August 12, 2026· ~6 min readTemporal Knowledge Graphs in 2026: Time-Aware Embeddings and Event-Driven Updates # Temporal Knowledge Graphs in 2026: Time-Aware Embeddings and Event-Driven Updates Most knowledge graphs are frozen snapshots. A fact like "Alice m
August 6, 2026· ~5 min readAgent Graphs as Memory: When the Agent's Mental Scratchpad Is a Graph # Agent Graphs as Memory: When the Agent's Mental State Is a Graph Every agentic system has the same bottleneck: **memory**. Prompt-window context r
August 5, 2026· ~4 min readGraphRAG Grows Up: Benchmarks, Robustness and the Poisoning-Attack Frontier # GraphRAG Grows Up: From Hype to Hardening For two years the GraphRAG conversation was dominated by One question: *does it work?*. The corpus now t
August 4, 2026· ~6 min readAgentic GraphRAG: When the RAG Pipeline Learns to Navigate # Agentic GraphRAG: When the RAG Pipeline Learns to Navigate Classic GraphRAG treats retrieval as a **pipeline**: chunk the corpus, build a graph, i
August 3, 2026· ~7 min readGraphQL vs SPARQL for Knowledge Graphs: When Each Query Layer Wins # GraphQL vs SPARQL for Knowledge Graphs SPARQL and GraphQL both answer the question "what's connected to what" — but they were built for different
August 3, 2026· ~4 min readMultimodal Knowledge Graphs: When the Graph Learns to See and Hear # Multimodal Knowledge Graphs: When the Graph Learns to See and Hear For most of their history, knowledge graphs were effectively **text databases w