CameoDB v0.2.3: Battle-Tested Stability for Agentic AI Workflows
MCP Streamable HTTP transport, cross-node distributed sorting, jemalloc memory management, writer core pinning, and a 4-phase graceful shutdown. The m
Writing
Engineering notes
Releases, architecture and benchmarks from the engine. 9 posts.
Release v0.2.3
Data Loading
From Zero to a Million Jokes: Loading Hugging Face Datasets into CameoDB
CameoDB is running, you've tested it with the books index from Quickstart. Now let's load something bigger. One CLI command, one million Reddit jokes
MCP Server
Native MCP Server: Give AI Agents Direct Database Access
How CameoDB's built-in Model Context Protocol server enables Claude, Cursor, and Windsurf to query your data instantly.
Performance
Microsecond Latency: Benchmarking CameoDB's Zero-Copy Architecture
How Rust's ownership model and zero-copy serialization deliver sub-millisecond query performance at scale.
Leaderless Mesh
Leaderless Mesh: How CameoDB Scales Without Consensus
Zero master nodes, no Raft, no Paxos. CameoDB uses consistent hashing and Kademlia DHT for peer discovery and automatic data distribution across the c
Full-Text Search
Search Everything: Full-Text Indexing with Tantivy Under the Hood
Inverted indexes, relevance scoring, phrase queries, and field-level boosting. Explore how Tantivy powers CameoDB's hybrid search architecture with in
Hybrid Storage
Redb + Tantivy: The Atomic Dual-Engine at CameoDB's Core
ACID-compliant KV storage meets full-text search in a single atomic transaction. Explore how CameoDB's hybrid architecture delivers consistency, durab
Release v0.2.2
CameoDB v0.2.2: What's New in the Latest Stable Release
Performance improvements, new query operators, enhanced distributed stability, and expanded platform support. Discover the highlights of CameoDB v0.2.
Transaction Model
ACID Guarantees in a Leaderless World: CameoDB's Transaction Model
How CameoDB delivers ACID guarantees across a distributed leaderless mesh without consensus algorithms. Explore atomic transactions, isolation levels,