Warm Agent Pool

Mon, 01 Jan 0001 00:00:00 +0000

Fan a batch of work across a pool of identical, already-running worker agents — built entirely from ordinary mesh MCP services, no gossip and no node changes.

Source: development/examples/code-reviewer-pool/.

The idea

Some agent tools are expensive to stand up but cheap to reuse — a reviewer that shells out to an LLM, a sandbox that boots a runtime, a service holding a warm model in memory. You don’t want to spawn one per request, and you don’t want a single instance serialising all your work. What you want is a pool of identical, already-running workers and something that hands them out one job at a time.

Gemini Buddy

Mon, 01 Jan 0001 00:00:00 +0000

Hold a real multi-turn conversation with a second LLM exposed as an ordinary mesh service — where your agent never resends the conversation, because the service remembers its own side.

Source: development/examples/gemini-buddy-mcp/.

The idea

Sometimes you want your agent to talk to another model — a second opinion, a peer to argue a design with, a specialist that builds up its own context over many turns. The naive way is to carry both conversations in the orchestrator: your agent would have to store the other model’s transcript and replay all of it on every turn.

Use Cases on SAM

Warm Agent Pool

The idea

Gemini Buddy

The idea