The Cognee Blog
Latest
Latest
Deep DivesApr 28, 2026
Memory as a Decorator
Adding memory to agentic workflows used to mean restructuring your stack. One decorator changes that. We ran 198 simulated sales conversations — and the results make a strong case for structured memory.Deep DivesApr 21, 2026
Cognee's CLI Replaces MCP OAuth in 100 Lines
MCP has real auth built in. CLI doesn't — or so the claim goes. The Claude Code plugin that wraps cognee-cli runs a full register-login-token handshake before the first command fires.Deep DivesApr 14, 2026
Agents Don't Need Another Protocol. They Need a Good CLI.
Your agent forgets everything between sessions. The fix isn't a bigger context window — it's persistent memory via a CLI. Four commands give your agent cross-session, graph-structured memory.
NewsApr 1, 2026
Claude Code's Leak Reveals Anthropic's Obsession with Cognee
Anthropic accidentally exposed 500,000 lines of internal source code. Buried inside: engineers studying Cognee's memory architecture and wondering if they should just adopt it.
Deep DivesMar 26, 2026
Expanding Custom Graph Models for Reliable Agent Memory & Retrieval
Learn how Custom Graph Models in cognee create a stable, domain-aware memory layer for agents — and how the Cascade feature progressively discovers missing schema from real data.
Deep DivesMar 24, 2026
Memory as a Harness: Turning Execution Into Learning
Memory as a Harness: Turning Execution Into Learning
Deep DivesMar 17, 2026
Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge
Learn how ontology-based validation grounds AI memory in structured knowledge graphs. Reduce entity duplication and boost retrieval quality. Try Cognee now.
Deep DivesMar 13, 2026
Building Self-Improving Skills for Agents
Learn how to build self-improving skills for AI agents with Cognee. Transform static SKILL.md files into evolving components that learn from failure. Try it now.
IntegrationsMar 10, 2026
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
Scrape live web data and build a knowledge graph for AI agents with ScrapeGraphAI + Cognee. Build a memory system that understands your data. Follow the step-by-step guide now.Deep DivesApr 28, 2026
Memory as a Decorator
Adding memory to agentic workflows used to mean restructuring your stack. One decorator changes that. We ran 198 simulated sales conversations — and the results make a strong case for structured memory.Deep DivesApr 21, 2026
Cognee's CLI Replaces MCP OAuth in 100 Lines
MCP has real auth built in. CLI doesn't — or so the claim goes. The Claude Code plugin that wraps cognee-cli runs a full register-login-token handshake before the first command fires.Deep DivesApr 14, 2026
Agents Don't Need Another Protocol. They Need a Good CLI.
Your agent forgets everything between sessions. The fix isn't a bigger context window — it's persistent memory via a CLI. Four commands give your agent cross-session, graph-structured memory.NewsApr 1, 2026
Claude Code's Leak Reveals Anthropic's Obsession with Cognee
Anthropic accidentally exposed 500,000 lines of internal source code. Buried inside: engineers studying Cognee's memory architecture and wondering if they should just adopt it.Deep DivesMar 26, 2026
Expanding Custom Graph Models for Reliable Agent Memory & Retrieval
Learn how Custom Graph Models in cognee create a stable, domain-aware memory layer for agents — and how the Cascade feature progressively discovers missing schema from real data.Deep DivesMar 24, 2026
Memory as a Harness: Turning Execution Into Learning
Memory as a Harness: Turning Execution Into LearningDeep DivesMar 17, 2026
Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge
Learn how ontology-based validation grounds AI memory in structured knowledge graphs. Reduce entity duplication and boost retrieval quality. Try Cognee now.Deep DivesMar 13, 2026
Building Self-Improving Skills for Agents
Learn how to build self-improving skills for AI agents with Cognee. Transform static SKILL.md files into evolving components that learn from failure. Try it now.IntegrationsMar 10, 2026
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
Scrape live web data and build a knowledge graph for AI agents with ScrapeGraphAI + Cognee. Build a memory system that understands your data. Follow the step-by-step guide now.IntegrationsMar 10, 2026
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
IntegrationsMar 6, 2026
OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee
IntegrationsFeb 6, 2026
What OpenClaw is and how we give it memory with cognee
IntegrationsMar 10, 2026
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
IntegrationsMar 6, 2026
OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee
IntegrationsFeb 6, 2026