Before coding Context in practice
Claude Code memory and context: explain less between tasks
Choose what belongs in project instructions, native memory, the current session, and a task-specific evidence brief.
THE SHIFU BLOG
Build on what
you already know.
Practical guides and lessons from building Shifu. Carry decisions, constraints, and reasoning into your next change.
Behind Shifu Building with context
Why we are building a context engine for AI coding
The reasoning behind Shifu: preserve useful engineering understanding and bring it into the next task.