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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Tree Editor – apply and remove types without breaking your data

https://github.com/justindmassey/tree-editor
1•justindmassey•32s ago•0 comments

Llama.cpp with CUDA Support on Original Jetson Nano (4GB)

https://github.com/kreier/llama.cpp-jetson
1•Abishek_Muthian•6m ago•1 comments

LLMs on a PowerPC Mac

http://www.theresistornetwork.com/2025/03/thinking-different-thinking-slowly-llms.html
1•austinallegro•7m ago•0 comments

Show HN: WordGen, a fast and easy to use wordlist generator

1•CzaxTanmay•7m ago•0 comments

Stop Guessing. Start Scaling. Land Your Dream Big Tech Offer with InterviewGPT

https://interviewgpt.deepchill.app/blogs
1•tiancaioyzy•8m ago•0 comments

Show HN: NUPA is Pax Economica, 6,480x more stable than current US economy

1•bedardbrandon89•16m ago•0 comments

Show HN: Live global gas station inventory

https://tanklevel.info/
2•t819291•17m ago•0 comments

First evidence of birth assistance in non-primates filmed (whales)

https://www.dawn.com/news/1986116
1•fork-bomber•20m ago•0 comments

Sora 2 API and Sora 2 Pro API

https://sora2-api.com
1•Mehedy2026•22m ago•0 comments

Code review skill inspierd by Gilfoyle and Dinesh

https://github.com/v1r3n/dinesh-gilfoyle
1•opiniateddev•23m ago•0 comments

I Let AI Write My Code, but Not My Writing

https://hermeticwoodsman.substack.com/p/why-i-let-ai-write-my-code-but-not
2•tartoran•23m ago•1 comments

The Machiavellian Maze

https://www.robkhenderson.com/p/the-machiavellian-maze
2•barry-cotter•30m ago•0 comments

Pretext: JavaScript/TypeScript library for multiline text measurement and layout

https://github.com/chenglou/pretext
1•davidbarker•31m ago•0 comments

Building shared coding guidelines for AI (and people too)

https://stackoverflow.blog/2026/03/26/coding-guidelines-for-ai-agents-and-people-too/
1•vinhnx•33m ago•0 comments

Scientists film whale giving birth while other whales work together to help her

https://www.theguardian.com/environment/2026/mar/27/scientists-film-whale-giving-birth-other-whal...
2•sandebert•33m ago•0 comments

Ada and Spark on ARM Cortex-M – A Tutorial with Arduino and Nucleo Examples

http://inspirel.com/articles/Ada_On_Cortex.html
1•swq115•33m ago•0 comments

Poison AI Training Data Scrapers

https://github.com/austin-weeks/miasma
2•250call•41m ago•1 comments

Show HN: Local Vault – AES-256-GCM password manager in a single HTML file

https://github.com/RachidBoutaguiout/local-vault
1•frederic123•42m ago•0 comments

Stop Calling Them VPNs (2024)

https://flameeyes.blog/2024/09/29/stop-calling-them-vpns/
2•sysoleg•47m ago•0 comments

Ask HN: Best place to host a Node.js App in 2026

1•chbkall•49m ago•0 comments

The Deliverable Is You Programming as Theory Building

https://nekolucifer.substack.com/p/the-deliverable-is-you-programming
1•tartoran•50m ago•0 comments

Stop Calling Every AI Miss a Hallucination

https://ai.gtzilla.com/papers/stop-calling-every-ai-miss-a-hallucination-v1.0/
2•osconfused•52m ago•0 comments

Show HN: BillingEngine – usage-based billing for APIs with real-time rating

https://billingengine.cloud/cs/
1•mkellercz•58m ago•0 comments

Play Anthakshari

https://anthakshari.ai/
2•hareeshimo•1h ago•0 comments

101 Ads – Highway 101 Billboard Map

https://101ads.org/
1•ChrisArchitect•1h ago•0 comments

What happens when you clone mice for 20 years straight?

https://denovo.substack.com/p/what-happens-when-you-clone-mice
2•vinhnx•1h ago•0 comments

Atomic Rockets – Build your own spaceship

https://projectrho.com/public_html/rocket/heatrad.php
1•vismit2000•1h ago•0 comments

Show HN: Every Minute a Startup

https://everyminuteastartup.com
1•sawirricardo•1h ago•0 comments

What do frontier AI companies' job postings reveal about their plans?

https://epochai.substack.com/p/what-do-frontier-ai-companies-job
1•vinhnx•1h ago•0 comments

Pi: The Minimal Agent Within OpenClaw

https://lucumr.pocoo.org/2026/1/31/pi/
1•Anon84•1h ago•0 comments