ClawVault Blog https://clawvault.dev/blog ClawVault is an open-source, local-first memory graph for general AI agents. Persist decisions, relationships, and context in transparent Markdown plus semantic search so every session starts informed. en-us Sat, 14 Feb 2026 00:00:00 GMT The Session That Was Never Observed: Building Active Memory for AI Agents https://clawvault.dev/blog/active-session-observer https://clawvault.dev/blog/active-session-observer How we built ClawVault's Active Session Observer — threshold scaling, byte cursors, and the 14MB session that exposed a blind spot in our memory architecture. Pedro Sousa Fernandes Sat, 14 Feb 2026 00:00:00 GMT CrewAI Memory vs ClawVault: Framework-Locked or Framework-Free? https://clawvault.dev/blog/clawvault-vs-crewai-memory https://clawvault.dev/blog/clawvault-vs-crewai-memory Compare CrewAI memory (short-term, long-term, entity) with ClawVault's framework-agnostic persistent memory for AI agents. Versatly Fri, 13 Feb 2026 00:00:00 GMT LangChain Memory vs ClawVault: Persistent Memory for AI Agents https://clawvault.dev/blog/clawvault-vs-langchain-memory https://clawvault.dev/blog/clawvault-vs-langchain-memory Compare LangChain memory modules with ClawVault's persistent, file-based approach. Learn which fits your agent's long-term memory needs. Versatly Fri, 13 Feb 2026 00:00:00 GMT The LLM Memory Problem: Why Your AI Agent Forgets Everything https://clawvault.dev/blog/llm-memory-problem https://clawvault.dev/blog/llm-memory-problem LLM memory is fundamentally broken — every call starts from zero. Learn why AI agents forget and how to add persistent long-term memory. Versatly Fri, 13 Feb 2026 00:00:00 GMT Building a Long-Term Memory AI Agent (Production Blueprint) https://clawvault.dev/blog/building-long-term-memory-ai-agent https://clawvault.dev/blog/building-long-term-memory-ai-agent A production-ready blueprint for implementing persistent long-term memory in AI agents using ClawVault. Versatly Thu, 12 Feb 2026 00:00:00 GMT ClawVault vs Mem0 for OpenClaw Memory (Practical Comparison) https://clawvault.dev/blog/clawvault-vs-mem0-openclaw-memory https://clawvault.dev/blog/clawvault-vs-mem0-openclaw-memory A non-aggressive, practical comparison of ClawVault and Mem0 for OpenClaw memory persistence workflows. Versatly Thu, 12 Feb 2026 00:00:00 GMT How OpenClaw Memory Actually Works (and Why Context Still Gets Lost) https://clawvault.dev/blog/how-openclaw-memory-works https://clawvault.dev/blog/how-openclaw-memory-works A practical breakdown of OpenClaw memory flow, where context loss happens, and how to add durable memory with ClawVault. Versatly Thu, 12 Feb 2026 00:00:00 GMT MEMORY.md vs ClawVault: Which Memory Approach Should You Use? https://clawvault.dev/blog/memory-md-vs-clawvault https://clawvault.dev/blog/memory-md-vs-clawvault A practical comparison of MEMORY.md and ClawVault for OpenClaw and other AI agent workflows. Versatly Thu, 12 Feb 2026 00:00:00 GMT ClawVault v1.11: Observational Memory — Your Agent Watches, Learns, and Remembers https://clawvault.dev/blog/observational-memory https://clawvault.dev/blog/observational-memory ClawVault v1.11 introduces observational memory — automatic conversation compression into prioritized observations that route to vault categories, auto-link for Obsidian graph view, and survive context death. Now fully local-first with zero cloud dependency. Versatly Thu, 12 Feb 2026 00:00:00 GMT Why AI Agents Forget Context (and How to Stop It) https://clawvault.dev/blog/why-ai-agents-forget-context https://clawvault.dev/blog/why-ai-agents-forget-context Understand the root causes of context loss in AI agents and implement a durable memory workflow that survives resets. Versatly Thu, 12 Feb 2026 00:00:00 GMT ClawVault v1.8.2: OpenClaw Compatibility and Path Safety https://clawvault.dev/blog/v1.8.2-release https://clawvault.dev/blog/v1.8.2-release ClawVault v1.8.2 improves OpenClaw compatibility, validates custom paths safely, and keeps AI agent memory reliable so deployments stay stable in production. Versatly Mon, 09 Feb 2026 00:00:00 GMT ClawVault Semantic Memory for AI Agents: Introduction https://clawvault.dev/blog/introducing-clawvault https://clawvault.dev/blog/introducing-clawvault ClawVault gives AI agents persistent semantic memory, faster context recovery, and searchable decisions across sessions so teams build better assistants. Versatly Fri, 06 Feb 2026 00:00:00 GMT