EarthLink is the first AI "copilot" for Earth scientists that can automate the entire research process, enabling systematic, large-scale exploration across over 5 petabytes of cross-disciplinary data.
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP, ...