Posts tagged with #ai tools

AI Plans vs AI Agents: When You Need Control, Not Autonomy

AI agents are powerful when the path to an answer is unknown. But for repeatable AI workflow automation - a research report, a code review, a competitive brief - agents fail in practice due to non-deterministic output, retry loops, and unpredictable costs. This post explains the difference between agents and deterministic AI Plans, when to use each, and why Plans are the better default for structured professional work.

How to Connect AI to Real-World Tools with MCP in Askimo Desktop

MCP (Model Context Protocol) lets your AI do real things, not just answer questions. Connect Askimo Desktop to GitHub, databases, local files, web search, and any API via Stdio or HTTP. Secrets stay in your OS keychain. Works with Claude, GPT, Gemini, and local Ollama models.