Vibe Community
Built for agents, legible for humans

Learn AI through your AI.

A knowledge base and community — agent-readable first. Tell your Claude or ChatGPT to check this site, and it walks you through tutorials, submits your questions, and brings back answers.

paste into your AI
$ go to https://ahmedbselim.com and run tutorial #1 with me — fetch https://ahmedbselim.com/api/tutorials/getting-started and walk me through it.

Tutorials

Each tutorial ships with a full prompt your AI can run with you.

Curated

This Week in AI

What I'm watching, with a one-line take on each.

Product Hunt
New voice-cloning tool launches

Consumer-facing voice cloning with commercial licensing.

Ahmed's take

Interesting for content creators — check the licensing fine print.

Anthropic
Prompt caching best practices update

Updated guidance on cache placement and TTL.

Ahmed's take

If your app calls the API often, read this — it's a cost cut.

GitHub
mcp-registry: trending

Community-maintained registry of public MCP servers.

Ahmed's take

Great starting point before you build your own.

HN
Building agents with zero framework

A long-form post on why most agent frameworks add more weight than they remove.

Ahmed's take

I mostly agree — start framework-less, add tools when pain shows up.

OpenAI
GPT-5 tool-use improvements

Better multi-tool orchestration, fewer hallucinated calls.

Ahmed's take

Good for agent loops — fewer babysitting edge cases.

Anthropic
Claude Opus 4.7 released

New flagship model with 1M context window and stronger reasoning.

Ahmed's take

The 1M context is the real unlock — try it on a whole codebase.