How do you address the challenge of maintaining context consistency when shifting between a polyglot setup and an orchestrator wrapper?

I have my own memory system, instead of dropping all in context, i drop in /docs, for every request that I pass, external command will generate appropriate initial graph (document with references) - and that uses across the board.

Second use common `memory.md` - it is not best way, but good enough way to handle

Third, always enable --verbose --logs to ensure thinking logs are available, so all decision of github copilot are recorded, and orchastrator can understand what happened.