AI Workflows

Supply chain disruptions cost the global economy $4 trillion annually, and most companies only monitor their direct suppliers — leaving tier-2 and tier-3 vendors invisible. This workflow builds chain-watch, a LangGraph agent pipeline that monitors suppliers across multiple tiers, scores risk using structured signals, and triggers automated mitigation actions when thresholds are breached.

Edge computing meets autonomous agents. Architect a multi-region swarm using Cloudflare Workers AI and LangGraph 2.0 to slash latency to sub-10ms for global users.

The future of retail is agentic. Deploy autonomous headless commerce agents using Shopify Hydrogen and Pinecone Serverless RAG for 10x personalization.

Say goodbye to 3 AM wake-up calls. Discover how to combine PagerDuty Copilot with PydanticAI to build a self-healing, autonomous infrastructure triage engine.

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.

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

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.