enterprise-RAGhybrid-retrievalrerankingvector-databaseRBACRAGASprivate-AIGraphRAGLLM-guardrailsAI-compliance
AIThe most common mistake in discovery calls is a stakeholder describing a chatbot project using agent language ("it should be smart and handle anything"). Before scoping anything, get explicit about which systems the agent needs write access to. If the answer is "none, it just answers questions," you likely need a well-grounded RAG chatbot, not an agent — simpler, cheaper, faster.
AIThe Shift to Cloud 3.0: Architecting Low-Latency Apps With On-Device AI :root { --sp: 0.28s; } [data-theme="dark"]…
AIThe most effective Manager Agent implementations share four design principles: (1) Explicit capability registry — the manager knows exactly what each worker agent can and can't do, and this knowledge is structured data, not emergent from a system prompt. (2) State-based rather than event-based coordination — the manager tracks the current state of each agent and the overall goal rather than responding to events as they arrive.