Prompt-only prototypes · Unreliable tool calls · No evaluation harness · Weak approvals

What We Solve

Turn agentic ideas into systems a serious company can trust.

We turn agent ideas into systems that stay useful, bounded, observable, and economically sane.

Agent architecture · Evaluation framework · Guardrails and approvals

What You Get

Agent architecture. Evaluation framework. Guardrails and approvals.

Agent architecture with clear tool, model, and state boundaries.

Agent architecture with clear tool, model, and state boundaries

Evaluation framework for correctness, safety, and business usefulness

Guardrails and approvals for high-risk actions and sensitive data paths

Observability layer across prompts, tools, latency, and outcomes

Agent Architecture · Trust and Safety · Typical Outputs · Business Fit

Coverage and Delivery

Agent Architecture covers single-agent and multi-agent workflows · Tool gateways, state handling, and workflow boundaries · Retrieval, memory, and context-shaping strategies · Model routing and fallback…

Agent Architecture Single-agent and multi-agent workflows

Trust and Safety Approval flows for sensitive or irreversible actions

Typical Outputs Architecture map and orchestration plan

Business Fit Products moving from AI feature to AI workflow engine

Contact

Start the Conversation

A few clear lines are enough. Describe the system, the pressure, the decision that is blocked. Or write directly to midgard@stofu.io.

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