
2•NavinF•45m ago•0 comments

Show HN: TakoQA – A harness to get a swarm of agents to break your application

https://github.com/Tako-Research/TakoQA
1•sakuraiben•45m ago•0 comments

Why David Levinson Could Hack Aliens Using a PowerBook 5300 in Independence Day (1996)

https://decodingvibes.com/blog/why-david-levinson-could-hack-aliens-independence-day/
2•altmanaltman•48m ago•1 comments

Loop engineering, latest AI buzzword, still needs humans in the loop

https://www.theregister.com/ai-and-ml/2026/06/24/loop-engineering-latest-ai-buzzword-still-needs-...
2•Bender•49m ago•0 comments

Companies are not looking before they're leaping into the AI playpen

https://www.theregister.com/devops/2026/06/24/companies-are-not-looking-before-theyre-leaping-int...
2•Bender•49m ago•0 comments

Hotly anticipated Grand Theft Auto VI will cost more than other AAA games

https://arstechnica.com/gaming/2026/06/grand-theft-auto-vi-will-cost-80-without-a-physical-disc/
1•Bender•50m ago•1 comments

Show HN: Find the Shortest Path in 24 steps

https://pathology.thinky.gg/level/hi19hi19/against
1•k2xl•53m ago•0 comments

Security tools inside coding agents get ignored unless we do things

https://www.boringappsec.com/p/edition-34-a-consensus-is-finally
1•joj123•58m ago•0 comments