#developer-tools

3 posts

I Trusted the Workflow Until It Broke Trust

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

Tokens Are the Next Spice

Token pricing is repricing AI workloads fast, and teams that model per-token cost without loop depth are underestimating spend.

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.