Production AI Workflows & Multi-Agent Blueprints

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.

Explore how to manage explosive multi-agent tool traffic safely across diverse tenants using the open-source Bifrost MCP Gateway paired with Temporal workflows.

Discover the high-performance architecture using Nvidia's Nemotron 3.5 Lightning 30B MoE with LangGraph and vLLM to scale multi-agent tool execution in 2026.

Learn how the newly launched TCS AgentHub and PydanticAI are revolutionizing Pharma R&D by ensuring type-safe data pipelines and compliant audit trails.

Y Combinator open-sourced QM (MIT license, GitHub org yc-software) as a multiplayer multi-agent harness built for a whole company rather than a single user - it runs YC's own accounting, legal, events, and engineering work, including developing QM itself. Cloud-first with native Slack and web interfaces and model-agnostic across Pi, OpenCode, Codex, and Claude Code. This dispatch builds company-harness, a LangGraph workflow with a task intake router, a role router dispatching to role-appropriate agents on swappable model backends, an approval board for cross-role decisions, unified observability and audit, and a self-improvement loop that files tasks back into the queue.

Tencent Cloud's TencentDB Agent Memory crossed 20,000 GitHub stars in 90 days (August 13, 2026) and shipped Team Memory, extending long-term agent memory from a single user to a whole team - conversations, documents, code, and institutional knowledge shared across agents. This dispatch builds team-mem, a LangGraph workflow with a memory-writer that extracts durable facts into a vector + knowledge-graph + KV pool, a memory-reader that fuses vector similarity, entity linkage, and recency behind per-team namespaces and ACLs, and a conflict-resolution node that supersedes contradictions.

On August 17-18, 2026 Alipay unveiled China's first full-stack agentic-commerce platform, letting merchants convert pages and service workflows into agent-ready Skills and MCP tools consumed through Ah Bao (10,000+ AI services, 5 smartphone brands, 16 automakers) over the AHA protocol suite and ACT 2.0 trust protocol. This dispatch builds commerce-orch, a LangGraph workflow that takes consumer intent, discovers Skills, performs a cross-provider A2A-style handshake, gates everything behind a spend-ceiling trust layer, executes payment and fulfillment, and appends every decision to a hash-chained audit ledger.