The Harness Started Changing Itself: Agent Change Control Needs a Baseline
Why an agent that can modify its own harness needs a separate boundary between authoring the next candidate and trusting it as the next baseline.
// FIELD TRANSMISSIONS
System Logs
An archive of decisions, failures, changes, and shipped work. The record stays useful by keeping the sequence—and the limits—visible.
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The Agent Handoff Said Done. The Repository Did Not.
A reconstructed failure reflection on why AI-assisted work needs exact source identity, bounded verification, and evidence that matches each transition.
The Agent Harness and the Product Needed Separate Owners
Why agent architecture becomes easier to replace, debug, and govern when reusable execution and host-application authority have separate owners.
Micro-Orchestration Shrunk. The Scaffolding Stayed.
A model-churn test for agent architecture: micro-orchestration may decay as models improve, while context structure, tools, boundaries, state, and scaffolding retain value.
The Agent Configuration Became a Versioned Release Artifact
Why a stable agent name is not enough to identify the exact configuration that evaluation, debugging, reproduction, and rollback actually apply to.
Faster Agents Made Review the Bottleneck
Faster agent implementation shifted Dream Atlas's bottleneck from producing changes to establishing what was reviewed, verified, and authorized.
Multi-Agent Hierarchy Can Be Temporary
A task can use hierarchy, delegation, and specialist roles without turning them into permanent agents. Persistence is a separate architecture decision.
The AI Agent Org Chart Stopped Owning the Work
A reconstructed account of how Dream Atlas moved specialization out of permanent agent identities and into capability contracts, workflows, and explicit state owners.