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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

The Intelligence Curse

https://intelligence-curse.ai/
1•rzk•50s ago•0 comments

Coding Agents Are "Fixing" Correct Code

https://www.sri.inf.ethz.ch/blog/fixedcode
1•nielstron•1m ago•0 comments

Mining the commons: AI extraction, Wikipedia, and

https://policyreview.info/articles/news/commons-ai-extraction-wikipedia/2089
1•edsu•1m ago•0 comments

Enabling MTE for the LLDB Test Suite

https://jonasdevlieghere.com/post/lldb-mte-test-suite/
2•JDevlieghere•2m ago•0 comments

Apple to bring paid ads to maps to US, Canada this summer

https://www.reuters.com/business/media-telecom/apple-bring-paid-ads-maps-us-canada-this-summer-20...
2•gostsamo•2m ago•0 comments

WolfGuard: WireGuard with FIPS 140-3 cryptography

https://github.com/wolfssl/wolfguard
1•789c789c789c•2m ago•0 comments

Executable Specs for Reliable Systems

https://quint-lang.org/
1•perpetua•3m ago•0 comments

What's New in Mellea 0.4.0 and Granite Libraries Release

https://huggingface.co/blog/ibm-granite/granite-libraries
1•ibobev•3m ago•0 comments

When "One in a Billion" Happens Every Day: Scaling Redis at Report URI

https://scotthelme.co.uk/when-one-in-a-billion-happens-every-day-scaling-redis-at-report-uri/
1•speckx•3m ago•0 comments

Build a Domain-Specific Embedding Model in Under a Day

https://huggingface.co/blog/nvidia/domain-specific-embedding-finetune
1•ibobev•3m ago•0 comments

A New Framework for Evaluating Voice Agents (Eva)

https://huggingface.co/blog/ServiceNow-AI/eva
1•ibobev•3m ago•0 comments

OnlyFans owner Leonid Radvinsky dies at 43

https://thehill.com/policy/technology/5796380-leonid-radvinsky-onlyfans-founder/amp/
1•gscott•4m ago•0 comments

Ares and Apollo cap private credit fund withdrawals as exodus grows

https://www.bloomberg.com/news/articles/2026-03-24/ares-limits-private-credit-fund-withdrawals-as...
1•pera•4m ago•1 comments

Luddite

https://en.wikipedia.org/wiki/Luddite
2•thunderbong•5m ago•0 comments

BFChess: A Chess Engine in Brainfuck

https://blog.mathieuacher.com/BFChessChessEngineBrainfuck/
2•sebg•5m ago•0 comments

TournO: Tournament Optimization for Non-Verifiable RL

https://github.com/haizelabs/tourno/
1•leonardtang•5m ago•0 comments

Why Tech Giants Are Ditching the Power Grid

https://www.nytimes.com/interactive/2026/03/18/business/energy-environment/data-center-energy-gas...
1•bookofjoe•6m ago•1 comments

CVE-2026-33413 found in ETCD by open source AI agent (strix.ai), 8.8 CVSS

https://www.wiz.io/vulnerability-database/cve/cve-2026-33413
1•bearsyankees•6m ago•0 comments

Galway astronomer leads team on discovery of new planet

https://www.rte.ie/news/ireland/2026/0324/1564950-galway-astronomer-planet/
2•austinallegro•7m ago•0 comments

LM Studio may possibly be infected with sophisticated malware

https://old.reddit.com/r/LocalLLaMA/comments/1s2clw6/lm_studio_may_possibly_be_infected_with/
2•kburman•7m ago•0 comments

Phase Transitions and Attractor States in the Evolution of Informational Media

https://theinterposer.substack.com/p/approaching-a-crab-problem
2•headspreader•8m ago•0 comments

Show HN: Grove – homemade version control, one binary, 1mb, written in Rust

https://avatardeejay.github.io/grove/
1•avatardeejay•9m ago•1 comments

The Phantoms of the Fraudpera: an overview of anti-detection tooling

https://digitalseams.com/blog/phantoms-of-the-fraudpera-an-overview-of-anti-detection-tooling
1•Brajeshwar•9m ago•0 comments

EPForecast 7-day Spanish electricity price forecasting with XGBoost and LSTM

https://epforecast.vercel.app/blog/predicting-electricity-prices
1•REControversy•11m ago•0 comments

DeepBlue Marine joins EquityPilot to build Africa's premium ocean experiences

https://deep-blue-marine-5f14a6b1.base44.app
1•DeepBlue_Marine•11m ago•0 comments

/r/ATC

https://old.reddit.com/r/ATC
1•throw_a_grenade•11m ago•0 comments

Human.json

https://codeyarns.com/tech/2026-03-24-humanjson.html
2•abnercoimbre•11m ago•2 comments

The Displacement of Cognitive Labor and What Comes After

https://sahajgarg.github.io/blog/cognitive-labor/
1•sravfeyn•12m ago•0 comments

What is the best data model for AI?

https://antejavor.github.io/blog/2026/best-data-model-for-AI/
1•mapleeman•12m ago•1 comments

Show HN: Record manual QA flows, get E2E test code that fits your repo

https://quretests.com
5•mihau•14m ago•0 comments