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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 System of Context for Production AI

https://www.mezmo.com/aura
1•pranay01•2m ago•0 comments

Nev – keyboard focused GUI and terminal text editor

https://github.com/Nimaoth/Nev
1•archargelod•5m ago•0 comments

I used to generically engineer plants to increase yield,now I sell garlic online

https://Demeterfamilyfarm.com
1•Hilliard_Ohiooo•6m ago•0 comments

XOXO Festival Archive

https://xoxofest.com/
1•surprisetalk•10m ago•0 comments

Introducing Data Exports

https://socket.dev/blog/introducing-data-exports
1•ilreb•16m ago•0 comments

Show HN: RustNmap

1•greatwallisme•17m ago•0 comments

These are the countries moving to ban social media for children

https://techcrunch.com/2026/04/23/social-media-ban-children-countries-list/
1•evo_9•22m ago•0 comments

AI agent designs a complete RISC-V CPU from 219-word spec sheet in just 12 hours

https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-agent-designs-a-complete-ri...
2•maxloh•23m ago•0 comments

Fancy-Regex 0.18.0 Release

https://github.com/fancy-regex/fancy-regex/releases/tag/0.18.0
1•indentit•24m ago•1 comments

Why I Write (1946)

https://www.orwellfoundation.com/the-orwell-foundation/orwell/essays-and-other-works/why-i-write/
6•RyanShook•24m ago•0 comments

Vibe Check: GPT-5.5 Has It All

https://every.to/vibe-check/gpt-5-5
1•swolpers•26m ago•0 comments

Cert-Checker

https://github.com/mrtoadie/go-check-cert
1•ashitlerferad•29m ago•0 comments

A Eulogy for Vim

https://drewdevault.com/blog/Forking-vim/
2•signa11•29m ago•1 comments

Short and Long-Term Consequences of Intra-Household Disease Spread [pdf]

https://www.nber.org/system/files/working_papers/w29524/w29524.pdf
1•alphabetatango•34m ago•0 comments

Project Omni

https://github.com/misaeldasilva123ms96-commits/Projeto-Omni
1•zaydenrivas•38m ago•0 comments

Too much noise with AI startups

1•xtannotnoise•38m ago•0 comments

Apple Changes Prongs on MacBook Chargers; Breaks Compatibility

https://discussions.apple.com/thread/256262949?sortBy=rank
1•gardnr•38m ago•1 comments

Show HN: Trustless Campaigns – Gecko transforms brand-creator deals

https://www.geckovision.tech
1•ernanibmurtinho•39m ago•0 comments

A flood of useful security reports

https://lwn.net/Articles/1066581/
1•signa11•41m ago•0 comments

Show HN: Sprite sheets from prompts (Codex skill)

https://github.com/0x0funky/agent-sprite-forge
1•super135799•41m ago•0 comments

The George Business, by Roger Zelazny (1980)

https://www.eternal-flame.org/library/oldlibrary/georgebusiness.html
1•xeonmc•42m ago•0 comments

Canonical Releases Ubuntu 26.04 LTS Resolute Raccoon

https://ubuntu.com//blog/canonical-releases-ubuntu-26-04-lts-resolute-raccoon
2•jruohonen•43m ago•1 comments

Ireland must recuse itself from EU Presidency digital files

https://www.iccl.ie/press-release/ireland-recuse-eu-presidency-digital-files-enforce/
1•jruohonen•46m ago•2 comments

How Hard Is It to Open a File?

https://blog.sebastianwick.net/posts/how-hard-is-it-to-open-a-file/
1•ffin•49m ago•0 comments

US climate sees decline in both hot and cold extreme temperatures since 1899

https://phys.org/news/2026-04-climate-decline-hot-cold-extreme.html
1•plun9•52m ago•1 comments

Mojo language, any hardware. Systems-level performance. Pythonic syntax

https://www.modular.com/open-source/mojo
1•KnuthIsGod•52m ago•0 comments

Agyn: A Multi-Agent System for Team-Based Autonomous Software Engineering

https://arxiv.org/abs/2602.01465
1•wek•53m ago•0 comments

Bret Taylor's Sierra Buys YC-Backed AI Startup Fragment

https://techcrunch.com/2026/04/23/bret-taylors-sierra-buys-yc-backed-ai-startup-fragment/
1•zachdotai•57m ago•0 comments

Light-activated material offers new approach to carbon dioxide conversion

https://phys.org/news/2026-03-material-approach-carbon-dioxide-conversion.html
1•PaulHoule•58m ago•0 comments

Prompt engineering is dead, but Claude still tries

https://blog.exe.dev/prompt-engineering-is-dead
1•vinipolicena•58m ago•0 comments