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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

The Identity Underground Annual Pulse 2026

https://www.theidentityunderground.com/annual-pulse-2026
1•mooreds•1m ago•0 comments

Science Communication and the Hype Machine

https://cognitivewonderland.substack.com/p/science-communication-and-the-hype
1•goekjclo•1m ago•1 comments

Trump admin makes sweeping request for medical records of federal workers

https://arstechnica.com/health/2026/04/trump-admin-seeks-medical-records-of-federal-workers-for-v...
1•voxadam•2m ago•0 comments

Show HN: Nheengatu – CLI tool to simplify books to your language level with LLMs

https://github.com/pdrgds/nheengatu
1•pdrgds•2m ago•0 comments

Programming language designed for LLMs to write, not humans

https://veralang.dev/
1•x591•2m ago•0 comments

SQLite Release 3.53.0

https://sqlite.org/releaselog/3_53_0.html
1•yread•3m ago•1 comments

Flexible I/O for Database Management Systems with XNVMe

https://danglingpointers.substack.com/p/flexible-io-for-database-management
1•blakepelton•3m ago•0 comments

The Moon is on Google Maps–did Artemis II tell us anything new?

https://arstechnica.com/space/2026/04/the-moon-is-already-on-google-maps-did-artemis-ii-really-te...
1•voxadam•3m ago•0 comments

simdjson: Parsing gigabytes of JSON per second

https://github.com/simdjson/simdjson
1•tosh•4m ago•0 comments

Show HN: Captcha to detect bots with a simple question

https://joshryandavis.github.io/dumb-captcha/
1•joshryandavis•4m ago•0 comments

Show HN: I built a 2006 twttr clone with no replies, likes, or algorithms

https://scrollr.net
2•koubaki•4m ago•0 comments

The HTML Review is an annual journal of literature made to exist on the web

https://thehtml.review/05/
1•bookofjoe•5m ago•1 comments

Betterbird. Simply Better

https://www.betterbird.eu
1•antsar•8m ago•0 comments

Free Amazon PDF Invoice to Excel

https://amazoninvoicetoexcel.com/
1•bigCourage•10m ago•0 comments

CDK before BlackSuit: 90 signals on what $5.8B in acquisition debt looked like

https://counterpartywatch.substack.com/p/cdk-attack-inside-the-portfolio-company
3•kseniamorph•10m ago•1 comments

Gemma 4 Fine-Tuning Guide

https://unsloth.ai/docs/models/gemma-4/train
1•danielhanchen•10m ago•0 comments

Token Spend Is Not a Productivity Metric

https://simdecisions.com/blog/token-burn-trap
1•daaaave-atx•10m ago•1 comments

Securing Hex, the Backbone of the Elixir Ecosystem

https://paraxial.io/blog/hex-pentest
1•realcorvus•11m ago•0 comments

A productivity-first Dynamic Island for macOS, built with zero dependencies

https://getseam.app
1•upsys•12m ago•0 comments

FBI Extracted Deleted Signal Messages Saved in iPhone Notification Database

https://www.404media.co/fbi-extracts-suspects-deleted-signal-messages-saved-in-iphone-notificatio...
3•bjord•12m ago•2 comments

Max severity Flowise RCE vulnerability now exploited in attacks

https://www.bleepingcomputer.com/news/security/max-severity-flowise-rce-vulnerability-now-exploit...
1•andreadev•12m ago•0 comments

PtrHash: Minimal Perfect Hashing at RAM Throughput

https://curiouscoding.nl/posts/ptrhash/
1•tosh•12m ago•0 comments

AI Label

https://ai-label.org/
1•tarball•13m ago•0 comments

Y'all, You'uns, Yinz, Youse: How Regional Dialects Are Fixing Standard English

https://www.atlasobscura.com/articles/yall-youuns-yinz-youse-how-regional-dialects-are-fixing-sta...
2•gibspaulding•13m ago•0 comments

Zephyr Energy loses £700K in cyber hit that rerouted contractor payment

https://www.theregister.com/2026/04/09/zephyr_energy_cyberattack/
2•Brajeshwar•14m ago•0 comments

The Future of Everything Is Lies, I Guess: Culture

https://aphyr.com/posts/413-the-future-of-everything-is-lies-i-guess-culture
1•aphyr•15m ago•0 comments

Exploring Mythos: The AI Model Anthropic Won't Release

https://medium.com/seeds-for-the-future/mythos-the-ai-model-thats-too-good-for-you-7bed3930587f
2•hungryclaw•15m ago•0 comments

Show HN: MobileCodeAI – Professional AI code editor for iPhone

https://mobilecode.ai
1•sergio_dev•16m ago•1 comments

After 40 Years New Mario Glitch Discovered [video]

https://www.youtube.com/watch?v=bNulp6cDqUU
1•empath75•17m ago•1 comments

White-Collar Workers Are Rebelling Against AI – 80% Refuse Adoption Mandates

https://fortune.com/2026/04/09/ai-backlash-quiet-quitting-fobo-obsolete-white-collar-rebellion/
3•sarimkx•17m ago•1 comments