Journal
Longer notes on agents, specs, and practice. Filter by tag or search titles and descriptions.
Origin story: four months configuring a CRM for a client, one honest question about knowledge transfer, and five minutes that replaced one full day of bulk configuration work. This is what pushed me to study agentic AI seriously.
Case study: from a dense PDF pipeline (Discord, LinkedIn, Unipile, Lusha, Odoo) to seven markdown files the agent can run inside—filing tiers, deduplicating nine first-draft overlaps, and writing SOUL from what the spec never said out loud.
Opening post: why this project exists, what we actually built for anyone who lands here, and how it connects OpenClaw, Resizes, and personal experiments.