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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

Tell HN: Reddit Seems to Be Down

1•forlorn•1m ago•0 comments

The Edwardian builder who had changed how we keep time

https://www.bbc.com/news/articles/cd9vxg95ze2o
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Scientists identify 'neural fingerprint' of psychedelic drugs in the brain

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1•tmnvix•2m ago•0 comments

Refactoring Untested Code

https://yusufaytas.com/refactoring-untested-code/
3•kakerane•2m ago•0 comments

Open AI to give up to $100k and up to $1M in API credits

https://openai.com/index/industrial-policy-for-the-intelligence-age/
2•ageofattention•7m ago•0 comments

Poolside hunts data centre partners after CoreWeave deal falls through

https://www.ft.com/content/24168508-e2a1-447d-b1a0-44a0be0c0550
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Building an AI Companion with Perfect Memory

https://cortexdb.ai/blog/building-ai-companion
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Dupes vs. Originals: CT Scans Reveal What's Inside

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Some Contemporary Heresies

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Isaac Asimov on 1984

https://redsails.org/asimov-on-1984/
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Netflix launches new gaming app for kids called Netflix Playground

https://www.latimes.com/entertainment-arts/business/story/2026-04-06/netflix-playground-expands-f...
1•andsoitis•12m ago•0 comments

Pacific West (Reno, NV or Remote) – Systems / Software Architect (Exploratory)

https://pacificwestcompanies.com/
1•philhow•13m ago•1 comments

No on-site doctor: Dental student died in ICU overseen by remote tele-health MD

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3•randycupertino•17m ago•1 comments

A local LAN radio station that gives you ambient audio awareness of your agents

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Londoners are sick of viral videos telling lies about their city

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2•pseudolus•19m ago•0 comments

The Cult of Vibe Coding Is Insane

https://bramcohen.com/p/the-cult-of-vibe-coding-is-insane
15•drob518•20m ago•0 comments

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Jaguar: We Will Be 'Exclusively Electric'

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2•randycupertino•21m ago•0 comments

China stands to benefit most from the war-driven energy crisis

https://www.washingtonpost.com/world/2026/04/06/iran-war-china-renewable-energy/
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Agent Retro: post-session retrospectives for coding agents

https://github.com/giannimassi/agent-retro
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Orca – moving beyond prompt-based agents

https://github.com/gfernandf/agent-skills
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Bored of Scrolling ChatGPT and Gemini

https://www.trydraft.app/
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AI helps add 10k more photos to OldNYC

https://www.danvk.org/2026/03/08/oldnyc-updates.html
3•evakhoury•26m ago•0 comments

The Sales Learning Curve (2006)

https://hbr.org/2006/07/the-sales-learning-curve
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https://www.theverge.com/ai-artificial-intelligence/906896/sunos-copyright-ai-music-covers
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Nvidia Pascal Turns 10

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Antibacterial properties of birch tar and its medicinal use in the Pleistocene

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The Legal and Policy Fallout from Data Center Strikes in the Middle East War

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VibeFocus – An open source portfolio manager for too many vibe-coded projects

https://vibefocus.ai
1•ericblue•31m ago•0 comments

Teardown of unreleased LG Rollable shows why rollable phones aren’t a thing

https://arstechnica.com/gadgets/2026/04/teardown-of-unreleased-lg-rollable-shows-why-rollable-pho...
1•LorenDB•31m ago•0 comments