4M Labs is a nearshore B2B AI/SaaS/DaaS agency based in Guadalajara, Mexico. We build revenue and operations systems for companies and memory infrastructure for AI agents.
AI agents start every session with zero context. Teams maintain manual notes, CLAUDE.md files, and context dumps. Squish fixes the memory layer so agents share useful context instead of acting like separate amnesiac interns.
Instead of hiding memory inside bigger prompts, we expose it as a runtime with inspection and recovery tools. Squish captures durable signal from agent sessions, derives beliefs (decisions, constraints, preferences), and restores context when the next session starts.