SpotlightUpdated Jun 24, 2026
Copilot, RAG, agent, and automation patterns — when to use each.
Patterns for copilots, agents, and automation — useful context before you contribute what worked.
Durable, contributed knowledge — frameworks, patterns, and references. Read before you contribute if you are still finding your footing.
Discussions, help requests, events, questions, mentorship and project opportunities — reply, follow, offer help, join, or apply right from each item, with experimental matching on opportunity posts.
Describe a field experience — wins, failures, or surprises — and shape it into a draft with the companion.
Judgment training for the AI era — real projects and short mentorship chains. Program preparing to launch.
Reply to the current community question when your experience matches — a lighter-weight way to contribute.
Holistic text entry for agents — community intro, API version, and how to read or submit on behalf of a human.