Engineering & updates
Design decisions, benchmarks, and announcements from the db0 team.
Claude Code is testing auto-dream. db0 ships memory consolidation today.
db0's memory consolidation clusters related facts and merges them automatically — auditable, configurable, and available across every integration. Here's how it works and how it compares to Claude Code's auto-dream.
OpenClaw agents can dream now
db0 v0.3.0 adds memory consolidation to OpenClaw. Like Claude Code's auto-dream, but it works today and you can see what it changed.
Claude Code remembers your project. It doesn't remember you.
Claude Code's memory is scoped per git repo. Personal preferences have to be re-taught in every new project. Here's how to fix it.
How Claude Code memory actually works
A source-code reading of Claude Code's memory systems: CLAUDE.md files, auto memory, background extraction, overnight consolidation, and Sonnet-based recall.
How to give your Vercel AI SDK chatbot long-term memory
AI SDK v5 handles chat persistence. It does not handle cross-session memory. Here's how to add it in 30 lines.
LangChain memory is deprecated — what to use in 2026 (JavaScript)
Three memory APIs in 18 months, each deprecated the last. Here's the root cause and how to decouple your memory layer.
Why your AI agent forgets everything between sessions
Agent memory is a data management problem that the AI community keeps solving with retrieval tools. Here's why that doesn't work.
Building a memory system for OpenClaw
We built an OpenClaw memory plugin with the ContextEngine interface and learned that context delivery is the easy part.
Why OpenClaw forgets
Agents forget for three different reasons, and mixing them up sends you fixing the wrong thing.
How OpenClaw's memory system works
LLMs don't remember anything. OpenClaw fakes it with files, conversation history, and search. Here's how.