Cost-effective alternatives to MiniMax and OpenAI: DeepSeek V3.2, Qwen 3.5, and Kimi K2.5 evaluated for value, capabilities, and data residency.
Authored by: El Capitano. S. RobinsonREAD DOC — ALTERNATIVE MID-TIER CLOUD LLM PROVIDERS
AI
Everything in the Alpaca Mango archives filed under #ai.
What the chat subscriptions cover, what the developer platforms bill for, and which one to pick.
Authored by: El Capitano. S. RobinsonREAD DOC — Claude and OpenAI: why your subscription does not include API credits
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
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 DEFINITION