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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

APS: Open specification for AI agent policies

https://agentpolicyspecification.github.io
1•pascalwilbrink•52s ago•1 comments

Show HN: AI writes the code, but who answers in the interview?

https://sharpskill.dev/en
1•GiornoJojo•1m ago•0 comments

Amazon pulled Kindle update 5.19.3 a few days after release

https://old.reddit.com/r/kindle/comments/1s7lo50/5193_officially_back_to_5192_on_kindle_website/
1•seam_carver•2m ago•0 comments

OpenAI Valued at $852B After Completing $122B Round

https://www.bloomberg.com/news/articles/2026-03-31/openai-valued-at-852-billion-after-completing-...
1•matthieu_bl•2m ago•0 comments

Top Five (Wrong) Reasons You Don't Have Testers (2000)

https://www.joelonsoftware.com/2000/04/30/top-five-wrong-reasons-you-dont-have-testers/
2•Austin_Conlon•3m ago•0 comments

Codex Plugin for Claude Code

https://community.openai.com/t/introducing-codex-plugin-for-claude-code/1378186
1•grodriguez100•5m ago•0 comments

Show HN: Fixing Claude Code's amnesia with persistent memory

https://github.com/agynio/claude-map-reduce-memory
1•NBenkovich•8m ago•1 comments

OpenHarness – Composable TypeScript SDK for building powerful agent harnesses

https://www.open-harness.dev
2•MaxGfeller•8m ago•1 comments

How I Fixed My Headaches

https://chillphysicsenjoyer.substack.com/p/how-i-fixed-my-headaches
2•sebg•8m ago•0 comments

CLaudeCode Feed Keywords

https://github.com/chatgptprojects/claude-code/blob/642c7f944bbe5f7e57c05d756ab7fa7c9c5035cc/src/...
1•oriettaxx•9m ago•0 comments

Open Swarm, open source platform for running AI agents in parallel

https://github.com/openswarm-ai/openswarm
2•ciregenz10•13m ago•1 comments

A personal knowledge graph builder, applied to Bible study

https://www.bibletrace.com
2•vandervs•14m ago•1 comments

Which Countries Depend the Most on Persian Gulf Oil and Gas

https://www.nytimes.com/interactive/2026/03/23/business/energy-environment/oil-importers-middle-e...
2•speckx•14m ago•0 comments

Pidgin 3.0 Alpha 1 (2.95.0) has been released

https://discourse.imfreedom.org/t/pidgin-3-0-alpha-1-2-95-0-has-been-released/378
2•rw_grim•17m ago•0 comments

Sanity-checking ML metrics before trusting them

https://predictly.cloud
1•johndreynolds•18m ago•0 comments

America Got a Little More Religious. No, Really.

https://www.graphsaboutreligion.com/p/america-got-a-little-more-religious
2•sebg•18m ago•1 comments

Formal Verification in Any Language for Everybody

https://www.dev-log.me/formal_verification_in_any_language_for_everybody/
3•yannick-cw•19m ago•0 comments

Safe ways to do things in bash (2023)

https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md
1•gautamsomani•19m ago•0 comments

Every Package You Install Can Read Your Secrets

https://www.eliranturgeman.com/2026/03/28/supply-chain-attacks/
1•birdculture•19m ago•0 comments

ClaudeDown: Is Claude getting dumber, or is it just you?

https://claudedown.com
3•prabal97•21m ago•1 comments

Mercury Edit 2: Fastest next-edit prediction with a diffusion LLM (221ms)

https://www.inceptionlabs.ai/blog/introducing-mercury-edit-2
1•nathan-barry•24m ago•0 comments

Show HN: I vibe coded Zeitbook – create custom books from any idea

https://zeitbook.com/
2•makossa•24m ago•0 comments

Backstage Is Dead

https://autonomousengineering.substack.com/p/backstage-is-dead
2•krakenwake•25m ago•0 comments

Services: The New Software

https://sequoiacap.com/article/services-the-new-software/
3•handfuloflight•25m ago•0 comments

JSSE: A JavaScript Engine Built by an Agent

https://p.ocmatos.com/blog/jsse-a-javascript-engine-built-by-an-agent.html
5•tilt•25m ago•0 comments

The Reason We Do Everything

https://wggtb.substack.com/p/the-reason-we-do-everything
1•makaimc•25m ago•0 comments

Apple Obeyed Russia and Britain in the Same Week

https://www.sambent.com/apple-obeyed-russia-and-britain-in-the-same-week/
2•speckx•26m ago•0 comments

MacBook Neo Reviews

https://mjtsai.com/blog/2026/03/31/macbook-neo-reviews/
1•chmaynard•27m ago•0 comments

Made a toy systems programming language (tin)

https://github.com/Azer0s/tin
2•arisim•31m ago•1 comments

Show HN: Built a Google Chrome extension to give AI model information on hover

https://chromewebstore.google.com/detail/rival-lens/aienebdokeipjpldhnfaknpnpcmmgfml
1•nuancedev•31m ago•0 comments