2/3 Numbers. Same labeled corpus of 121 turns (Vietnamese, Chinese, English), gold labels R0–R3, classifier only, two repeat runs identical. Refer below table.

7/10 | 𝗟𝗮𝘁𝗲𝗻𝗰𝘆 Warm median: 𝟭𝟴.𝟯𝟲 𝗺𝘀 First routing call: 𝟴𝟬𝟳.𝟳𝟮 𝗺𝘀 Routing time only. The 80-call sample excludes one warm-up and seven guard-check calls. Answer quality, full…

Memory keeps the next turn from starting cold. AgentOS supports durable memory with keyword search and optional local semantic embeddings, so useful context can be retrieved after the session window.

Memory keeps the next turn from starting cold. AgentOS supports durable memory with keyword search and optional local semantic embeddings, so useful context can be retrieved after the session window.

🤖 AgentOS v2026.7.17.post1 Released ⚡ Release notes: - Introduced a new memory system with optional local semantic memory (mem0) and Google EmbeddingGemma support. - Fixed the local router. It is…