BlogMike Liu
Mike Liu

Mike Liu

Staff Engineer, OceanBase

Mike is one of the earliest engineers on the OceanBase team. He has worked across the core database engine, from early architecture design to leading the high availability and consensus layer. He now heads the seekdb team, building an AI-native database for agentic workflows and modern AI applications.

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Why Your Vector Database Benchmark Is Wrong for AI Agents
PRODUCT

Why Your Vector Database Benchmark Is Wrong for AI Agents

Under streaming AI workloads, vector databases see high P99 jitter (1.1×–10.3×) under concurrency. seekdb v1.3.0’s fixed delta+snapshot HNSW avoids this, delivering 22× QPS and 19× P99 gains over prior version.

Mike LiuMay 26, 2026
 5 Minutes to a Working AI Prototype: A Developer's Guide to seekdb D0
ENGINEERING

5 Minutes to a Working AI Prototype: A Developer's Guide to seekdb D0

A hands-on guide to seekdb D0, the free trial entry point for OceanBase's AI-native hybrid search database. Spin up a MySQL-compatible instance with vector, full-text, and data branching in one curl command — no signup, no credit card.

Mike LiuMay 14, 2026
FORK TABLE: Get Your Database Ready for Agents
PRODUCT

FORK TABLE: Get Your Database Ready for Agents

AI agents write to databases at high frequency with no accountability. FORK TABLE in seekdb gives every agent its own sandbox — branch instantly, experiment safely, discard or promote results.

Mike LiuApril 1, 2026
Stop Stitching, Start Building: Get Started with OceanBase seekdb
PRODUCT

Stop Stitching, Start Building: Get Started with OceanBase seekdb

In this post, we will skip the architecture talk and go straight to code. You go from a blank editor to a fully operational, ACID compliant hybrid search engine running entirely in user space.

Mike LiuDecember 3, 2025
From Complex to Simple: How We Built seekdb for the AI Era
ENGINEERING

From Complex to Simple: How We Built seekdb for the AI Era

AI era doesn't need another heavy, complex enterprise database. It needs agility. It needs flexibility. We went back to the drawing board to understand what an AI application actually needs from a database. Our answer is OceanBase seekdb

Mike LiuNovember 28, 2025