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The Builder lens is for the person who needs to know exactly why one agent did what it did in a single session. It’s the same data as the Leader lens, seen up close.

The Explore canvas

Everything underneath is fully explorable on the canvas. Start from an agent node — every agent in the organization — and drill down:
1

Agent

See the agent, its owner, and the model it runs.
2

Session

Each agent has its sessions. Pick the one you want to investigate.
3

Decisions

A session breaks down into its decisions (e.g. 28). Walk through them in order and see exactly what happened from the beginning.
Explore canvas

The Explore canvas — agent → session → decisions

The logic trace

Click into a decision to open its logic trace: the final outcome, the action the agent decided to execute, and the reasoning step by step that led there. See Evidence & the Logic Trace.
Logic trace

A decision's logic trace

The evidence vault

Every step is backed by evidence — a system prompt, a git check-in, a prompt, a document, a tool call. The evidence vault lets you reconstruct the entire decision from its logic and the evidence behind it.
Evidence vault

The evidence vault

Session quality & speculation

Enfors scores the quality of every session — not just standard metrics like confidence and routing, but advanced ones like the speculation ratio: the share of decisions not backed by evidence. It’s how you catch errors before a customer does. See Insights & Drift Detection.
Session quality scores

Session quality and speculation ratio

Do it programmatically

The same drill-down is available via the MCP server:
For relationship traversal (evidence, findings, steps), use query_graph.