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Portable runtime for production agents

Deploy agents like apps. Run them anywhere.

sypho is a runtime and control plane for production AI agents — built for teams shipping agentic workloads across local, cloud, customer-controlled, hybrid, and managed environments.

Join waitlistExplore platform
Control Planedeployments · policies · traces
↓
Schedulerqueue · leases · routing
↓
Runner Poolslocal · cloud · customer · managed
↓
Agent Containerstools · skills · knowledge · models
Local
Private cloud
Customer cloud
On-prem
Managed
agent deployment
$ sypho package
✓ manifest validated
✓ tools discovered
✓ skills attached

$ sypho deploy support-agent \
  --runner customer-eu

live support-agent@0.4.2
route customer/eu/* → runner-pool/eu

Production agents need more than prompts.

Agents call tools, operate systems, access private data, run code, manage files, and interact with real users. Once agents touch real systems, they need the same discipline as production software: packaging, deployment, isolation, observability, policy, and controlled execution.

They call toolsEvery tool call needs structure, validation, permissions, and traceability.
They run across environmentsSome workloads need to execute close to private data, customer systems, or regulated infrastructure.
They create side effectsRefunds, tickets, code changes, database updates, and workflow triggers need runtime control.
They are hard to debugTeams need run timelines, logs, tool traces, failures, retries, and replay.
Architecture

Control plane above. Runners everywhere.

sypho separates control from execution. Manage deployments, runs, policies, skills, knowledge, and observability centrally — while runners execute agents wherever the workload needs to live.

Developer
→
sypho CLI / SDK
→
Control Plane
→
Runner Pool
→
Agent Runtime
→
Tools / Models
Capabilities

One runtime layer for the agent lifecycle.

Deploy, run, control, and observe production agents with the capabilities they need to operate safely across real environments.

↥

Deploy

Package agents as versioned deployments with manifests, environments, tools, skills, and policies.

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▶

Run

Execute agents through portable runners across local, cloud, customer-controlled, hybrid, or managed environments.

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◇

Control

Govern tool calls, model usage, execution policies, secrets, approvals, and runtime boundaries.

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⌁

Observe

Trace every run, step, skill activation, tool call, log, result, failure, and replay.

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✦

Skills

Add reusable capabilities to agents through governed, observable instruction and execution packages.

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◎

Knowledge

Attach scoped vector and graph context to deployments with environment-aware access control.

Learn more →
Developer workflow

From local agent to production runtime.

Move from development to controlled deployment without rebuilding your agent stack.

command line
$ sypho init
✓ initialized agent project

$ sypho package
✓ manifest validated

$ sypho deploy --runner customer-eu
live support-agent@0.4.2

$ sypho run support-agent
started run-abc123

$ sypho logs --trace latest
showing full execution trace

$ sypho promote
promoted to production
agent manifest
agent: support-agent
version: 0.4.2
runtime: python

skills:
  - refund-policy
  - escalation-playbook

knowledge:
  - support-docs
  - customer-graph

environment:
  runner: customer-cloud
  policy: production
Writing

Notes on production agents.

Agent infrastructure

Why controlling AI agents is harder than it looks

Agents make decisions, call tools, touch systems, and create side effects. That changes what production infrastructure needs to provide.

Runtime design

Production agents need more than prompts

Once agents touch real systems, they need the same discipline as production software: packaging, deployment, and controlled execution.

Capabilities

Skills as reusable agent capabilities

Skills make agents more capable by packaging domain knowledge into reusable, governed capabilities.

Build agents that can actually run in production.

Join the sypho waitlist and help shape the runtime layer for agentic software.

Join waitlist