Your mission
Your mission
Your mission
Frameworks, developer tools, RAG, memory, evaluation, and architecture for builders.
Best for: Engineers, architects, and technical founders.
Developer
Why this is useful: The agent runtime becomes part of the agent's behavior. Agents learn tool latency, shell behavior, filesystem structure, browser quirks, and failure patterns. Moving from one runtime to another creates silent quality regressions: a new form of distribution shift called runtime shift.
Developer
Why this is useful: Most AI database tools work like a magic 8-ball: one question, one answer, and if it is wrong, too bad. Schema Weaver's Data Explorer uses a multi-step agentic loop to reason through complex schema creation, execute validated PostgreSQL tools, recover from errors, and ask for your approval before changing anything.
Architect
Why this is useful: The medallion has become so familiar that we have stopped examining the metaphor. Bronze, Silver, Gold trains us to think additively. The semantic layer is not a separate layer; it is what the Gold layer becomes when you stop treating it as clean tables and start treating it as a knowledge graph.
Developer
Why this is useful: RAG systems often fail before the LLM is even involved. The retriever may fail to locate the appropriate context, rank it too low, or retrieve excessive noise. To improve something you first need to measure it. Seven metrics to establish a baseline and guide improvement.
Developer
Why this is useful: Even if a model has a 400K token context window, after a certain limit it gives bad results due to context poisoning. Covers why most LLM demos feel magical at first and how context engineering disciplines the retrieval layer to maintain coherence at scale.