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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

The First Hit Is Free

https://whattotelltherobot.com/p/the-first-hit-is-free
1•stefie10•2m ago•0 comments

Jira Is Turing-Complete

https://seriot.ch/computation/jira.html
1•beefburger•5m ago•0 comments

Show HN: Synchole is a native P2P data transfer protocol library in Rust

https://github.com/doshareme/synchole
1•vednig•7m ago•0 comments

Starship Launch – Everyday Astronaut [video]

https://www.youtube.com/watch?v=odWYDx3u8A4
3•cwillu•9m ago•0 comments

Ontology vs. Semantic Layer

https://lowhangingdata.com/article/ontology-vs-semantic-layer/
1•mryagerr•12m ago•0 comments

I'm Tired of Listening to Nerds and Dweebs (2025) [video]

https://www.youtube.com/watch?v=3S9OZTQa0eY
2•TMWNN•14m ago•0 comments

Triumph of the Nerds

https://en.wikipedia.org/wiki/Triumph_of_the_Nerds
1•evo_9•18m ago•0 comments

Only 17% of all 64-bit Integers are products of two 32-bit integers

https://lemire.me/blog/2026/05/22/only-17-of-all-64-bit-integers-are-products-of-two-32-bit-integ...
2•yacin•18m ago•0 comments

DeadBro – Lightweight APM for Rails apps (N+1 detection, error tracking, alerts)

https://www.deadbro.com/
1•deadbro•19m ago•0 comments

LT2: Linear-Time Looped Transformers

https://charlesdddd.github.io/lt2/
1•matt_d•22m ago•0 comments

Anthropic's coordinated vulnerability disclosure dashboard

https://red.anthropic.com/2026/cvd/
1•darkamaul•22m ago•0 comments

Sleep research led to a new sleep apnea drug

https://temertymedicine.utoronto.ca/news/how-decades-sleep-research-led-new-sleep-apnea-drug
1•colinprince•24m ago•0 comments

Human cognitive labor will survive

https://interestingstuff.xyz/predictions/human-cognitive-labor-will-survive/
1•interestingstuf•27m ago•0 comments

Event Tensor: A Unified Abstraction for Compiling Dynamic Megakernel

https://arxiv.org/abs/2604.13327
2•matt_d•27m ago•0 comments

The seed oil panic is hurting my cardiac patients

https://www.statnews.com/2026/05/22/seed-oils-healthy-fats-tallow-fact-check-cardiac-health/
4•EA-3167•27m ago•0 comments

Building a Fast Lock-Free Queue in Modern C++ from Scratch

https://jaysmito.dev/blog/blog/04-fast-lockfree-queues/
1•jmax01•30m ago•0 comments

What It's Like to Live with One of Psychiatry's Most Misunderstood Diagnoses

https://www.nytimes.com/2026/01/30/magazine/dissociative-identity-disorder-mental-health.html
1•rendx•31m ago•2 comments

ReconForge – Open-Source Security Reconnaissance Toolkit

https://github.com/ferasbusiness666/ReconForge
2•feroomon2010•34m ago•0 comments

Battle over WiseTech AI job cuts intensifies amid China staff accusations

https://www.afr.com/technology/wisetech-ai-redundancy-fight-worsens-with-china-accusations-202605...
2•dnnddidiej•37m ago•0 comments

Show HN: Open-source private home security camera system (end-to-end encryption)

https://github.com/secluso/core
2•arrdalan•38m ago•0 comments

Twelve Ways to Be Wrong About AI-Assisted Coding

https://third-bit.com/2026/05/20/twelve-ways-to-be-wrong/
1•jllyhill•38m ago•0 comments

Sam Altman's startup is hoping Jared Leto's band will make you scan your eyeball

https://sfstandard.com/2026/05/21/jared-leto-sam-altman-eye-scanner-concert-tour/
2•petethomas•40m ago•0 comments

Mdview and the missing middle between less and Electron

https://blog.leonbecker.de/mdview-and-the-missing-middle-between-less-and-electron/
2•rowbin•42m ago•0 comments

Provenance: A survival toolkit for an AI dominant information landscape

https://vinchenkov.substack.com/p/provenance
1•vinchenkov•44m ago•0 comments

Crucial and Vital Security by Design Principles

https://nocomplexity.github.io/securitybydesign/securityprinciples/
2•runningmike•44m ago•1 comments

Departing Meta Staffer Posts Biting Anti-AI Video Internally Amid Mass Layoffs

https://www.motherjones.com/politics/2026/05/meta-video-ai-training-layoffs-video-exclusive-mci-b...
5•cdrnsf•45m ago•0 comments

Understand Monotonic Deque Pattern Before Practice on LeetCode

https://algo-rhythm.dev/en/monotonic-deque/
6•bytego•50m ago•2 comments

<model-viewer>: Easily display interactive 3D models on the web and in AR

https://modelviewer.dev/
2•Pay08•52m ago•0 comments

SpaceX Is Spending $2.8B to Buy Gas Turbines for Its AI Data Centers

https://www.wired.com/story/elon-musk-spacex-spending-gas-turbines-grok/
3•bookofjoe•52m ago•1 comments

Oops you specified provider but forgot quant

https://github.com/qpwo/openrouter_triples
1•lhmiles•52m ago•0 comments