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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

Data Fundamentals Primer for Learning LLM

https://algo-rhythm.dev/en/data/
2•vlumm•49s ago•0 comments

Execs Are Deploying Digital Twins to Do Their Work

https://www.wsj.com/tech/ai/execs-are-deploying-digital-twins-to-do-their-work-9547b375
1•Brajeshwar•54s ago•0 comments

Data Centers Now Consume 6% of US Electricity–and the Backlash Has Begun

https://singularityhub.com/2026/05/22/data-centers-now-consume-6-of-electricity-in-the-us-and-the...
1•cdrnsf•1m ago•0 comments

Agent Is Still a Hardcoded Workflow. It Is Not a Digital Employee Yet

https://kimura.yumiwillems.com/p/your-agent-is-still-a-hardcoded-workflow
1•BehaviorGraph•2m ago•0 comments

When Steve Jobs Grew Up

https://www.thefp.com/p/steve-jobs-leadership-transformation
1•Michelangelo11•4m ago•0 comments

NegPy – Open-source (GPL-3) film negative converter

https://github.com/marcinz606/NegPy
1•marcinz606•6m ago•0 comments

Read-only developer endpoint scanner for on-disk package, extension

https://github.com/perplexityai/bumblebee
1•taubek•9m ago•0 comments

Scotland Yard can keep using live facial recognition on people in London- judges

https://www.theregister.com/security/2026/04/22/high-court-approves-met-polices-facial-recog-afte...
1•gnabgib•10m ago•0 comments

AI Translate All Formats

1•cadic2603•12m ago•0 comments

Cisco Foundry Security Spec: Open specification for agentic security evaluation

https://github.com/CiscoDevNet/foundry-security-spec
2•cpard•13m ago•0 comments

Why Japan has abandoned houses

https://thehustle.co/newsletters/13-05-2026
1•stephsmithio•15m ago•1 comments

Google vs. Perplexity Chrome Extension

https://github.com/sarons/dual-ai-chat
1•cybermango•16m ago•1 comments

Quantum Dynamics Breakthrough Overturns Claim of 'Quantum Supremacy'

https://www.simonsfoundation.org/2026/05/21/quantum-dynamics-breakthrough-overturns-claim-of-quan...
4•SiempreViernes•23m ago•0 comments

Free admission and discounted overnight stays with Parks Canada

https://parks.canada.ca/voyage-travel/conseils-tips/choisis-canada-choose/admission-camping
2•bookofjoe•25m ago•0 comments

Marimo: A Reactive Python Notebook

https://marimo.io
1•pmaddams•26m ago•0 comments

Why Most Senior Devs Plateau, and What to Do

https://stackandscale.substack.com/p/why-most-senior-developers-plateau
3•lucyb0207•29m ago•1 comments

Onfim

https://en.wikipedia.org/wiki/Onfim
3•Michelangelo11•31m ago•0 comments

You will not be a member of the permanent underclass

https://thingofthings.substack.com/p/you-will-not-be-a-member-of-the-permanent
1•paulpauper•34m ago•1 comments

Why reviewing AI-generated code is devilishly hard

https://www.spinellis.gr/blog/20260523/
2•DSpinellis•40m ago•0 comments

The Forgotten Art of the LAN Party (2023)

https://www.superjumpmagazine.com/the-forgotten-art-of-the-lan-party/
1•susam•42m ago•0 comments

Italian authorities shut down major streaming piracy network

https://www.engadget.com/2180075/italian-authorities-shut-down-major-streaming-piracy-network-cin...
3•01-_-•46m ago•0 comments

ANCI: The Agent Infrastructure for Scheduling

https://meetanci.com
2•rajl•47m ago•0 comments

What's in a Codebase?

https://www.moderndescartes.com/essays/codebase_spec/
2•brilee•47m ago•0 comments

Elon, stop trying to make Grok happen

https://www.theverge.com/ai-artificial-intelligence/936219/elon-stop-trying-to-make-grok-happen
4•01-_-•48m ago•2 comments

Verytis – shared error memory for AI coding agents (MCP)

https://www.verytis.com
1•TychiqueY•48m ago•0 comments

Show HN: A satirical idle game about running an AI startup

https://game.trae.academy/
4•haebom•48m ago•0 comments

Show HN: Running BitNet b1.58 inside DRAM by breaking DDR4 timing rules

1•pcdeni•49m ago•0 comments

A Mysterious Children's Search Engine Is Misleading Kids

https://www.city-journal.org/article/kiddle-search-engine-kids
3•bushwart•50m ago•0 comments

NeuralNote

https://github.com/DamRsn/NeuralNote
1•hyperific•52m ago•0 comments

Kanban board web app powered by the Redmine API

https://ricardoborges.github.io/RedKanban/
1•r2ob•52m ago•0 comments