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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: Dejavu, stop showing coding agents the same command output twice

https://github.com/Salnika/dejavu
1•salnika•3m ago•0 comments

Libc Is Everywhere

https://lemmy.ml/post/49745317
1•tracyspacy•4m ago•0 comments

Powerful and Achievable Ways to Disempower the Police State Through State Law

https://cmarmitage.substack.com/p/powerful-and-achievable-ways-to-disempower
1•JumpCrisscross•6m ago•0 comments

MIRA: Multiplayer Interactive World Models with Representation Autoencoders

https://github.com/mira-wm/mira
1•bogdiyan•7m ago•0 comments

1099 threshold 2026: now $2k, not $600

https://taliivue.com/blog/1099-threshold-2026/
1•speckx•7m ago•0 comments

Ask HN: Fable Thread (July 12th Edition)

2•andai•8m ago•1 comments

Software Ownership Is Rotting. Can We Archive It?

https://philipp.substack.com/p/software-ownership-is-rotting-can
1•_1tan•9m ago•1 comments

Terminator 2: Judgment Day Got a Glow Up and Is Heading Back to the Big Screen

https://reactormag.com/terminator-2-judgment-day-theater-release-tickets-dates/
1•mooreds•10m ago•0 comments

Ask HN: If AI makes building trivial, what's the advantage for a SaaS in 2026?

https://kasspian.com/guides/is-saas-dead-in-the-age-of-ai
1•izhonline•10m ago•0 comments

Show HN: CLRK, an open-source agent runtime with gVisor and MitM guardrails

https://github.com/apoxy-dev/clrk
1•dilyevsky•16m ago•0 comments

Creative Directing AI Built SaaS, as a Service

https://www.hyoomn.com/?ai
1•krm01•16m ago•0 comments

A full server/agent management tool for iPhone

https://apps.apple.com/fr/app/onepilot-ssh-shell-terminal/id6759485908
2•Sofiane_8910•17m ago•0 comments

Neuronpedia, an open source platform for AI interpretability

https://www.neuronpedia.org/
1•rzk•19m ago•0 comments

Quit trying to keep up with every new AI tool and keep building

https://www.dynatrace.com/news/blog/quit-trying-to-keep-up-with-every-new-ai-tool-and-keep-building/
1•mooreds•19m ago•0 comments

Show HN: DataGridXL v3, High Performance Excel-Like Data Grid

https://datagridxl.com
1•robbiejs•20m ago•0 comments

Abnormal.ai Response to Anthropic Lawsuit

https://abnormal.ai/blog/abnormal-response-to-anthropic-lawsuit
1•babelfish•21m ago•0 comments

I built a tiny proxy that gives GLM 5.2 vision (or any text LLM) – MIT

https://github.com/thomasunise/visionbridge
2•thomasunise•23m ago•0 comments

Show HN: Q a REPL for LLM inside the terminal

https://github.com/alaa-alawi/q
1•alaaalawi•23m ago•0 comments

Code is overpaying for AI. /tokendiet finds where

https://tokendiet.dev/
1•eMoka•23m ago•2 comments

A New Foundation for Tuxedo OS: Switching to Debian

https://www.tuxedocomputers.com/en/A-new-foundation-for-TUXEDO-OS-Switching-to-Debian.tuxedo
2•DavideNL•24m ago•0 comments

Sets up your AI agent for Cloudflare

https://developers.cloudflare.com/agent-setup/prompt.md
1•gurjeet•24m ago•0 comments

Hudson News self-checkout terminals add 3% "employee benefit" surcharge in NY

https://twitter.com/_ZachGriff/status/2074538643465683065
2•ilamont•24m ago•1 comments

Ask HN: Google's chilling effects on expressing democratic dissent

1•terabytest•25m ago•0 comments

Squish, a local LLM inference server for Apple Silicon

https://squish.run/blog/local-llm-fast-enough/
1•wscholl•25m ago•0 comments

Doing front end changes via LLMs is pain in the a*

https://github.com/mi60dev/visionaire-engine
1•mishonyAI•26m ago•1 comments

Show HN: Xls-reader – read legacy .xls in the browser, no upload, zero deps

https://zanlucathiago.github.io/xls-reader/demo.html
1•thiagozanluca•26m ago•0 comments

Proximity to Golf Courses and Risk of Parkinson Disease

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2833716
2•bookofjoe•27m ago•0 comments

AI Neovim

https://github.com/s2xon/aeovim/
1•s2xon•29m ago•1 comments

Show HN: Last EHR – AI agent over a FHIR back end with human approval on writes

https://www.lastehr.com
1•betzsoftware•30m ago•0 comments

Muse Image and Muse Video

https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/?_fb_noscript=1
2•surprisetalk•30m ago•0 comments