CrewAI v1.16 Multi-Agent Customer Support Engine: Automated Ticket Resolution Blueprint
Deploy a production-ready role-based multi-agent support team using CrewAI v1.16 hooks, WaitTool, and SLA tracking.
Step-by-step production AI workflow architectures, event loops, and agent orchestration for builders.
Deploy a production-ready role-based multi-agent support team using CrewAI v1.16 hooks, WaitTool, and SLA tracking.
Architect enterprise corporate RAG workflows using FastMCP 2.0 decorators and LangGraph state machines with automated vector search fallback.
Build automated document compliance guardrails following Microsoft's DELEGATE-52 benchmark to prevent multi-modal accuracy drift in enterprise AI.
Architect enterprise multi-agent workflows using Microsoft Agent Framework 1.0 (MAF) and evaluate its performance against LangGraph v0.7.
Build resilient, long-running agentic workflows combining n8n v2.34 visual event triggers with LangGraph stateful graph orchestration.
Deploy production-grade role-based multi-agent teams using CrewAI v1.15 execution hooks, WaitTool capabilities, and state serialization.
Architect serverless Model Context Protocol tool servers using the 2026-07-28 stateless request-response specification update.
Learn how to build low-latency real-time voice AI agents using LiveKit WebRTC SDK v2.0, OpenAI Realtime API, and custom turn-detection engines.
Master Mastra TS durable state machines for deterministic multi-agent swarms in TypeScript. Includes full OpenTelemetry & state persistence code.
Build type-safe multi-agent workflows in TypeScript with Mastra TS v0.1. Learn state persistence, OpenRouter routing, and FastMCP integration.
Deploy an agentic data pipeline ETL reconciler with Mastra & FastMCP in 2026. Detect schema drift, auto-heal broken dbt models, and validate Snowflake/BigQuery.
Run the 744B-parameter GLM-5.2 MoE model on consumer hardware with Colibri's pure-C expert streaming engine. 25GB RAM, 5-12 tok/s on CPU, 14.7K stars, MIT license.