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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 Last Architecture Designed by Hand

https://philippdubach.com/posts/the-last-architecture-designed-by-hand/
1•toomuchtodo•1m ago•0 comments

A rogue AI led to a serious security incident at Meta

https://www.theverge.com/ai-artificial-intelligence/897528/meta-rogue-ai-agent-security-incident
2•mikece•1m ago•0 comments

Harvard releases API for to augment Humans (engramme.com)

https://www.engramme.com/
1•spandan_madan•1m ago•0 comments

Is the Strategy Pattern an ultimate solution for low coupling?

https://event-driven.io/en/is_strategy_pattern_an_ultimate_solution_for_low_coupling/
1•birdculture•1m ago•0 comments

Surface-Stable Fractal Dithering

https://runevision.com/tech/dither3d/
1•coinfused•5m ago•0 comments

Meta is having trouble with rogue AI agents

https://techcrunch.com/2026/03/18/meta-is-having-trouble-with-rogue-ai-agents/
1•toomuchtodo•5m ago•0 comments

FBI admits buying Americans' location data from data brokers

https://proton.me/blog/fbi-location-data
1•mikece•5m ago•0 comments

Loop – An opinionated dev environment for running Claude Code agents in Docker

https://github.com/radutopala/loop
1•radutopala•5m ago•0 comments

NYC ends criminal summonses for cyclists, e-bike riders

https://gothamist.com/news/nyc-ends-criminal-summonses-for-cyclists-e-bike-riders-in-policy-shift
1•geox•6m ago•0 comments

We Spoke to Game Devs and All of Them Hate DLSS 5

https://kotaku.com/we-spoke-to-game-devs-and-all-of-them-hate-dlss-5-what-the-f-nvidia-2000680059
1•tastyface•6m ago•0 comments

Rethinking open source mentorship in the AI era

https://github.blog/open-source/maintainers/rethinking-open-source-mentorship-in-the-ai-era/
1•mikece•7m ago•0 comments

Bifrost CLI and Codex CLI: One Command to Set Up OpenAI Agent with Any Model

https://github.com/maximhq/bifrost
1•aanthonymax•7m ago•0 comments

Artifact Production Just Got Cheap – What remains when code costs nothing

https://dekodiert.de/en/articles/artefaktproduktion
1•sdoering•7m ago•0 comments

Apple Urges iPhone Users Running Outdated iOS Versions to Update Immediately

https://www.macrumors.com/2026/03/19/apple-outdated-ios-update-warning/
2•tosh•8m ago•0 comments

New technology will help satellites avoid collisions in space

https://www.lanl.gov/media/news/0220-satellites-avoid-collisions
1•LAsteNERD•8m ago•0 comments

Country Budget Allocation Simulator – EconoSIM

https://econosim.burduja.me/
1•FrozenSynapse•9m ago•0 comments

NanoGPT Slowrun: 10x Data Efficiency with Infinite Compute

https://qlabs.sh/10x
2•sdpmas•9m ago•0 comments

Europe sleepwalked into yet another energy crisis

https://www.bbc.com/news/articles/c24de9e97vno
3•asplake•9m ago•0 comments

I found a hidden library of podcasts (and it's brilliant)

https://coleslaw.bearblog.dev/i-found-a-hidden-library-of-podcasts-and-its-brilliant/
2•speckx•9m ago•0 comments

What Is Swarm Intelligence? An Explainer

https://www.aptiv.com/en/insights/article/what-is-swarm-intelligence
3•ohjeez•10m ago•0 comments

Instagram to remove end-to-end encryption for private messages in May

https://www.theguardian.com/technology/2026/mar/18/instagram-to-remove-end-to-end-encryption-for-...
4•finnlab•10m ago•1 comments

New Version of the Elixir Language Tour

https://elixir-language-tour.swmansion.com/introduction
3•mirzap•11m ago•0 comments

Study pinpoints when bow and arrow came to North America

https://arstechnica.com/science/2026/03/study-pinpoints-when-bow-and-arrow-came-to-north-america/
3•pseudolus•12m ago•0 comments

Affordable Passive Income Course

https://millionairepartnership.com/webclass-d24-new
2•Longknocker•12m ago•0 comments

Show HN: Monte Carlo simulator for March Madness bracket pools

https://madness.imranh.org/
2•imran3740•13m ago•0 comments

Sovereign V4: A Cleaner, Stronger Approach to Cryptography

https://bastion-enclave.vercel.app
2•KevinChasse•13m ago•0 comments

Show HN: Run Claude Code with –dangerously-skip-permissions in a Docker sandbox

https://github.com/sayil/dangerously
2•sayil•14m ago•0 comments

European municipalities leak citizen data to US companies

3•sam_lowry_•15m ago•0 comments

Ask HN: How to Find a Job in the UK

4•0x3444ac53•15m ago•0 comments

Iran revives 'Zionist sorcery' claims in propaganda against Israel

https://www.jpost.com/middle-east/iran-news/article-890527
3•pinewurst•17m ago•0 comments