ironshard.log, v1.0, live

Know What Your AI Did.
Exactly.

Your AI tools are touching company data right now, agents, pipelines, automations, integrations. Do you know what they accessed, and what they did with it?

ironshard-log, live stream

One line of code.
A complete audit trail.

Connect IronShard Log to your agent in minutes. From that point forward, every file access, every read, every write is logged automatically, tamper-proof, and exportable.

No infrastructure changes. No custom pipelines. Just answers.

agent_setup.py
# Install
pip install ironshard-log

# Connect
from ironshard import Log

log = Log(
  api_key="is_live_xxxx",
  agent_id="agent-finance-01"
)

# That's it. Logging starts now.
log.attach(agent)

What gets logged

Every query. Every file. Every action, with a timestamp, an agent ID, and a reason when your workflow provides one.

Timestamp

Millisecond-precision UTC on every event, signed at the moment of write.

14:22:11.483Z

Source Identity

Every entry is tagged with a named source: an agent, user, script, or service. Know exactly what touched your data.

agent · user · pipeline

File and Path

Full object path for every file accessed, read, written, or queried. Nothing omitted.

/datasets/q1/payroll.csv

Action Type

READ, WRITE, DELETE, QUERY, INFER, each action class tagged and filterable.

READ · WRITE · INFER

Reason Field

If your agent provides a reason for the action, it is captured alongside the event.

reason: "quarterly audit"

Export Ready

Every log is structured JSON, exportable on demand for regulators or your own team.

JSON · CSV · PDF

Built for the question you'll eventually be asked.

"Which data did your AI use to make that decision?"

Your regulator. Your client. Your own team.

When that question arrives, the answer is already there. Structured, signed, and exportable in one click.

audit_report_q1_2025.json
agent_idagent-legal-03
period2025-01-01 → 2025-03-31
total_events14,882
policy_violations0
anomalies_flagged2 (reviewed)
log_integrity✓ SHA-256 verified
export_formatJSON · PDF · CSV

Not just logs.
Evidence.

IronShard Log records are immutable. They cannot be edited, deleted, or backdated. What happened, happened, and you can prove it.

event sealed — 14:22:14.102 UTC
14:22:14agent-legal-03READ /contracts/vendor_xyz.pdf
sha2563f9a2d1c8b7e4f0a6c5d...✓ signed

Written once, sealed immediately

Every entry is cryptographically signed at the moment of write. No window for modification.

sha256: a3f8c9d...

Deletion blocked at infrastructure level

Retention policies are enforced below the application layer. No admin override.

policy: immutable_90d

Chain verification on export

Exported reports include a hash chain so recipients can verify no entries were removed.

integrity: ✓ verified

Stored across IronShard's erasure-coded fabric

Logs are fragmented across providers. No single cloud holds the full record.

6 nodes · 3 providers

Works with what you already use.

Connects to any S3-compatible storage and works with the tools you already use. If something can read a file, IronShard Log can record it.

LangChainAutoGenOpenAILlamaIndexCrewAIAWS S3MinIOAzure BlobGCSCustom AgentsREST API