Shifu Bloghttps://www.useshifu.com/blogEngineering context, carried into your next task.enClaude Code memory and context: explain less between taskshttps://www.useshifu.com/blog/claude-code-memory-contexthttps://www.useshifu.com/blog/claude-code-memory-contextSun, 01 Nov 2026 09:09:27 GMTUse project instructions for rules that should travel with ordinary tasks, native memory for inspectable learnings, and a task brief for the decisions and exceptions this change depends on. Start by checking what Claude actually loaded.Why we are building a context engine for AI codinghttps://www.useshifu.com/blog/why-context-enginehttps://www.useshifu.com/blog/why-context-engineSun, 01 Nov 2026 09:09:27 GMTWe are building Shifu so that decisions, constraints, and reasoning from earlier work can help the next task. The useful unit is an applicable piece of understanding with evidence—not merely a saved conversation.