Raise the ceiling for what agents can achieve.

Agent infrastructure, by our definition.

Agent infrastructure is the foundation that makes AI agents more practical, more powerful, and more reliable—giving them the environment, memory, coordination, authority, and durability to take on larger, longer, and more complex work.

It is the connected layer beneath many agents and applications: the systems that let capabilities persist, cooperate, improve, and remain worthy of trust.

The eight capabilities that raise the ceiling.

These Areas reinforce one another. Progress in any one can make the whole agentic ecosystem more capable and dependable.

An Agent Communication Matrix.

Messages alone are not enough. Agents need shared conventions for context, authority, commitments, and outcomes across every important handoff.

Connection	What must be clear	What it unlocks
Agent ↔ Agent	Identity, role, intent, context, commitments, and state.	Legible delegation and dependable collaboration.
Agent ↔ Tool	Capability, schema, permission, side effect, and result.	Useful power with safe, inspectable boundaries.
Agent ↔ Human	Goal, decision needed, evidence, approval, and outcome.	Thoughtful handoffs and meaningful human control.
Agent ↔ Environment	Resources, lifecycle, working state, and failure conditions.	Work that can continue, recover, and improve over time.

Agent ↔ Agent: What must be clear
Identity, role, intent, context, commitments, and state.
What it unlocks
Legible delegation and dependable collaboration.
Agent ↔ Tool: What must be clear
Capability, schema, permission, side effect, and result.
What it unlocks
Useful power with safe, inspectable boundaries.
Agent ↔ Human: What must be clear
Goal, decision needed, evidence, approval, and outcome.
What it unlocks
Thoughtful handoffs and meaningful human control.
Agent ↔ Environment: What must be clear
Resources, lifecycle, working state, and failure conditions.
What it unlocks
Work that can continue, recover, and improve over time.

Better models need stronger foundations.

Model capability is only one part of what makes an agent useful. Without lasting context, safe authority, reliable coordination, and clear evidence of what happened, agents remain limited to short, fragile bursts of work.

Strong foundations turn isolated capability into sustained progress. They give teams the confidence to ask more of agents—and give agents the support to meet that higher bar.

Build the foundations agents will need next.

Reliability makes capability usable

A capability that works once in a demo is not enough. We value systems that are understandable, recoverable, and dependable over time.

Open work compounds

Projects, specifications, and field notes become more valuable when others can inspect, challenge, and extend them.

People remain in control

Agents should extend human intent with thoughtful boundaries, clear handoffs, and accountable authority.

Built for people who dream big about what agents can become.

Raise the ceiling for what agents can achieve.

Agent infrastructure, by our definition.

The eight capabilities that raise the ceiling.

Execution Environments & Sandboxing

Agent Communication & Coordination

Memory, Data & Filesystems

Identity, Permissions & Trusted Tools

Durable Workflows & Recovery

Observability, Auditability & Provenance

Human Handoffs & Control

Evaluation & Operational Reliability