atb-sdk 1.0.0

ATB (Agent Trace Bundle) Python SDK — tamper-evident audit trails for AI agent workflows

ATB Python SDK

The official Python SDK for ATB (Agent Trace Bundle) — tamper-evident, replayable audit trails for AI agent workflows.

Installation

pip install atb-sdk

With LangChain integration:

pip install atb-sdk[langchain]

Quick Start

from atb import Bundle

# Create a new bundle
bundle = Bundle()

# Append events
bundle.append("dev.session", {
    "date": "2025-01-15",
    "features_built": ["hash chaining", "CLI init"],
    "blockers": ["RFC 8785 library compatibility"],
})

bundle.append("decision", {
    "choice": "Go over Rust for CLI",
    "reason": "Solo founder velocity",
    "alternatives": ["Rust", "Python-only"],
})

# Save to disk
bundle.save("run.atb/bundle.atb")

# Later — reload and verify integrity
b = Bundle.load("run.atb/bundle.atb")
b.verify()  # Raises ATBVerificationError if tampered
print(f"Verified {len(b)} events — chain intact.")

LangChain Integration

from atb import Bundle
from atb.integrations.langchain import ATBCallbackHandler
from langchain.chat_models import ChatOpenAI

bundle = Bundle()
handler = ATBCallbackHandler(bundle, auto_save=True)

llm = ChatOpenAI(callbacks=[handler])
# All LLM calls are now automatically recorded in the bundle.

License

MIT