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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

I built a local portal so ChatGPT (Pro models) can browse my accounts safely

https://github.com/DenisSergeevitch/chatgpt-portal
1•neuraldenis•47s ago•0 comments

The Mindset Shift That Unlocked Y Combinator for Me

https://nmn.gl/blog/meditations-on-make-something-people-want
1•namanyayg•3m ago•0 comments

Mostly the first breakup AI agent that delivers your breakup over iMessage

https://behalf.love
1•goyibo•4m ago•0 comments

Study: Egg consumption is associated with a lower risk of Alzheimer's Disease

https://news.llu.edu/research/study-egg-consumption-associated-lower-risk-alzheimers-disease
2•bilsbie•5m ago•0 comments

The Atari 800 – By Paul Lefebvre

https://www.goto10retro.com/p/inside-the-atari-800
1•rbanffy•5m ago•0 comments

My writing students were using AI. Their confessions led to a teaching moment

https://www.theguardian.com/us-news/ng-interactive/2026/may/10/fiction-writing-professor-ai
2•spzb•8m ago•0 comments

Utah's 'hyperscale' data center could create heat island near Great Salt Lake

https://www.sltrib.com/news/environment/2026/05/07/utahs-data-center-could-create/
1•NDlurker•8m ago•1 comments

Local AI needs to be the norm

https://unix.foo/posts/local-ai-needs-to-be-norm/
3•cylo•8m ago•0 comments

Integrating no-as-a-service in Linux kernel code

https://github.com/hotheadhacker/no-as-a-service/commit/e6b4218394f3ab6c513caaf2ec2e3e88d03d124c
1•testdelacc1•11m ago•0 comments

Suprnova Reboot

https://ir3-w-a63739.gitlab.io/
1•machardmachard•12m ago•1 comments

Big Tech is moving data out of the Gulf through Iraqi oil pipelines

https://restofworld.org/2026/iraq-big-tech-gulf-war-data/
1•JumpCrisscross•12m ago•0 comments

Tracesofhumanity.org by Joanna Rutkowska

https://tracesofhumanity.org/hello-world/
2•alex77456•12m ago•0 comments

Wayland.fyi minimalist Wayland special interest group

https://wayland.fyi/
1•0l•16m ago•0 comments

Show HN: PerceptAI – Give AI agents eyes on any screen, not just browsers

1•Neerajj04•18m ago•0 comments

A decade of flying Spirit Airlines

https://jackfromgetcho.substack.com/p/farewell-and-thank-you-spirit
1•jackconsidine•18m ago•0 comments

Training an LLM in Swift, Part 1: Taking matrix mult from Gflop/s to Tflop/s

https://www.cocoawithlove.com/blog/matrix-multiplications-swift.html
2•zdw•23m ago•0 comments

The Darwinian Honeymoon – Why I am not as impressed by human progress as I used

https://www.lesswrong.com/posts/FxHzT6jeTRhbkzSX3/the-darwinian-honeymoon-why-i-am-not-as-impress...
1•joozio•23m ago•0 comments

Memgraph Ingester. Speed up your AI agent

https://github.com/ousatov-ua/memgraph-ingester/blob/main/README.md
1•taubek•24m ago•0 comments

Full Walkthrough: Workflow for AI Coding – Matt Pocock [video]

https://www.youtube.com/watch?v=-QFHIoCo-Ko
1•pramodbiligiri•25m ago•0 comments

Hi

3•milindsoni201•25m ago•1 comments

How to recruit junior/graduate software developers (2020)

http://fourlightyears.blogspot.com/2020/12/heres-how-to-recruit-juniorgraduate.html
1•mooreds•26m ago•0 comments

Code Bench – Local-first desktop AI coding agent, BYO model (MIT)

https://benchlabs.app/code-bench/
2•mkappworks•30m ago•0 comments

Hydra: 5-player packet collider in under 1000 lines of Python

https://github.com/ObliviousCompute/ObliviousCompute/blob/main/Hydra/README.md
1•InfiniteMass•31m ago•0 comments

I built a meal planner AI agent to solve my weekly dinner dilemma (2025)

https://contentdesignhub.com.au/blog/how-i-built-a-meal-planner-ai-agent-to-solve-my-weekly-dinne...
1•mooreds•32m ago•0 comments

Causality Re-Established

https://pmc.ncbi.nlm.nih.gov/articles/PMC5990655/
2•amelius•33m ago•0 comments

A Manifesto for the Intentional Internet

https://babbo.dev/intentio
1•JosephBabbo•34m ago•0 comments

Found a guy who applied to over 5k+ job applications am I cooked?

https://www.youtube.com/watch?v=RRGOAj2dEX4
1•alltobi•35m ago•3 comments

Tech arrogance, self-criticism, and burning money to cope

https://exhaustedmind.substack.com/p/a-test-of-how-arrogant-the-tech-community
1•Psychoterapist•36m ago•0 comments

The Engineering of Copper Extraction

https://www.youtube.com/watch?v=7vN614cPqTM
1•ggoo•37m ago•0 comments

VDCores: Resource Decoupled Programming and Execution for Asynchronous GPU

https://arxiv.org/abs/2605.03190
2•matt_d•37m ago•0 comments