// AGENT ORCHESTRATION PLATFORM

Deploy AI agents that actually do things.

$ agent deploy --tools auto --approval human-in-loop
> Agent workflow started. Listening for events...
> Tools discovered: 12. Approval gates: active.
$
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// PROBLEMS WE SOLVE

Your agents need more than an API wrapper.

FRAGILE INTEGRATIONS

Your agents break when APIs change. Every tool requires custom glue code, and there's no standard way to discover what's available.

DYNAMIC DISCOVERY

Agents query available tools at runtime via an open protocol. Zero hardcoded integrations. Deploy a tool server and capabilities appear automatically.

STATELESS CHAOS

Agents forget everything between calls. Webhook arrives, agent processes it, state is gone. No context across events, no continuity.

PERSISTENT DAEMONS

Long-running stateful workflows maintain state across webhooks, cron ticks, and manual messages. Context persists indefinitely.

UNSUPERVISED ACTIONS

Agents call tools without human review. One bad API call can delete records, send emails, or modify production data.

APPROVAL GATES

Sensitive tools pause execution and wait for human confirmation before proceeding. Configurable per-tool with full audit trail.

// CAPABILITIES

Everything your agents need to operate.

{
"action": "discover",
"tools": [
{ "name": "create_invoice" },
{ "name": "send_email" },
{ "name": "query_database" }
]
}

Dynamic Tool Discovery

Agents discover tools at runtime via an open protocol. Connect a tool server and capabilities appear automatically. No agent redeployment needed.

WEBHOOK ──> [DAEMON] ──> PROCESS
CRON ──> [DAEMON] ──> PROCESS
MANUAL ──> [DAEMON] ──> PROCESS
|
[STATE]

Persistent Daemon Workflows

Long-running stateful workflows maintain context across events. Webhooks, schedules, and manual messages feed into the same persistent agent.

Awaiting Approval

send_email

REJECTAPPROVE

Approval Gates

Sensitive tool calls pause execution and wait for human review. Approve, reject, or let them expire. Full audit trail for every decision.

agent.typing12:04:31
tool.executing12:04:32
message.complete12:04:34

Real-Time Event Stream

Live streaming updates. See typing, tool execution, approvals, and completions as they happen. Pipe events into your own systems.

{ event: "invoice.received" }
|
[TEMPLATE] ──> "Process invoice #{{id}}"
|
[AGENT] ──> Execute

Webhook-to-Agent Routing

External events trigger agents with templated prompts. Map any webhook payload to agent instructions with template expressions.

Agent A ──escalate──> Agent B
|
└──escalate──> Human

Agent-to-Agent Escalation

When an agent is stuck, it can hand off to another agent or escalate to a human. Configurable severity levels and routing rules.

// EXECUTION FLOW

From event to action, observed at every step.

EVENT

Webhook, cron schedule, or manual message triggers the daemon workflow.

AGENT

Daemon routes the event to the assigned agent with templated context.

TOOLS

Agent discovers and invokes tools dynamically. Multiple iterations until the task is complete.

APPROVAL

Sensitive tools pause for human review. Approve or reject before execution continues.

RESPONSE

Final response saved, streamed to all connected clients in real time. Full audit trail persisted.

// ARCHITECTURE

Durable orchestration, open tooling, human oversight.

Triggers
Agent Platform
Your Tools
Webhooks
Schedules
Manual
API Gateway
Real-Time Stream
Event Bus
Dashboard
Live observability
Orchestration Engine
Agent Lifecycle
Stateful
→
Tool Execution
Open Protocol
→
LLM Provider(pluggable)
Human Approval Gate(configurable per-tool)
Tool Server A
(your tools)
Tool Server B
(your tools)

Durable Execution

Survives crashes, retries automatically

Open Tool Protocol

Dynamic tool discovery

Human-in-the-Loop

Approval gates at every step

20

MAX TOOL ITERATIONS

5 min

APPROVAL TIMEOUT

<200ms

EVENT LATENCY

∞

STATE RETENTION

Built onDurable ExecutionOpen Tool ProtocolMulti-LLMAudit Trail
agent-platform
$ agent-platform init my-project
✓ Agent workflows: configured
✓ Tool servers: ready
✓ Approval gates: enabled
✓ Event stream: connected
Ready. Deploy your first agent.
$

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