Developer Guides
Build AI workflows.
Step-by-step help for connecting AIGP to the tools and frameworks where your AI runs.
Integration profiles show the boundary: observability-only guides record evidence; enforcement-capable guides include a protected action boundary; replay-capable guides include a compatible controlled replay path.
Run OpenAI Runtime Causal Audit
Change one tool result in a safe OpenAI replay and see whether that change affects the final answer.
Prompt Change to Governance Decision
See how a prompt change is tested, checked against a rule, and given a final decision.
Build LangGraph Operations Assistant
Record a protected local operation and learn exactly where simulated authorization stops.
Build Governed LangGraph Agent
Take a banking agent from delegation and authorization through receipts, recovery, replay eligibility, and causal investigation.
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11 guides
Run OpenAI Runtime Causal Audit
Change one tool result in a safe OpenAI replay and see whether that change affects the final answer.
Agent Tool Evidence to Causal Audit
Combine several tool results, safely change one value, then see whether the change affected the outcome.
Prompt Change to Governance Decision
See how a prompt change is tested, checked against a rule, and given a final decision.
Connect OpenAI Agents SDK workflow
Connect an OpenAI agent and review its model turns and local tool call in AIGP.
Observe OpenAI Agents SDK handoffs
Follow work passed between two OpenAI agents and review the local tool call they make.
Connect Claude Agent SDK workflow
Connect a Claude agent that uses a local MCP tool, then review a safe record of what happened.
Observe Claude Agent SDK SubAgents
Follow a Claude agent handing work to a research helper, then review its local policy lookup.
Connect LangGraph Workflow
Connect a LangGraph workflow and inspect each recorded step in AIGP.
Build LangGraph Operations Assistant
Record a protected local operation and learn exactly where simulated authorization stops.
Build Governed LangGraph Agent
Take a banking agent from delegation and authorization through receipts, recovery, replay eligibility, and causal investigation.
Connect Google ADK Workflow
Connect a Google ADK workflow and see the same safe activity record used for other agent tools.