#ai-agents

3 posts

Deterministic Agent Workflows Beat Context-Rot Coding

How code-as-orchestrator, schema outputs, and budget-aware loops outperform ad hoc long-context agent sessions.

I Trusted the Workflow Until It Broke Trust

How a workflow trust failure reshaped my architecture: deterministic orchestration, isolated agents, and portable control.

HIEF: The Memory Layer AI Coding Agents Need

A local-first MCP sidecar that adds durable memory, coordination, and regression-aware quality checks to coding-agent workflows.