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Field notes for AI-agent-first delivery.
A public learning library on how AI agents can support software delivery, project management, documentation, QA evidence, and responsible adoption.
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A practical learning map for agent-first development.
The best first notes for project managers and software teams trying to understand where AI agents are useful, where they create risk, and how to pilot them responsibly.
Latest notes
Short, practical posts from real exploration: useful patterns, open questions, and adoption cautions.
Three Places AI Agents Can Reduce Delivery Drag
A practical view of meeting notes, requirements clean-up, QA evidence, and status reporting.
Why AI-Assisted Delivery Still Needs Project Managers
Coordination, accountability, and operating rhythm still matter when more delivery work becomes AI-assisted.
What Agent-First Development Means for Software Delivery Teams
A practical model for where AI agents can support delivery work while keeping ownership, review, and accountability human.