aegis-ledger-sdk 0.1.0

Tamperproof execution ledger for AI agents. Log every tool call, decision, and error to a cryptographically verifiable audit trail.

Aegis Ledger SDK

Tamperproof audit logs for AI agents.

When autonomous agents take actions, their logs become legal evidence. Aegis hash-chains every tool call, signs it with Ed25519, and stores it on the Internet Computer — where no one can edit it. Not you, not your ops team, not the hosting provider.

pip install aegis-ledger-sdk

The Problem

Your AI agent just autonomously called a payment API, transferred $47,000, and the client says it wasn't authorized. Your logs are in CloudWatch. The client's lawyer asks: "Can you prove these logs haven't been edited since the incident?"

You can't. Aegis fixes this.

Quickstart

from aegis import AegisClient

client = AegisClient(
    canister_id="toqqq-lqaaa-aaaae-afc2a-cai",  # From dashboard
    api_key_id="ak_3f8a9b2c1d4e5f60",            # From dashboard
    private_key_path="./agent_key.pem",            # aegis keygen
    agent_id="agent_billing_v2",
)

@client.trace()
def call_stripe(amount: int, currency: str) -> dict:
    return stripe.PaymentIntent.create(amount=amount, currency=currency)

# Every call is now tamperproof-logged:
#   SHA-256(input) + SHA-256(output) + Ed25519 signature + hash-chain link

Verify any entry — no authentication required:

aegis verify toqqq-lqaaa-aaaae-afc2a-cai act_a7f3b2c19e4d
# VERIFIED — chain hash valid, signature valid

Framework Integrations

LangChain

from aegis.langchain import AegisCallbackHandler

handler = AegisCallbackHandler(client)
agent.invoke({"input": "Process refund"}, config={"callbacks": [handler]})

CrewAI

from aegis.crewai import aegis_step_callback

crew = Crew(agents=[...], tasks=[...], step_callback=aegis_step_callback(client))

OpenAI Agents SDK

from aegis.openai_agents import AegisTracingProcessor

processor = AegisTracingProcessor(client)
# Automatically traces all agent runs

AutoGen / AG2

from aegis.autogen import AegisAutoGenHook

hook = AegisAutoGenHook(client)
# Hook into AutoGen message flow

Async & Batch Support

# Async functions work directly with @trace
@client.trace()
async def fetch_data(url: str) -> dict:
    async with aiohttp.ClientSession() as session:
        resp = await session.get(url)
        return await resp.json()

# Batch-log multiple entries with correct hash-chaining
client.log_batch([
    {"tool": "search", "status": "ok", "input_data": "query"},
    {"tool": "summarize", "status": "ok", "input_data": "results"},
])

PII Protection

PII is automatically detected and redacted before transmission (enabled by default):

client = AegisClient(..., redact_pii=True)  # default

# Detected patterns: email, phone, IP, SSN, AHV (Swiss), credit cards
# PII is replaced with sha256:<128-bit hash> — verifiable but not reversible

How It Works

Your Agent                    Aegis SDK                    ICP Canister
    |                             |                             |
    |-- call_stripe(500, "usd") ->|                             |
    |                             |-- SHA-256(input)            |
    |                             |-- SHA-256(output)           |
    |                             |-- Ed25519 sign ------------>|
    |                             |                    verify signature
    |                             |                    check sequence
    |                             |                    chain_hash = SHA-256(
    |                             |                      prev_hash + payload
    |                             |                    )
    |                             |                    store immutably
    |                             |<-- action_id ---------------|
    |<-- return result -----------|                             |

Fail-open: if canister unreachable, entries buffer locally and retry.

What Gets Logged

Field	Description
input_hash	SHA-256 of full input (raw data never stored on-chain)
output_hash	SHA-256 of full output
tool	Tool/API name
duration_ms	Wall-clock execution time
chain_hash	SHA-256 linking to previous entry
payload_signature	Ed25519 signature from your agent's key
sequence_number	Monotonic counter (gap detection)

What does NOT get logged: Raw payloads, API keys, secrets, PII. Only hashes — you control your data.

Compliance

Generate court-admissible compliance reports:

from aegis.report import generate_report, generate_pdf, ReportFormat

report = generate_report("toqqq-...", format=ReportFormat.EU_AI_ACT, stats=stats, health=health)
generate_pdf(report, "compliance-report.pdf")

Supported frameworks: EU AI Act Art. 12, ISO/IEC 42001, AIUC-1 (insurance underwriting).

Links

• Dashboard
• Documentation
• GitHub

Normal logging = trust the system. Aegis = verify the record.

License

MIT