Every step, visible.
Streamed reasoning, tool calls and their results as they happen — an audit trail by construction, not an afterthought.
Agent Circuits is the enterprise harness for AI agents — sessions, tools, approvals, memory and orchestration around the models you already trust, running where your data lives.
A screenshot of Agent Circuits mid-run: a sidebar of live sessions with one sub-agent working underneath the active chat; a thread where the agent has run three tools — two finished, one sub-agent still going — and begun answering “where are our Q3 SLA breaches concentrated?” with a table of breach rates by team; and a side panel charting the same figures.
Model is the engine. Harness is the vehicle.
A model on its own has no tools, no memory, no audit trail. The harness is what turns a capable model into work you can actually depend on — and hand off, and sign off.
Streamed reasoning, tool calls and their results as they happen — an audit trail by construction, not an afterthought.
Approvals before consequential actions, steering mid-run, and a stop that always works.
Anthropic, OpenAI, Google, Bedrock, Ollama, Grok — swap providers without rewriting the work.
Sessions become memory; remembered preferences and learned routines stay with the team.
The tour
Enterprise
A .NET SDK and server you run where your data lives.
An admin portal for agents, providers, users and diagnostics.
MCP tools and agent-to-agent, first-class.
Every session auditable, end to end.