TOOLS

–

12 March 2026 20h51

longer writeup: https://
jngiam.bearblog.dev/mcps-clis-and-
skills-when-to-use-what/
…?

→ View original post on X — @langchain

Post-Cloud AI Infrastructure: Rebuilding the Agent Stack

By

@langchain

–

12 March 2026 20h48

What does post-cloud AI infrastructure actually look like? Our co-founder and CEO @hwchase17 sat down with the MAD Podcast at Daytona COMPUTE in SF to go deep on how the agent stack is being rebuilt from scratch — including context windows, memory, orchestration, observability,

CLIs vs MCPs: Different Tools for Different Contexts

By

–

12 March 2026 20h46

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical

CLIs vs MCPs: Context-Dependent AI Tool Selection Strategies

By

–

12 March 2026 20h46

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical

CLIs vs MCPs: Context-Dependent AI Tool Selection

By

–

12 March 2026 20h44

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical

CLIs vs MCPs: Context-Dependent Tool Selection for AI

By

–

12 March 2026 20h44

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical

CLIs vs MCPs: Context-Dependent AI Tool Selection

By

–

12 March 2026 20h44

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical

CLIs vs MCPs: Context-Dependent Tools for AI Workflows

By

–

12 March 2026 20h44

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical

CLIs vs MCPs: Context-Dependent AI Tool Preferences

By

–

12 March 2026 20h43

If someone says "CLIs are dead" or "MCPs are overhyped," that's a tell they only work in one context. My personal AI setup: mostly CLIs, 4 MCP servers. My work setup: 10+ MCP servers, almost no CLIs. Same person – me!, but completely different mix. I tried walking non-technical