#architecture
5 articles exploring architecture. Expert insights and analysis from our editorial team.
Articles
Sessa Breaks the Mamba-or-Transformer Binary: Distance-Invariant Retrieval Forces a Rethink of Long-Context Architecture Choices
Sessa embeds attention inside a recurrent loop, outperforming Transformer and Mamba on long-context tasks. The interaction topology matters more than the attention-SSM ratio.
Vector Search at Scale: Architectures That Handle Billions of Embeddings
Vector search at scale requires distributed architectures, approximate nearest neighbor algorithms like HNSW and IVF, and intelligent sharding strategies. Leading implementations can query billions of embeddings in milliseconds with 95%+ recall.
Memory: The Missing Piece in AI Agents
Why memory is the critical bottleneck in AI agent architecture, how RAG and vector databases solve part of the problem, and where the field is heading next.
AI Coworkers Are Here: Building Persistent Memory Into Your Agents
Discover how to build AI coworkers with persistent memory using RAG, vector databases, and context compression—the architecture powering the next generation of autonomous agents.
Building Your Own OpenClaw: A Technical Deep Dive
Learn how to build a personal AI assistant from scratch using OpenClaw's architecture, integrating WhatsApp and Telegram bots with enterprise-grade security practices.