Context Asymmetry
Claude carries cross-session memory. Gemini and Codex start cold every session.
Memory Asymmetry
Single point of institutional knowledge (Claude). Bus factor of 1 for the workgroup.
Manual Coordination Overhead
Human becomes the message-passing layer between agents.
No Constraint Propagation
Org constraints in one agent's memory never reach the others.
Shared context snapshot
project-docs/ (later state.db) — tool-agnostic, human-readable.
Persistent memory with attribution
memory.md + devlogs + costs — with [@username] and provenance.
Shell-native dispatch
synlynk dispatch / start — agents coordinate without human copy-paste.
Budget + sentinel limits
Constraint surface that applies to every agent on every run.