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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

Swival is the AI agent I wanted

https://00f.net/2026/04/13/swival-ai-agent/
1•jedisct1•4m ago•0 comments

Checkpoints, Write Storms, and You

https://www.pgedge.com/blog/checkpoints-write-storms-and-you
1•tanelpoder•6m ago•0 comments

Zero Autovacuum_cost_delay, Write Storms, and You

https://ardentperf.com/2026/04/12/zero-autovacuum_cost_delay-write-storms-and-you/
1•tanelpoder•7m ago•0 comments

Our World by Agents

https://ourworldbyagents.com/
1•droidjj•7m ago•0 comments

Online courses, supply and demand, and academic integrity

https://eighteenthelephant.com/2026/04/13/online-courses-supply-and-demand-and-academic-integrity/
1•apwheele•8m ago•0 comments

AI could be the end of the digital wave, not the next big thing

https://thenextwavefutures.wordpress.com/2026/04/07/ai-end-digital-wave-technology-innovation-perez/
3•surprisetalk•11m ago•0 comments

You Do Need to Understand Mythos [video]

https://www.youtube.com/watch?v=V6pgZKVcKpw
1•surprisetalk•11m ago•0 comments

I went to America's worst national parks so you don't have to

https://substack.com/home/post/p-193626949
2•surprisetalk•11m ago•0 comments

中文 Literacy Speedrun II: Character Cyclotron

https://blog.kevinzwu.com/character-cyclotron/
2•surprisetalk•12m ago•0 comments

Cydintosh Turns Your Cheap Yellow Display into a Macintosh Plus

https://www.hackster.io/news/cydintosh-turns-your-cheap-yellow-display-into-a-macintosh-plus-and-...
1•benguild•12m ago•0 comments

I learned something about GPUs today

https://foon.uk/blackshift-sand-bug/
1•rogual•12m ago•2 comments

Built my AI agent a custom dashboard. Then replaced it with Fizzy

https://thoughts.jock.pl/p/wizboard-fizzy-ai-agent-interface-pivot-2026
1•joozio•12m ago•0 comments

Show HN: The Infinite Tolkien – endless narration of Middle-earth

http://infinitetolkien.com/
2•Jarlakxen•16m ago•0 comments

The Affordable Car Is Dead. What Happened?

https://www.nytimes.com/interactive/2026/04/13/opinion/affordable-car-cost.html
2•JKCalhoun•16m ago•0 comments

Show HN: Turn your favorite YouTube channels into a streaming experience

https://minitube.tv
2•renatoworks•19m ago•3 comments

Cursor Agent is Anthropic's Claude Code SDK running behind a local HTTP proxy

https://gist.github.com/jasonkneen/4c065df2d7a95610e4fd30c3e3398b17
1•freely0085•20m ago•0 comments

The hottest college major [Computer Science] hit a wall. What happened?

https://www.washingtonpost.com/technology/2026/04/13/computer-science-major-ai/
1•1vuio0pswjnm7•20m ago•0 comments

DuckLake v1.0

https://ducklake.select/2026/04/13/ducklake-10/
1•henrikhorluck•22m ago•0 comments

Trade for belief-based use drives hooded vultures to near-extinction in Benin

https://news.mongabay.com/2026/03/staggering-trade-for-belief-based-use-drives-hooded-vultures-to...
2•PaulHoule•23m ago•0 comments

Nuclear Salt-Water Rocket

https://en.wikipedia.org/wiki/Nuclear_salt-water_rocket
2•radeeyate•24m ago•0 comments

Microsoft begins removing Copilot from Notepad on Windows 11 but the AI persists

https://www.windowscentral.com/microsoft/windows-11/microsoft-finally-begins-removing-copilot-fro...
3•latexr•25m ago•0 comments

Do MCPs improve coding agent performance?

https://marginlab.ai/blog/do-mcps-improve-coding-agents-part-1/
6•jbatmargin•28m ago•0 comments

Servo is now available on crates.io

https://servo.org/blog/2026/04/13/servo-0.1.0-release/
2•ffin•28m ago•0 comments

Show HN: Formal – LLM-driven property checker, backed by Lean 4 and Mathlib

https://github.com/yamafaktory/formal
1•yamafaktory•29m ago•0 comments

EU and US near critical minerals deal to combat Chinese control

https://www.reuters.com/world/china/eu-us-near-critical-minerals-deal-combat-chinese-control-bloo...
2•giuliomagnifico•30m ago•0 comments

That Time Is Gone

https://marcobambini.substack.com/p/that-time-is-gone
1•marcobambini•31m ago•0 comments

Direct hardware capture of our GTA3 port running on the Dreamcast

https://twitter.com/falco_girgis/status/2043379700794327492
1•bpierre•32m ago•0 comments

How Netflix Uses Java (2026 Edition) [video]

https://www.youtube.com/watch?v=ucJTPda_zx0
1•jonbaer•32m ago•0 comments

Apple's AI chief John Giannandrea to exit next week

https://www.msn.com/en-in/money/general/apple-s-ai-chief-john-giannandrea-to-exit-next-week/ar-AA...
1•totalmarkdown•33m ago•0 comments

Show HN: Turn your cat into a Cubism Cat via an app

https://cubismcat.damjanski.com/
4•whatifbelief•33m ago•4 comments