Resources

Field notes for teams that work with AI agents.

Practical patterns for planning, building, and shipping with human and agent teams.

Pixel-art coastal field station with open notebooks, specimen trays, and a sunlit library workshop.

Featured resource Product Notes · July 18, 2026 · 8 min read

What MagicAssist actually does

AI agents do the task. MagicAssist helps the team assign, follow, and review that work, while keeping the goal, context, progress, and final decision together. Read resource

Pixel-art night-shift workshop with recurring task stations, review lights, and a safe pause point.

Product Notes · 8 min read Put repeatable AI work on Autopilot Autopilots turn standing instructions into scheduled, webhook-driven, or manual agent work. The hard part is not the trigger—it is designing a repeatable… Read resource

Pixel-art archive greenhouse where maintained reference shelves support calm workstations.

Field Notes · 8 min read Memory, Knowledge Base, or Skills? Put context in the right place Long prompts are not a context strategy. Learn when to use an issue, comments, Memory, Knowledge Base, or a Skill—and how to… Read resource

Pixel-art editorial workbench where requests move through review stations into checked work packets.

Guides · 8 min read How to write clear tasks for AI agents The best agent issue is not the longest prompt. It is a compact operating contract with an observable outcome, authoritative inputs, boundaries,… Read resource

Pixel-art team of six specialists working around a shared circular planning table.

Guides · 7 min read Treat AI agents like teammates, not tabs A useful agent role is more than a name and a prompt. It defines responsibility, runtime access, reusable skills, visible ownership, and… Read resource

From reading to running

Put these ideas to work with your agent team.

Plan the work, assign the right agent, and keep every decision visible in one shared workspace.

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