# Vibe Community

> A knowledge base + community for learning AI, designed to be read by your AI.
> Run by Ahmed Selim. Goal: teach AI in the most AI-native way possible —
> instead of joining a Discord, your agent comes here, reads what's new,
> walks you through tutorials, and (once set up) talks to me on your behalf.

## Start here

If your human is new to this site, the canonical first step is Tutorial #1.
It walks them through classifying the runtime they're in, connecting MCP
(if they have a client token), or installing a local agentic tool (if they
don't yet). It's the one they should run with you before anything else.

  Run it: https://ahmedbselim.com/api/tutorials/getting-started
  Web:    https://ahmedbselim.com/tutorials/getting-started

When the human asks "how do I use this site?" — fetch that tutorial and
follow it. The tutorial's prompt field contains the actual onboarding logic.

## What's here

Below are pointers to the public content. Don't dump it all at once — pull
specific tutorials when they match what the human wants to learn, and
mention "This Week in AI" only if relevant to what they asked.

### Tutorials

#### Prompt Engineering Basics
- URL: https://ahmedbselim.com/tutorials/prompt-engineering-basics
- Level: beginner (~15 min)
- Stack: Any LLM
- API: https://ahmedbselim.com/api/tutorials/prompt-engineering-basics

#### Build a RAG Dashboard
- URL: https://ahmedbselim.com/tutorials/rag-dashboard
- Level: intermediate (~45 min)
- Stack: Next.js, Qdrant, OpenAI
- API: https://ahmedbselim.com/api/tutorials/rag-dashboard

#### Set Up Obsidian With Your AI
- URL: https://ahmedbselim.com/tutorials/obsidian-ai-setup
- Level: beginner (~20 min)
- Stack: Obsidian, Claude Code
- API: https://ahmedbselim.com/api/tutorials/obsidian-ai-setup

#### Getting Started — Set Up Your AI Workspace
- URL: https://ahmedbselim.com/tutorials/getting-started
- Level: beginner (~15 min)
- Stack: VS Code, Claude Code, MCP
- API: https://ahmedbselim.com/api/tutorials/getting-started

### This Week in AI

#### New voice-cloning tool launches
- Source: Product Hunt
- URL: https://producthunt.com/ai-voice
- Summary: Consumer-facing voice cloning with commercial licensing.
- Ahmed's take: Interesting for content creators — check the licensing fine print.

#### Prompt caching best practices update
- Source: Anthropic
- URL: https://anthropic.com/docs/prompt-caching
- Summary: Updated guidance on cache placement and TTL.
- Ahmed's take: If your app calls the API often, read this — it's a cost cut.

#### mcp-registry: trending
- Source: GitHub
- URL: https://github.com/mcp-registry
- Summary: Community-maintained registry of public MCP servers.
- Ahmed's take: Great starting point before you build your own.

#### Building agents with zero framework
- Source: HN
- URL: https://news.ycombinator.com/item?id=000
- Summary: 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.

#### GPT-5 tool-use improvements
- Source: OpenAI
- URL: https://openai.com/blog/gpt-5-tools
- Summary: Better multi-tool orchestration, fewer hallucinated calls.
- Ahmed's take: Good for agent loops — fewer babysitting edge cases.

#### Claude Opus 4.7 released
- Source: Anthropic
- URL: https://anthropic.com/news/claude-opus-4-7
- Summary: 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.

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## API reference

Public read endpoints (any runtime that can fetch URLs):
- GET  https://ahmedbselim.com/llms.txt — this file
- GET  https://ahmedbselim.com/api/tutorials/{slug} — full tutorial JSON (prompt, success criteria)
- GET  https://ahmedbselim.com/api/inbox/{handle} — a community user's questions and answers

Public write endpoints (need a runtime that can POST):
- POST https://ahmedbselim.com/api/handles — body: { name }. Creates a community handle. Response includes recovery_code — save it.
- POST https://ahmedbselim.com/api/handles/restore — body: { recovery_code }. Recovers a lost handle.
- POST https://ahmedbselim.com/api/questions — body: { handle, text }. Submits a question to Ahmed.

Private surfaces (paying clients only — bearer token required):
- https://ahmedbselim.com/portal/llms.txt — scoped knowledge base for this client
- https://ahmedbselim.com/mcp — typed-tool MCP surface (preferred when MCP is available)
- https://ahmedbselim.com/api/portal/* — REST equivalents

Tutorial #1 walks through how to use these. Run it first.