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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Ask HN: Best file format for AI reports output?

1•azkalam•28s ago•0 comments

A distributed queue in a single JSON file on object storage

https://turbopuffer.com/blog/object-storage-queue
2•Sirupsen•33s ago•0 comments

Show HN: Go Implementation of Systemd Time

https://gitlab.com/allddd/go-systemd-time
1•allddd•1m ago•0 comments

Joseph Weizenbaum's Hackerkritik

https://sdf.org/~pkal/src+etc/hacker-kritik.html
1•pkal•4m ago•0 comments

Relooted, a game where you take back stolen African artifacts from museums

https://www.theguardian.com/games/2026/feb/21/south-african-video-game-artefacts-western-museums
1•atombender•9m ago•0 comments

'Psychological torture': Spanish tenants fight back against housing 'harassment'

https://www.theguardian.com/world/2026/feb/21/spanish-tenants-fight-back-against-housing-harassme...
1•Geekette•10m ago•0 comments

Launch of Dozy

https://www.dozy.site/
1•david-kelen•10m ago•1 comments

Moltbook-CLI – crates.io: Rust Package Registry

https://crates.io/crates/moltbook-cli
1•kelexine•18m ago•0 comments

Show HN: RealDeed PropPass – Own Indian Real Estate Digitally from INR 10k

https://realdeed.in/
1•oxfpr555•19m ago•0 comments

Google Is Exploring Ways to Use Its Financial Might to Take on Nvidia

https://www.wsj.com/tech/ai/google-is-exploring-ways-to-use-its-financial-might-to-take-on-nvidia...
2•JumpCrisscross•21m ago•0 comments

Lindenmayer Systems

https://justinpombrio.net/2026/02/16/l-systems.html
1•birdculture•24m ago•0 comments

Baby chick study challenges a theory of how humans evolved language

https://www.scientificamerican.com/article/baby-chicks-pass-the-bouba-kiki-test-challenging-a-the...
1•atombender•27m ago•0 comments

Search and analyze documents from the DOJ Epstein Files release with local LLM

https://github.com/artmedlar/epstein-files-analyzer
2•edward•27m ago•0 comments

Searching for Birds

https://SearchingForBirds.VisualCinnamon.com/
1•the-mitr•30m ago•0 comments

Opening Day at the Maternal Center of Excellence

https://pihsierraleone.org/news/opening-day-maternal-center-excellence
1•boriskourt•30m ago•0 comments

Show HN: Tastefinder – swipe-based movie and TV recommendations

https://tastefinder.io/
1•tastefinder_io•34m ago•0 comments

Andrej Karpathy talks about "Claws"

https://simonwillison.net/2026/Feb/21/claws/
37•helloplanets•38m ago•25 comments

Building Modern Databases with the FDAP Stack

https://gotopia.tech/articles/412/building-modern-databases-with-the-fdap-stack
1•mpweiher•38m ago•0 comments

Biases in the Blind Spot: Detecting What LLMs Fail to Mention

https://arxiv.org/abs/2602.10117
2•mpweiher•39m ago•0 comments

Show HN: Beadhub.ai – Real time coord for coding agents across different minders

https://beadhub.ai
1•juanre•39m ago•0 comments

Show HN: Cmcp – Aggregate all your MCP servers behind 2 tools

https://github.com/assimelha/cmcp
1•aceelric•40m ago•0 comments

South-Pointing Chariot

https://en.wikipedia.org/wiki/South-pointing_chariot
2•_Microft•44m ago•0 comments

Show HN: Real-time messaging between Claude instances

https://github.com/yakub268/claude-multi-agent-bridge
1•108yak•45m ago•0 comments

OpenClaw and the Right Level of Automation

https://askmike.org/articles/openclaw-and-the-right-level-of-automation/
1•askmike•47m ago•0 comments

Claude Code CLI burns ~1-3% of your quota on startup (even with NO prompts)

https://old.reddit.com/r/ClaudeCode/comments/1qazqq6/confirmed_claude_code_cli_burns_13_of_your_q...
2•behnamoh•48m ago•1 comments

Instant AI Response

https://chatjimmy.ai/
1•hochmartinez•50m ago•0 comments

Konform Browser

https://codeberg.org/konform-browser/source
1•pamcake•55m ago•0 comments

Red Blood Cells Serve as a Primary Glucose Sink to Improve Glucose Tolerance

https://www.biorxiv.org/content/10.1101/2025.04.24.650365v1
2•janandonly•1h ago•0 comments

Flycast WASM – Sega Dreamcast Emulation in the Browser via WebAssembly

https://github.com/nasomers/flycast-wasm
1•XzetaU8•1h ago•0 comments

Diode – Build, program, and simulate hardware in the browser

https://www.withdiode.com/
1•tzury•1h ago•0 comments