When AI Agents Wipe Databases, Databases Learn from Git
After a Replit agent wiped production during a code freeze, Git-like database branches emerged as a safer way to isolate AI agent changes.
After a Replit agent wiped production during a code freeze, Git-like database branches emerged as a safer way to isolate AI agent changes.
August 2026 OceanBase Community Monthly: AgentSeek 0.0.5–0.1.1, V4.4.2_CE_BP2, OBD v4.5.0, 15 certifications, plus WAIC, Suzhou, and Beijing events.
Palantir CEO Alex Karp called the AI industry Marxist. The real issue is who owns prompts, workflows, and memory when firms use models.
A PowerMem and seekdb game shows how multi-agent memory remains isolated until an operator publishes a private card to a shared bulletin board.
WAIC field notes show that agents create value in bounded use cases—with ontology, live data, DRIs, and on-device memory—not as all-purpose generalists.
Graph Engineering does not replace the agent loop. It separates execution, validation, and direction so one agent does not judge its own work.
Yanran (Han Fusheng) explains why OceanBase built Lakebase to unify multimodal data, hybrid search, and agent-ready access for enterprises.
An architectural view of AI memory as a Memory OS built on a Raw Ledger, Views, and Policy, followed by a practical implementation in PowerMem.
At Dewu, OceanBase plan-cache reuse, partition pruning, columnar indexes, parallel execution, and Hints cut a complex SQL from 4s to 0.02s—about 200x.
July 2026 OceanBase Community Monthly: PowerMem 1.1.x and AgentSeek help developers ship agents with a closed data loop, plus certifications and city events.