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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

Kicking Off the ATP Working Group at the IETF

https://atproto.com/blog/kicking-off-the-atp-working-group
1•Kye•4m ago•0 comments

Design for the Roller Coaster

https://pointc.co/design-for-the-roller-coaster/
1•benwerd•4m ago•0 comments

Amazon to Apply 3.5% Fuel Surcharge to Third-Party Sellers

https://www.wsj.com/business/logistics/amazon-to-apply-3-5-fuel-surcharge-to-third-party-sellers-...
1•petethomas•8m ago•2 comments

Arthur Brooks on Reinvention, Religion, and the Science of Happiness

https://conversationswithtyler.com/episodes/arthur-brooks/
1•paulpauper•8m ago•0 comments

Half of social-science studies fail replication test in years-long project

https://www.nature.com/articles/d41586-026-00955-5
1•paulpauper•9m ago•0 comments

Ask HN: Not much interest in offline CPU LLMs that may kill SaaS?

1•adinhitlore•9m ago•0 comments

Why Doesn't Anybody Realize We're Going Back to the Moon?

https://www.theatlantic.com/science/2026/04/artemis-moon-launch-trump/686661/
3•paulpauper•12m ago•0 comments

iPhones orbit the Moon on Artemis II for astronaut photos

https://appleinsider.com/articles/26/04/02/iphones-are-going-to-the-moon-on-artemis-ii
2•alwillis•13m ago•1 comments

The IDE Is Dead. Long Live the ADE

https://lanes.sh/blog/the-ide-is-dead
4•s-xyz•15m ago•0 comments

QuickTime: The mad dash to build the future of multimedia

https://www.theverge.com/tech/902721/quicktime-history-apple
1•CharlesW•19m ago•0 comments

Denuvo has been broken, company promises countermeasures against new DRM bypass

https://www.tomshardware.com/video-games/pc-gaming/denuvo-has-been-broken-company-promises-counte...
1•LicenseSping•20m ago•1 comments

Company backed by Trump sons to sell interceptors to Gulf states being attacked

https://apnews.com/article/trump-sons-powerus-drone-interceptors-iran-missiles-1d8d858fdad5104a56...
3•petethomas•20m ago•0 comments

Show HN: Centel – Vibe Coding for Professionals

https://usecentel.com/
2•marcel-felix•21m ago•0 comments

NetWatch – terminal network diagnostics release 0.9.0

https://github.com/matthart1983/netwatch
1•matthart1983•21m ago•0 comments

First lab-grown T-Rex leather handbag unveiled in Amsterdam could fetch €575,000

https://nltimes.nl/2026/04/02/worlds-first-lab-grown-t-rex-leather-handbag-unveiled-amsterdam-fet...
3•CharlesW•21m ago•0 comments

rpg: A modern psql-compatible Postgres terminal and TUI written in Rust

https://github.com/NikolayS/rpg
1•tanelpoder•23m ago•0 comments

Specgetty

https://github.com/mipmip/specgetty
1•mipselaer•23m ago•1 comments

Memo: A language that remembers only the last 12 lines of code

https://danieltemkin.com/Esolangs/Memo/
4•notem•23m ago•0 comments

Blue Owl Investors Seek to Pull $5.4B from Two Private-Credit Funds

https://www.wsj.com/finance/investing/blue-owls-36-billion-private-credit-fund-hit-by-22-withdraw...
1•JumpCrisscross•24m ago•0 comments

Podroid: Run Linux Containers on Android

https://github.com/ExTV/Podroid
2•thunderbong•27m ago•0 comments

Knightcore · Living Dungeon – Autonomous Ecosystem Update

https://peacebinflow.itch.io/knightcore-pixel-monastery/devlog/1478391/knightcore-living-dungeon-...
2•PEACEBINFLOW•29m ago•0 comments

Proton Workspace: An encrypted suite for team collaboration

https://proton.me/business/blog/proton-workspace
7•teekert•31m ago•1 comments

Show HN: OpenVole – VoleNet Distributed AI Agent Networking

1•flabberghasted•31m ago•1 comments

Proton Meet, Talk in total privacy

https://meet.proton.me/
7•teekert•32m ago•0 comments

Show HN: A glitchy browser card game – does this feel playable?

https://play.latestage.app
1•harbinger-sec•33m ago•0 comments

Trump: "We're fighting wars. We can't take care of day care"

https://www.cnn.com/2026/04/02/politics/donald-trump-iran-war-daycare
4•dryarzeg•34m ago•3 comments

FDA Peptide Reclassification 2026: Which Peptides Are Coming Back

https://peptide-db.com/guides/fda-peptide-reclassification-2026
1•walterbell•35m ago•0 comments

I built an Open-source Gmail MCP server: multi-account support, read/write

https://github.com/navbuildz/gmail-mcp-server
2•navbuildz•40m ago•0 comments

CUDA Tile is the biggest GPU programming shift in 20 years

https://pub.towardsai.net/cuda-tile-gpu-programming-model-1a4bc93ae9b4
1•Aedelon•40m ago•0 comments

Do You Need to Tune Postgres Vacuum?

https://www.snowflake.com/en/engineering-blog/tuning-postgres-vacuum/
2•craigkerstiens•41m ago•0 comments