Been building out more patterns for AgentOracle integration and wanted to share what’s working in production agent systems.
Three patterns that cover most real deployment scenarios:
- Verify-then-act gate — single claim, binary decision, free via /verify-gate
- Decompose and score — paragraph output, per-claim verdicts, keep the good claims and correct the bad ones
- Multi-agent supervisor — CrewAI crew where one agent writes and one agent verifies before anything ships
New in this tutorial: Pattern 3 now uses Decixa resolve() for dynamic provider discovery — the supervisor finds the best verification endpoint automatically rather than hardcoding AgentOracle.
All three patterns tested live with real output, not mocked.
Full tutorial: 3 Agent Integration Patterns for Claim Verification (LangChain + CrewAI + MCP) - DEV Community
Free to test: agentoracle.co
pip install langchain-agentoracle