YAGNI

YAGNI is a platform for managing AI agents as if they were human team members. Instead of babysitting individual bots or dealing with piles of unreviewed drafts, you hand a "Team" a real part of the business — like sales pipeline or customer support — and manage it through familiar concepts: a written set of Responsibilities, a single Number it's measured on, and Commitments with real deadlines. The agent proposes work; you review and approve. Trust extends only as its track record earns it.

What makes YAGNI stand out is its structured management loop. Every Team starts in Training mode where nothing ships without your approval. As you accept its proposals and edit its drafts, those edits become a Playbook that teaches the agent your preferences. The next draft needs less of you. Routine, reversible work (like confirming a meeting) runs on its own and leaves a verified Receipt from the source system. Consequential calls (like issuing a refund) stage a Decision and wait for you. Authority is granted one rule at a time — bounded, on the record, and grounded in the agent's performance. The platform also tracks an "edit rate" that shows how your involvement shrinks over time.

YAGNI is built for teams that want to adopt agent labor without the risk of handing over the keys. It's ideal for founders and ops leads who are bottlenecks for sales, support, or CRM work, and want a controlled way to scale. Anyone who has felt the Slack backlog and inbox pile up while AI drafts go unreviewed will recognize the problem YAGNI solves. It treats agent labor as a managed function, not a magic button.