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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

Punkt MC03 Smartphone

https://www.punkt.ch/products/mc03-premium-secure-smartphone
1•pentagrama•1m ago•0 comments

Regenerative Organic Agriculture and Reimagining the Food System

https://www.hbs.edu/environment/podcast/Pages/podcast-details.aspx?episode=8426237464
1•doener•1m ago•0 comments

Show HN: Resume Script for VLC

https://gist.github.com/hq6/3d1f291de5b808da7d545ed44d6fc82b
1•hq6•1m ago•0 comments

AutomationBench by Zapier

https://zapier.com/benchmarks
1•ofou•2m ago•0 comments

How to Use Git Worktrees with Claude Code

https://old.reddit.com/r/ClaudeAI/comments/1sqxpkv/how_to_use_git_worktrees_with_claude_code/
1•bgnm2000•3m ago•1 comments

Mobile phones to be banned in schools in England under new plans

https://www.theguardian.com/politics/2026/apr/20/mobile-phones-statutory-ban-schools-england-bill...
2•chrisjj•3m ago•0 comments

Show HN: Dunetrace – Runtime failure detection for AI agents

https://github.com/dunetrace/dunetrace
1•dunetrace•4m ago•1 comments

AI Alignment Is Impossible

https://www.persuasion.community/p/ai-alignment-is-impossible
1•cdrnsf•5m ago•0 comments

Π0.7: A Steerable Model with Emergent Capabilities

https://www.pi.website/blog/pi07
1•aanet•5m ago•1 comments

Kimi 2.6 vs. Opus 4.7 and Cabbages

https://techstackups.com/comparisons/kimi-2.6-vs-opus-4.7-and-cabbages/
1•ritzaco•5m ago•0 comments

Muon G-2 Experiment Pioneers Win Breakthrough Prize in Fundamental Physics

https://home.cern/news/press-release/cern/muon-g-2-experiment-pioneers-win-breakthrough-prize-fun...
1•nhatcher•9m ago•0 comments

What Are We Doing?

2•chcardoz•9m ago•0 comments

Fail2Drive: Benchmarking Closed-Loop Driving Generalization

https://simonger.github.io/fail2drive/
2•mxfh•11m ago•0 comments

Can you make a picture of a dog wearing a hat?

https://dispatchesfromthefuture.substack.com/p/can-you-make-a-picture-of-a-dog-wearing
2•skandergarroum•12m ago•1 comments

The world wants Chinese tech. China is determined to keep it

https://www.economist.com/china/2026/04/20/the-world-wants-chinese-tech-china-is-determined-to-ke...
2•andsoitis•14m ago•0 comments

Anduril, Palantir and SpaceX are changing how America wages war

https://www.economist.com/business/2026/04/20/anduril-palantir-and-spacex-are-changing-how-americ...
11•andsoitis•15m ago•1 comments

The Code-Adjacent Power of AI

https://danielabaron.me/blog/the-code-adjacent-power-of-ai/
1•speckx•15m ago•0 comments

Teaching Claude CAD skills. Onshape MCP and visual reasoning tools

https://reshef.io/a/20260420_onshape_mcp/
1•ReshefElisha•15m ago•1 comments

No more Opus for Copilot Pro plan users

https://github.blog/changelog/2026-04-20-changes-to-github-copilot-plans-for-individuals/
5•guilamu•17m ago•1 comments

Show HN: A document snapshot solution to counter backups with name "Final_final"

https://apps.microsoft.com/detail/9nsd7jd58g17?hl=en-US&gl=US
1•hideload•21m ago•0 comments

Humanoid Robot Shatters Human Half-Marathon Record to Make History

https://hothardware.com/news/humanoid-robot-shatters-human-half-marathon-record
1•axelfontaine•22m ago•0 comments

American Library Association releases list of the most challenged books of 2025

https://text.npr.org/nx-s1-5791617
2•everdrive•22m ago•0 comments

The glance, and song, that could define the Premier League title race

https://www.cnn.com/2026/04/20/sport/premier-league-manchester-city-arsenal-erling-haaland
1•mooreds•23m ago•0 comments

US Class Action Suit over BrowserGate

https://browsergate.eu/updates/us-class-action-suit-over-browsergate-filed/
3•speckx•23m ago•0 comments

Show HN: Clock-MCP, stop guessing the time in AI

https://crates.io/crates/clock-mcp
1•DavidCanHelp•24m ago•1 comments

We got 207 tok/s with Qwen3.5-27B on an RTX 3090

https://github.com/Luce-Org/lucebox-hub
3•GreenGames•24m ago•1 comments

After a 7.7-magnitude quake, Japan warns of slightly higher risk of a mega-quake

https://www.pbs.org/newshour/world/after-a-7-7-magnitude-quake-japan-warns-of-slightly-higher-ris...
2•mikhael•24m ago•0 comments

Personal AI Safety: The Default Settings Will Not Save You

https://personalaisafety.com/p/the-default-settings-will-not-save
3•lukaszkorecki•25m ago•0 comments

Pasta sauce wants to record your family

https://www.theverge.com/tech/913874/prego-connection-keeper-bundle-voice-recorder-storycorps
1•corvad•28m ago•1 comments

Everything is AI now – does this kill the excitment of software development?

4•sminchev•28m ago•8 comments