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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Neovide Cursors for Ghostty

https://github.com/sahaj-b/ghostty-cursor-shaders
1•surrTurr•1m ago•0 comments

"Ed is the standard text editor." (1991)

https://www.gnu.org/fun/jokes/ed-msg.html
1•archargelod•2m ago•0 comments

Chiplets Get Physical: The Days of Mix-and-Match Silicon Draw Nigh

https://www.eejournal.com/article/chiplets-get-physical-the-days-of-mix-and-match-silicon-draw-nigh/
1•transpute•4m ago•0 comments

Show HN: Built Vokab: a vocabulary learning app built with SwiftUI

https://vokab.net
1•meszmate•4m ago•0 comments

Elon Musk X's is lauching Crypto and Stock Trading using smart cash tags

https://cryip.co/elon-musks-x-to-enable-crypto-and-stock-trading-with-smart-cashtags/
1•deskithere•8m ago•0 comments

Informational inequivalence quantum computing is using a different format?

1•CreativeLabsRo•9m ago•0 comments

Moss-kernel: Rust Linux-compatible kernel

https://github.com/hexagonal-sun/moss-kernel
1•birdculture•10m ago•0 comments

Globs – a bigger, more forgiving version of Connections

https://threeemojis.com/en-US/play/globs
2•knuckleheads•12m ago•0 comments

Handsome at Any Cost

https://www.nytimes.com/2026/02/13/style/clavicular-looksmaxxing-braden-peters.html
1•mellosouls•16m ago•1 comments

Show HN: Klimly – multi-model weather with uncertainty and activity insights

https://klimly.com
2•ailibrarian•18m ago•0 comments

4chan for Clankers

https://www.4claw.org
2•kekqqq•24m ago•0 comments

Vector Database Migration

1•dev_agileforce•29m ago•0 comments

Firstproof_oai [pdf]

https://cdn.openai.com/pdf/a430f16e-08c6-49c7-9ed0-ce5368b71d3c/1stproof_oai.pdf
1•yusufozkan•34m ago•0 comments

Seed2.0 Model Card [pdf]

https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%...
1•whwhyb•37m ago•0 comments

Taste for Makers

https://paulgraham.com/taste.html
1•tosh•38m ago•0 comments

Markdown Notes for VS Code

1•Elharis•48m ago•0 comments

LLMs are going to print money on Roblox

https://github.com/paralov/app-bloxbot-ai
1•CipherBolt•55m ago•1 comments

Windows: Prefer the Native API over Win32

https://codeberg.org/ziglang/zig/issues/31131
1•nikbackm•55m ago•0 comments

ClickHouse Agentic Data Stack

https://www.youtube.com/watch?v=ubQOsCfjMTI
1•benjaminwootton•59m ago•1 comments

Show HN: Letter Flow a Word Game with Liquid Glass Design

https://apps.apple.com/us/app/letter-flow-word-puzzle-game/id6753643265
1•suryanshJ•1h ago•0 comments

Show HN: Drink Now: Water Reminder App

https://apps.apple.com/us/app/drink-now-water-reminder-app/id6758991291?mt=12
1•suryanshJ•1h ago•1 comments

PowerFox Web Browser - A brand new browser for PowerPC Macs

https://forums.macrumors.com/threads/powerfox-web-browser-a-brand-new-browser-for-powerpc-beta.24...
1•Matias314•1h ago•0 comments

I'm 15 and built a full workspace app in 4 months – now selling the codebase

https://www.sideprojectors.com/project/73595/spaco-a-spatial-workspace-urgent-sale-open-to-offers
1•GavinRatta•1h ago•1 comments

Show HN: AI Station Navigator – LLM=CPU, Agents=Processes, Skills=Apps

https://github.com/canishowtime/ai-station-navigator
2•mazilin•1h ago•0 comments

colorForth Tokens (2022) [video]

https://www.youtube.com/watch?v=zl5IEpUBxfc
1•tosh•1h ago•0 comments

The bagel shop saving money and emissions with plug-in batteries

https://www.theguardian.com/environment/2026/feb/12/bagel-shop-saving-money-emissions-plug-in-bat...
1•thunderbong•1h ago•0 comments

Show HN: Mool (Loom clone). Free, offline-only, no signup

https://mool.fly.dev/
3•william-cohen•1h ago•0 comments

Ask HN: Stripe is asking for bank statements to check financial health

2•kinj28•1h ago•0 comments

Rcarmo/go-te: A terminal emulation library for Go

https://github.com/rcarmo/go-te
1•rcarmo•1h ago•0 comments

Decision Guardian: Enforce ADRs in PRs Using Regex and JSONPath

4•iamalizaidi•1h ago•0 comments