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Anthropic has released a 33-page blueprint detailing production architecture patterns for building effective AI agents, including single, sequential, parallel, hierarchical, and evaluator-optimizer patterns, based on practices from Claude, Coinbase, Stripe, and Intercom.
Boxwood Chess is a chess pattern training tool without timers, streaks, or ratings.
The article explains three patterns of Generative UI (Controlled, Declarative, Open-ended) and how CopilotKit implements them via the AG-UI protocol for building dynamic agent-driven interfaces.
The Violation Situation Pattern (VSP) reifies compliance violations as persistent graph nodes with lifecycle states and audit history, enabling durable, queryable violation records that can evolve detection logic without invalidating accumulated history.
This post presents a pattern for building personal knowledge bases using LLMs, offering a structured approach for leveraging large language models in knowledge management.