Field noteOct 23, 20261 min read1 source

Dynamic workflows for stateful agents and decision models

In one minute

Letta said Letta Code now supports dynamic workflows for local and cloud agents.

What changed: Same event as Letta Code now supports dynamic workflows to compose model-agnostic subagents and decision models.

An agent can write a JavaScript workflow for a specific task, fan work out to subagents, and orchestrate the results. The documented primitives are agent(), parallel(), pipeline(), and decide().

The decide() primitive calls a decision model, including OpenAI's Decisions API or TypeSafe's Jev, for structured choices, scales, or yes/no answers with confidence scores. Letta says workflows can assign subagents to connected models that support structured outputs, with BYOK connections including OpenAI, OpenRouter, and Together AI.

Letta also changed /init: the agent writes a workflow to distribute review of local files and past Claude Code and Codex sessions across subagents. Letta describes those subagents as stateless, with the orchestrator providing excerpts or pointers to external memory.

The announcement does not establish benchmarked quality, total workflow cost, reliability at scale, or comparative performance against other orchestration systems. Source: https://www.letta.com/blog/dynamic-workflows

Evidence / sources

  1. 1letta.com/blog/dynamic-workflows
All Field Notes

Next reads

Read next

Open the graph
  1. 01topicClaudeExplore the claude topic hub.
  2. 02topicClaude CodeExplore the claude-code topic hub.
  3. 03topicCodexExplore the codex topic hub.
  4. 04archiveField NotesOpen the latest editorial analysis.
  5. 05source ledgerSource LedgerInspect the public source evidence graph.
Who read this page?Machine requests, hidden until opened

Loading the privacy-safe route aggregate...

Open the JSON contract