The place where agent developers define their agent teams. Write your TeamSpec-compatible config once, version it, and deploy it anywhere Forge runs — with a full history of every change and every execution.
Whether you're deploying one agent or an entire team of agents, AgentHub is where the specs live. Every agent is defined here, versioned here, and controlled here. Forge reads directly from AgentHub at runtime, so what executes is always exactly what the config says — no drift, no surprises.
An agent config in AgentHub defines everything: the model, system prompt, tools, permissions, and environment. Forge uses that config to run in dev, staging, or production — with the right constraints applied automatically. Write it once; it works everywhere.
Every change to an agent config creates a new version. You can compare versions, roll back to any prior version, or pin a production environment to a specific version while dev moves forward. Drift and mystery are eliminated.
AgentHub runs in your own infrastructure. Your agent configs — which contain your system prompts, your tool mappings, your permission structures — never leave your environment. Apache 2.0 licensed and fully auditable.
Every save creates a new immutable version. Production spawns can be pinned to a specific version. A new config version never silently takes effect in production — promotion requires deliberate action.
Every change to a config — and every spawn event triggered from it — is recorded in the audit log with actor, timestamp, and diff. Full accountability for every action your agents take and every config change that shaped them.
Define who can view a config, who can edit it, and who can launch it. Role-based permissions at the agent level mean sensitive configs stay controlled even in large teams.
Tag configs as dev, staging, or production. Forge respects environment tags when selecting configs, preventing accidental production spawns from dev configs. Promote deliberately, not accidentally.
AgentHub validates every config against the TeamSpec schema on save. Malformed configs are rejected before they can be executed. You cannot accidentally deploy an agent with missing permission scopes or an invalid model reference.
Every AgentHub operation is available via REST API. Forge uses it natively. Your CI/CD pipeline can push new config versions on merge. Your approval workflow can gate promotion to production automatically.
An AgentHub config is the complete description of an agent or agent team. When Forge reads it, nothing needs to be inferred or guessed. Define it clearly once; run it confidently everywhere.
AgentHub and Forge work together as the definition and execution layers of a complete agent operations stack. AgentHub owns what your agents are; Forge owns how and when they run.
Forge never stores its own copy of agent configs. It reads directly from AgentHub at spawn time, ensuring that what gets executed is always exactly what the config says — including the specific version selected.
When Forge spawns an agent, it records the spawn event in AgentHub's audit log — who triggered it, which version was used, and what the outcome was. AgentHub becomes the record of both config and execution history.
Because AgentHub is API-first, any tool in your stack can read configs or write audit events. Your own internal tooling, CI pipelines, and approval workflows all connect through the same API that Forge uses.
AgentHub is open source and runs entirely in your own environment. Your agent specs, system prompts, and tool configurations stay where they belong — with you.
Clone the AgentHub repository. AgentHub runs as a lightweight service backed by a Postgres database. Docker Compose and Kubernetes manifests are included.
github.com/TeamSpecAI/agenthub →Use the AgentHub UI or REST API to create your first agent config. Define the model, system prompt, tools, and permissions. AgentHub validates the schema on save.
Point your Forge instance at AgentHub's API endpoint. Forge will discover all configs you have permission to access and make them available for spawning immediately.
Learn about Forge →TeamSpec is open source. FastBytes.io offers implementation consulting — from initial setup through CI/CD integration and team onboarding. If you want your agent definitions and deployments running smoothly without building everything yourself, talk to FastBytes.