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Agent Audit Logger

Every agent call logged. SOC 2 ready.

A lightweight Python middleware that wraps any agent framework (LangChain, CrewAI, AutoGen, n8n, Hermes) and logs every tool call — what was invoked, what data passed through, what changed. Output as JSON to file or Google Sheets. Exportable PDF reports for compliance.

Target: startups that need SOC 2 prep but can't afford $10K/mo enterprise stacks.

Features

• Framework-agnostic middleware — wrap any Python callable or agent tool function
• JSON log rotation — daily rolling files with optional gzip compression
• Google Sheets export — real-time audit trail in a shared sheet
• PDF compliance reports — cover page, executive summary, detailed entry table, checksums
• Tamper-evident — each entry includes a SHA-256 checksum
• Session tracking — correlate all calls from a single agent run

Quick Start

pip install agent-audit-logger

Basic usage

from agent_audit_logger import AuditLogger, AuditEntry, AuditMiddleware
from agent_audit_logger.exporters.json_logger import JsonLogExporter

# Create logger and add JSON output
logger = AuditLogger()
logger.add_exporter(JsonLogExporter("audit_logs/"))

# Create middleware
middleware = AuditMiddleware(logger, agent_name="my_agent")

# Use as a decorator
@middleware(tool_name="search_web", tags=["search"])
def search_web(query: str) -> str:
    return f"Results for {query}"

# Or wrap existing functions
wrapped_func = middleware.wrap(
    my_existing_tool,
    agent_name="worker",
    tool_name="my_tool",
)

# Log manually
entry = AuditEntry(
    agent_name="my_agent",
    tool_name="web_search",
    tool_input={"query": "SOC 2 compliance"},
    tool_output="Results...",
    duration_ms=1200.5,
)
logger.log(entry)

LangChain integration

from langchain.tools import Tool
from agent_audit_logger import AuditLogger, AuditMiddleware

logger = AuditLogger()
logger.add_exporter(JsonLogExporter("audit_logs/"))

middleware = AuditMiddleware(logger, agent_name="langchain-agent")
wrapped_tools = AuditMiddleware.wrap_langchain_tools(middleware, tools_list)

CrewAI integration

middleware = AuditMiddleware(logger, agent_name="crewai-agent")
AuditMiddleware.wrap_crewai_tools(middleware, crew_tools_list)

Generate PDF report

report_path = logger.generate_report(
    "compliance_report.pdf",
    title="Q3 SOC 2 Audit Log",
    date_range=("2025-01-01", "2025-03-31"),
)

Log rotation

# Manual rotation (happens automatically on file size threshold)
summary = logger.rotate(archive=True)

Configuration

Pricing

• $49/mo — Up to 3 agents, 10K logs/month
• $99/mo — Unlimited agents, 50K logs/month, PDF exports

License

MIT