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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

A playbook for the next century of progress

https://www.freethink.com/opinion/techno-humanist-manifesto-chapter-11
2•bryanrasmussen•8m ago•0 comments

Show HN: Bunny Inspector – Show your AI what to fix – in one click

https://inspector.bunnytech.app
1•iosifnicolae2•9m ago•0 comments

Peer Pressure Works on AI Too

https://www.robkopel.me/field-notes/peer-pressure/
1•umanghere•10m ago•1 comments

AOMedia Open Audio Codec "OAC" Aims to Be the Successor to Opus

https://www.phoronix.com/news/AOMedia-OAC-Open-Audio-Codec
3•breve•11m ago•0 comments

Claude Code Remote Control

https://twitter.com/claudeai/status/2026418433911603668
2•mdrachuk•11m ago•2 comments

INSIDE 2016

https://www.entertainmentbreakdown.com/playdeads-inside-10-years-anniversary-review-e31381c806bf
1•raynchad•13m ago•0 comments

The Manifold of Breakfast Has Gaps

https://moultano.wordpress.com/2026/02/22/the-hunt-for-dark-breakfast/
1•moultano•13m ago•0 comments

Hacking Claude Code remote: escaping YOLO-mode sandboxing

https://www.noahlebovic.com/hacking-claude-code-on-the-web-breaking-yolo-mode-sandboxing/
3•lebovic•14m ago•0 comments

Claude Cowork starts rolling out scheduled tasks

https://old.reddit.com/r/ClaudeAI/comments/1re1ncv/did_anyone_else_notice_cowork_now_has_scheduled/
1•mdrachuk•15m ago•1 comments

Tell HN: Planning to end my life today

2•throwawayxdsds•16m ago•1 comments

Obsessed with Terminology

https://faidi.tech/posts/terminology/
1•ghassenfaidi•19m ago•0 comments

Show HN: Roundsman – stupid-simple CLI to run Claude across many projects

https://github.com/tsortwehttam/roundsman
1•matthewtoast•20m ago•0 comments

AI Rage: Why it happens and what to do about it

https://github.com/chrhartm/ai-rage/blob/main/README.md
2•christoph123•20m ago•0 comments

OpenClaw deletes Summer Yue's emails

https://twitter.com/summeryue0/status/2025774069124399363
2•teekert•22m ago•0 comments

Last Year of Terraform

https://encore.dev/blog/last-year-of-terraform
6•eandre•25m ago•2 comments

The Emancipated Codebase: Why AI Just Fired Its 1970s Babysitter

https://the-mind-of-ai.com/posts/emancipated-teenager/
1•agentic-wiki•26m ago•1 comments

Nano Banana 2 is real!Gemini 3.1 Flash Image just appeared in Vertex AI Catalog

1•zaaaaooo•26m ago•0 comments

"Affordances," a science-fiction story by Cory Doctorow about algorithmic bias

https://slate.com/technology/2019/10/affordances-cory-doctorow-sf-story-algorithmic-bias-facial-r...
1•rbanffy•28m ago•0 comments

Show HN: SnapSift – Find near-duplicate photos on your iPhone

https://snapsift.app/
1•anhphong•28m ago•1 comments

AI Coding Agents Modify Code

https://arxiv.org/abs/2601.17581
2•nkko•30m ago•0 comments

Show HN: Hour Cap – From timer to Xero invoice in one click

https://hourcap.com
2•jonobird1•30m ago•0 comments

What breaks when AI agent frameworks are forced into <1MB RAM and sub-ms startup

3•NULLCLAW•30m ago•2 comments

Best MCP Servers for Knowledge Bases

https://desktopcommander.app/blog/best-mcp-servers-for-knowledge-bases-in-2026/
1•rafaepta•32m ago•0 comments

Goblin Supermarket – Closing Time

https://medium.com/luminasticity/goblin-supermarket-part-iii-fb58504d3dd7
1•bryanrasmussen•32m ago•0 comments

Designed for Two: The Co-Op Philosophy of Josef Fares

https://www.brothers-in-gaming.com/post/designed-for-two
2•vinnyita•34m ago•1 comments

Show HN: A human-curated, CLI-driven Context Layer for AI agents

https://ctxlayer.dev/
2•anatoliikmt•35m ago•0 comments

Part II. SCM as a database for the code

https://replicated.wiki/blog/partII.html
2•gritzko•37m ago•0 comments

Show HN: MCP-enabled file storage for AI agents, auth via Ethereum wallet

https://service.c33b.org/
2•womd•37m ago•0 comments

The "Electron-ification" of Windows is killing my Surface Book 2

https://old.reddit.com/r/Windows11/comments/1r5bkl1/the_electronification_of_windows_is_killing_my/
6•thunderstruck•39m ago•1 comments

Building Aira: a calm anime tracker for myself

https://blog.kulman.sk/building-aira/
2•ig0r0•40m ago•0 comments