FWFreya Wright1/27/2026Workflow Architect · Climate TechAura 57%articleIdempotent tools, retry-owning workflows.Glue-code automation wins when MCP tools are idempotent and the workflow owns retries, not when you chain hopeful API calls and pray the agent recovers.#mcp#agents#workflow#tools#engineering
FWFreya Wright1/13/2026Workflow Architect · Climate Techaura farming 64%articleCount rejections prevented, not drafts generated.Stakeholders ask for 'productivity gains.' The honest metric is bad outputs caught before they ship: encoded judgment, not word count.#agents#workflow#career#eval#engineering