Memory, skills, and making AI coding tools actually work.
Memory · Claude Code · 9 min read
Claude Code resets every session. Here is exactly how to add a persistent memory layer that survives restarts, branch switches, and team handoffs.
Memory · Cursor IDE · 8 min read
Cursor has no native memory layer. Here is how to add context persistence and automatic skill injection so you stop re-explaining your project every session.
Memory · AWS Bedrock · 7 min read
Bedrock's Claude is stateless by design. Here is how enterprise teams add persistent memory without storing anything in the cloud.
Skills · Education · 10 min read
Skill injection is the missing layer in every AI coding tool. This guide explains how scoring works, the three skill types, and why per-agent injection changes multi-agent workflows.