Blog
Technical writing on agent memory, MCP, and AI infrastructure.
1 March 2026·8 min read
Why Agent Memory Matters: The Context Problem in Multi-Agent Systems
Every time your AI agent starts a new conversation, it forgets everything. Here's why that's a bigger problem than you think — and what a proper memory layer looks like.
architecture
agents
mcp
1 March 2026·12 min read
Building a Production MCP Memory Service: What We Learned
pgvector, HNSW indexing, multi-tenant row-level security, adaptive ef_search tuning — the engineering decisions behind Rembr's MCP memory server.
engineering
postgresql
mcp
vector-search