Agent orchestration

This category organizes the jackin❯ research on agent orchestration. Choose a page by the question you need to answer.

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Agent Orchestration Program

Synthesizes external orchestrator research into a phased direction for terminal-first, isolated agent operations.

Orca ADE research

Compares Orca's worktree-native agent environment with jackin❯ to identify reusable fleet and desktop interaction patterns.

Agent Attention Prompts: Design Exploration

Designs host notifications for agents that finish, block, or await input without disrupting operator focus.

Idle Runtime Cleanup: Design Notes

Defines safe idle hooks for reclaiming runtime resources and preparing warm agents for repeated autonomous work.

jackin❯ Capsule multiplexer design rationale

Explains the terminal, protocol, and compatibility decisions behind the current jackin❯ Capsule multiplexer architecture.

Stack Integration Hints: Design Rationale

Examines how role and workspace metadata can expose stack-aware commands without hard-coding framework behavior.

Workspace description field: prior art and shape

Defines workspace descriptions as shared operator and agent context, including scope, storage, and presentation.

Déjà Vu conversation-capture design

Designs durable, searchable conversation capture across supported agent runtimes.

Fleet operations

Research on fleet operations.

Memory

Research on memory.

Multi-agent collaboration

Research on multi-agent collaboration.

Recovery

Guide to preserving, resuming, snapshotting, and rolling back isolated agent sessions.

Remote execution

Research on remote execution.

Resource limits

Guide to declarative runtime ceilings and operator-facing resource visibility research.

Terminal observation

Guide to terminal-state observation, runtime-status arbitration, and automation research.

Workflow systems

Guide to task-source abstraction and durable agent-workflow orchestration research.

How to read

Start with the page closest to your current question. Follow its related-work links for evidence in adjacent categories and its Roadmap links for implementation commitments.