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The engineering field guide

Build agents.
Engineer reliable
behavior.

Practical patterns for predictable behavior in systems that reason.

Explore the field guide
Exploded metal and glass system modules connected by an orange signal, illustrating explicit boundaries between stages.
From possibility to reliable action
  1. 01
    Observe

    Capture context.
    Define the input.

  2. 02
    Propose

    Generate a plan.
    Make constraints explicit.

  3. 03
    Validate

    Check the evidence.
    Review the action.

  4. 04
    Commit

    Execute with durability
    and traceability.

Systems
Patterns
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Better outcomesDiscipline turns
capability into value.

Featured guide

Deterministic Patterns for Agentic Applications: A Practical Guide

Build reliable agent systems with validated proposals, pure state transitions, durable observations, scoped approvals, and transactional execution intents.

Agent architecture16 min read
ObserveProposeValidateCommitFeedback and learning

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The field guide is taking shape.

Start with the featured guide above. Further articles will appear here after editorial review.