Running one coding agent is a CLI problem. Running many agents, or making one agent more reliable, becomes an orchestration problem.
This page covers the layer around agents: control planes, backlog runners, context graphs, specs, and workflow discipline.
The Short Version
| Tool | Best For | What It Is Not |
|---|---|---|
| Paperclip | Managing teams of AI agents with goals, budgets, approvals, workspaces, and audit trails | A single coding-agent CLI |
| Symphony | Turning Linear issues into isolated Codex implementation runs | A generic chat assistant |
| Graphify | Giving coding agents a queryable knowledge graph of a codebase | A vector database service |
| Agent OS | Adding product/spec/task discipline around agentic development | A runtime for executing agents |
| OpenSpec | Spec-first workflows for keeping agents aligned with intended behavior | A model provider or coding CLI |
Paperclip
Paperclip is a control plane for multiple agents.
Use Paperclip when you want:
- agent teams instead of single sessions
- goals, issues, budgets, approvals, and heartbeats
- workspace and secret management around agent work
- a dashboard for human supervision
- audit trails for what agents attempted and completed
The practical mental model: Paperclip is company-shaped infrastructure for agents. It is about managing work, not replacing the coding agent itself.
Useful links:
Symphony
Symphony is an orchestrator concept for running coding agents against a backlog.
Use Symphony when you want:
- tickets to become isolated implementation runs
- a service that polls work and starts agent sessions
- Codex app-server style automation around real project tasks
- an open spec you can inspect or reimplement
The practical mental model: Symphony moves the operator from driving every coding turn to managing the queue of work.
Useful link:
Graphify
Graphify is a context layer for agents.
Use Graphify when you want:
- a codebase knowledge graph
- local graph extraction from code and docs
- queries that help agents understand relationships before editing
- graph exports and call-flow inspection
- a skill/instruction layer for coding assistants
The practical mental model: Graphify is not the coding agent. It is a map the agent can query so it does not rediscover the same structure from scratch every turn.
Useful links:
Agent OS And OpenSpec
Agent OS and OpenSpec belong to the workflow-discipline layer.
Use them when you want:
- clearer product requirements before coding
- spec files agents can follow
- task breakdowns that survive across sessions
- less drift between intention and implementation
The practical mental model: these tools make agents easier to steer. They do not replace the agent runtime, model provider, or terminal tool.
Choosing One
| If You Need… | Start With |
|---|---|
| Many agents with budgets and approvals | Paperclip |
| Backlog-to-PR automation | Symphony |
| Codebase context for an existing coding agent | Graphify |
| Better specs before agent implementation | Agent OS or OpenSpec |
| A terminal coding agent | Use the agentic CLI tools doc instead |
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