The tech industry has discovered that normal people do not wake up wanting 14 SDKs, 9 YAML files, six agents and an orchestration framework!
Authored by: Alpaca MangoREAD DOC — AI Agents Discover Humans Exist 🤖😂 | Obvious Colin
AI
Everything in the Alpaca Mango archives filed under #ai.
Every agent framework claims to do the same thing, and none of them do. This is a map of what each one is actually for — sorted by the shape of your problem, not by the vendor's pitch.
Authored by: Alpaca MangoREAD DOC — AI AGENT FRAMEWORKS COMPARED: HOW TO CHOOSEMCP turns the N-by-M integration problem into N plus M. Write a server once and any client that speaks the protocol can use your tools — which is why it spread so quickly.
Authored by: Alpaca MangoREAD DOC — WHAT IS MCP (MODEL CONTEXT PROTOCOL)?
A definition narrow enough to be useful: a model that decides its own next action, in a loop, against real tools. If the sequence is fixed, it is a pipeline — and that is usually better.
Authored by: Alpaca MangoREAD DOC — WHAT IS AN AI AGENT? A WORKING DEFINITIONIf you are building an AI feature into a TypeScript web application, these are the two obvious candidates — and they were designed for quite different jobs.
Authored by: Alpaca MangoREAD DOC — VERCEL AI SDK VS LANGCHAIN FOR TYPESCRIPT
OpenAI's own agent framework is notable for how little it does. Four concepts, a short learning curve, and a very direct relationship with one provider.
Authored by: Alpaca MangoREAD DOC — THE OPENAI AGENTS SDK, EXPLAINED