Production AI Workflows & Multi-Agent Blueprints

AI coding agents can write code but should not blindly execute database migrations. This MCP server gives coding agents the tools to safely manage database schema changes: diff, plan, validate, and apply with automatic rollback on failure.

Automate global data compliance and workload routing across jurisdictions using a multi-agent CrewAI system backed by Temporal for durable execution.

Automate your AI governance to ensure seamless compliance with the EU AI Act.

Scale your autonomous operations without breaking the bank using DeepSeek V4-Flash.

Master dynamic model routing using OpenAI's latest GPT-5.6 Sol and Luna models.

Learn to build resilient autonomous agent swarms that automate complex enterprise onboarding workflows dynamically.

Build a real-time fact-checking architecture capable of analyzing live video and audio streams using Kafka and Gemini.

Automate the ingestion and synthesis of scientific research papers using a multi-agent system orchestrated by Airflow.

NHIs now outnumber human identities ~144:1 in cloud-native environments. This workflow automates the full agent identity lifecycle: least-privilege scoped provisioning, automatic rotation, and de-provisioning, backed by a central identity store.

CUA agents operate the real GUI instead of emulating an API. Build a production workflow that captures screenshots, decodes action tokens (click, type, wait, validate), and guards every step with accessibility-tree validation and HITL checkpoints.

Accounts payable is now the top enterprise agent deployment. Architect a PydanticAI + Temporal workflow that does three-way invoice matching (PO, receipt, invoice), resolves exceptions with LLM judgment under deterministic business rules, and reconciles payments with an audit trail.

Make long-running agent workflows crash-proof: LangGraph 1.x checkpoints resume interrupted runs, while Temporal handles durable scheduling and human-in-the-loop approval gates that pause and resume safely.