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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

Panther Lake is the real deal

https://world.hey.com/dhh/panther-lake-is-the-real-deal-4bd731f1
1•maluta•45s ago•0 comments

Show HN: Claude Code skills for network engineering and homelabs

https://github.com/arsallls/claude-network-skills
1•arsalsajjad•1m ago•0 comments

I Went to China to See Their Progress on A.I. We Can't Beat Them

https://www.nytimes.com/2026/04/13/opinion/china-ai-america-chipmakers.html
2•amgreg•1m ago•0 comments

SSH Pilot: Scala-based SSH tool for managing and testing remote server clusters

https://github.com/openmole/sshpilot
1•thunderbong•2m ago•0 comments

Show HN: GDL – I built an AI-powered invention engine

https://groundeddiscoverylabs.com/
1•Whyachi•3m ago•0 comments

Show HN: Lint-AI by RooAGI, a Rust CLI for AI Doc Retrieval

https://github.com/RooAGI/Lint-AI
1•rooagi•5m ago•0 comments

Mapcodes – free, open way to make locations on Earth addressable by a short code

https://www.mapcode.com
1•smartmic•6m ago•0 comments

Show HN: Ithihāsas – a character explorer for Hindu epics, built in a few hours

https://www.ithihasas.in
3•cvrajeesh•7m ago•0 comments

The "AI Vulnerability Storm": Building a "Mythos-Ready" Security Program [pdf]

https://labs.cloudsecurityalliance.org/wp-content/uploads/2026/04/mythosready-20260413.pdf
3•larve•9m ago•0 comments

Artemis II Was a Blockbuster. Landing on the Moon Will Be a Lot Harder

https://www.wsj.com/science/space-astronomy/artemis-ii-was-a-blockbuster-landing-on-the-moon-will...
1•JumpCrisscross•11m ago•0 comments

AI Agents Are Control Systems

https://cloudpresser.com/writing/ai-agents-are-control-systems
2•cloudpresser•12m ago•0 comments

'Has the Rust programming language's popularity reached its plateau?'

https://developers.slashdot.org/story/26/04/12/2329229/has-the-rust-programming-languages-popular...
1•MilnerRoute•13m ago•0 comments

Sometimes I Don't Use AI at All

https://www.clintmcmahon.com/Blog/sometimes-i-dont-use-ai
1•speckx•15m ago•0 comments

Transitive 2.0: store, visualize and alert about robotics fleet data

https://transitiverobotics.com/blog/transitive-v2/
1•chfritz•16m ago•1 comments

Probing the Planck scale with quantum computation

https://arxiv.org/abs/2604.06322
2•haxiomic•16m ago•1 comments

AI-boosted hacks with Anthropic's Mythos could have dire consequences for banks

https://www.reuters.com/legal/litigation/ai-boosted-hacks-with-anthropics-mythos-could-have-dire-...
5•devonnull•17m ago•0 comments

Can you learn to read faster? And why would you want to?

https://www.rnz.co.nz/life/lifestyle/can-you-really-learn-to-read-faster-and-why-would-you-want-to
3•billybuckwheat•17m ago•1 comments

U.S. blockade of Iran's ports comes into effect

https://www.nbcnews.com/world/iran/live-blog/live-updates-us-blockade-iran-ports-trump-hormuz-pea...
3•mgh2•19m ago•1 comments

Can we use C++ Modules in 2026?

https://mropert.github.io/2026/04/13/modules_in_2026/
1•jandeboevrie•20m ago•0 comments

Lattice-Based Cryptography and Formal Verification

https://mayckongiovani.substack.com/p/pqc-engineering-series-deep-dive-dba
1•doomhammerhell•27m ago•0 comments

How to make Firefox builds 17% faster

https://blog.farre.se/posts/2026/04/10/caching-webidl-codegen/
2•mbitsnbites•27m ago•0 comments

Brunost: The Nynorsk Programming Language

https://lindbakk.com/blog/introducing-brunost
2•atomfinger•27m ago•0 comments

Péter Magyar: Hungary's next leader energised voters but is 'dark horse'

https://www.theguardian.com/world/2026/apr/12/peter-magyar-hungary-next-leader-profile
2•mooreds•29m ago•0 comments

Misanthropic

https://privatebank.jpmorgan.com/nam/en/o/eotm/misanthropic
3•baddash•29m ago•0 comments

New credit card will tap into borrowers' fossil-fuel rights

https://www.americanbanker.com/news/new-credit-card-will-tap-into-borrowers-fossil-fuel-rights
1•petethomas•30m ago•0 comments

New Player Control for YouTube

https://chromewebstore.google.com/detail/accent-converter-for-yout/lnmbdamplioghdakbfnbbofeipjlbgpk
1•astipili•31m ago•0 comments

The Age of Dinosaurs

https://longreads.com/2026/03/31/age-of-dinosaurs-parenting-history-museum/
2•mooreds•31m ago•0 comments

AI ran into the cold hard reality of the legal profession

https://www.theregister.com/2026/04/13/ai_attorneys/
4•blackcoffeerain•34m ago•2 comments

Laundry folding floor lamp for $1500

https://syncere.com/product
1•ageofattention•34m ago•0 comments

Building a Web Page That Edits Itself

https://www.patrickweaver.net/blog/one-pager-self-editing-html/
1•evakhoury•34m ago•0 comments