Phase 1: Foundations
s01
The Agent Loop
"One loop + Bash is all you need"
s02
Tool Dispatch
"Adding a tool means adding one handler"
s03
Structured Planning
"An agent without a plan drifts"
s04
Subagents
"Each subtask gets a clean context"
Phase 2: Memory & Context
s05
Skill Loading
"Load knowledge when you need it"
s06
Context Compression
"Context fills up; make room"
s07
Task System
"Persist goals to disk"
s08
Background Tasks
"Slow ops run in the background"
Phase 3: Multi-Agent Teams
s09
Agent Teams
"Delegate to teammates"
s10
Team Protocols
"Shared communication rules"
s11
Autonomous Agents
"Teammates claim tasks themselves"
s12
Worktree Isolation
"Each works in its own directory"