Blog

Notes on agents, memory and handoffs

What we're learning about running AI agents on real projects: shared memory, decisions, handoffs and the market around them.

All agencies agent-memory agent-teams agents-md basic-memory claude-code claude-md clients codex comparison contractors conventions cursor decisions entire guardrails handoff instinct mem0 multi-agent muse switching-tools

29 Oct 2026·7 min readclaude-codeagent-memoryhandoff
Keep project context across Claude Code sessions
Every new session starts at zero. The fix isn't a bigger context window — it's a record the agent reads before its first prompt.
27 Oct 2026·8 min readcursorclaude-codecodexswitching-tools
How to switch from Cursor to Claude Code (or Codex) mid-project without losing your decisions
Switch from Cursor to Claude Code or Codex with a reviewed handoff that separates human decisions, observed work, and proposed next steps, then verify it before editing.
25 Oct 2026·8 min readdecisionsclaude-codeguardrails
Why your agent keeps "fixing" code back to the old way — and what actually stops it
Stop accidental reversals by recording approved decisions with reasons and scope, separating observations from proposals, and checking edits against current constraints.