Production AI Workflows & Multi-Agent Blueprints

Cisco and Rockwell's converged industrial architecture connects PLC telemetry to cloud AI; this LangGraph workflow ingests OPC UA / MQTT signals through an edge gateway into a time-series store, runs anomaly detection and predictive maintenance, updates the MES, confirms safety interlocks locally, and routes every machine-affecting action through a human gate.

HoneyBook's new Claude connector turns proposals, contracts, invoices, and client messaging into an API an agent can drive; this LangGraph workflow drafts documents in the owner's voice, tracks money status, auto-follows-up on a cadence, and escalates unpaid invoices to a human before the relationship sours.

AWS's DevOps agent traces CI/CD failures back to the exact commits and PRs that caused them; wrap that capability in a LangGraph workflow that ingests failures, correlates blame via the GitHub API, triages root cause, opens auto-fix PRs, and gates merges behind a regression check and a human approval node.

Microsoft's real-time agent protection evaluates the agentic loop before actions run; wrap it in a LangGraph pre-tool gate that enforces allowlists, detects anomalies, blocks, and auto-remediates.

QF-Test 11.0.1 exposes its automation engine as an MCP server, so Claude Code can discover tests, run suites, analyze failures, and gate releases through one LangGraph loop.

BNB Agent Studio v2 lets agents get hired and paid onchain; wrap the ERC-8183 hire-to-settlement flow in a LangGraph state machine with a human approval gate and Altana wallet limits.

Veo 3.1 and Lyria 3.5 are callable APIs, which makes a script-to-screen media pipeline an agent problem. Here is the LangGraph implementation with parallel generation and a review gate.

The 2026-07-28 MCP spec removed the session; Enterprise-Managed Authorization lets your IdP authorize agents with no consent popups. This is the LangGraph reference implementation.

OpenClaw gives agents live browser, terminal, and desktop control; LangGraph gives them state. Here is a supervisor-plus-workers reference implementation with typed retries.

Scale the Model Context Protocol to 10M RPM with Bifrost MCP Gateway. Master connection pooling, multi-tenant rate limiting, and sub-millisecond proxy routing.

Achieve 99% uptime with Nvidia Nemotron 3.5 Lightning 30B MoE. Master TensorRT-LLM FP8 compilation, sub-25ms TTFT, and zero-downtime failover routing.

Explore TCS AgentHub for enterprise pharma R&D compliance in 2026. Automate clinical trace matrices, enforce GxP regulations, and guarantee 100% audit readiness.