[ BLOG ]

Practical memory systems for real agents.

Guides, architecture notes, and field reports from teams building AI systems that actually remember.

guides3/15/20263 min read

Using Memory Crystal with Lossless Claw: The Complete Memory Stack

How to combine LCM's lossless context management with Memory Crystal's persistent cross-session memory for agents that never forget.

guides3/13/20262 min read

Complete beginner setup guide to install Memory Crystal, connect your key, and verify persistent recall in one short session.

guides3/12/20261 min read

Detailed OpenClaw integration guide for Memory Crystal plugin hooks, wake briefings, and recall behavior under the hood.

guides3/11/20261 min read

A technical guide to episodic and semantic memory, embedding choices, and retrieval strategies that avoid naive memory failure modes.

use cases3/10/20261 min read

How persistent memory upgrades support bots by retaining ticket history, customer preferences, and cross-session context.

use cases3/9/20261 min read

A practical fix for coding-assistant context loss across sessions in tools like Claude Code, Copilot, and Cursor.

use cases3/8/20261 min read

A case-study style walkthrough of personal assistant memory: preferences, scheduling context, and proactive behavior.

architecture3/7/20261 min read

Technical architecture deep-dive covering Convex backend, embeddings, vector retrieval, graph enrichment, and STM/LTM design.

architecture3/6/20261 min read

Explains semantic and episodic memory in practical engineering terms with retrieval examples and implementation guidance.

best practices3/5/20261 min read

Best practices for preventing memory bloat with scoring, TTLs, pruning jobs, and checkpoint discipline.

best practices3/4/20261 min read

Security design for AI memory including tenant isolation, key scoping, retention controls, and data minimization boundaries.