Agent Blackbox

A forensic toolkit to trace AI agent work from request to proof.

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Why it exists

Forensic evidence for every agent-operated workflow.

Agent Blackbox records observable actions, controls, commands, files, diffs, and checkpoints so teams can prove what happened, who owned the run, and whether the evidence changed later.

Autonomous work needs recordsTools, permissions, commands, files, and external boundaries.
Tamper-evident recordPrompts, tool calls, access, diffs, payload hashes, and custody.
BYO S3 or hostedCustomer bucket and decrypt authority, or hosted S3 for managed custody.
Insurance-ready audit trailEvidence for CISOs, auditors, and AgentCover underwriters.
Trace toolkit

The detail is there when scrutiny starts.

Expand the record by developer flow, forensic timeline, remote custody, registered identity, sealed audit evidence, and insurance readiness.

Use native streams where available and process, PTY, filesystem, and git observations where not. Start with coding agents like Codex, Claude Code, Cursor, Hermes, and OpenClaw; extend to autonomous workflows like n8n, LangGraph, and custom harnesses.

Install into the existing agent workflow

Keep the tools your teams already use.

AgentBox wraps Claude Code, Cursor, Codex, n8n, LangGraph, and supervised workspaces, then writes sealed evidence to hosted custody or your own S3 compatible bucket.

  • One-time setup connects registered operators, agent instances, IDEs, CLIs, and workflow runners.
  • When evidence encryption is configured, high-assurance runs retain encrypted payloads and fail closed without the key.
  • Admin views use redacted previews and stable hashes, so evidence can be searched without exposing full payloads.
  • Hosted S3 custody is available for managed runs; enterprise deployments can bring an S3 compatible bucket they control.
  • High-assurance policies can fail closed when sealed evidence cannot be written.
agentbox quickstart
# Install once
agentbox install
agentbox connect codex
agentbox connect claude-code
agentbox connect cursor
agentbox connect n8n

# Developers keep their flow
Claude Code: review the PR
Cursor: fix the failing tests
Codex: ship the change
n8n / LangGraph: workflow observed

evidence sealed automatically
custody: your S3 bucket or hosted AgentBox
Evidence chain

From human intent to sealed incident record.

Local bundles help with review and debugging. Remote signed traces, encrypted payload custody, retention metadata, and timestamp proof material support independent verification by auditors, buyers, and insurance partners.

Insurance layer

Once agents have a black box, they can become insurable.

AgentCover is the insurance layer for autonomous AI agents. Agent Blackbox supplies the runtime evidence underwriters need: authority, actions, controls, policy context, payload hashes, diffs, verification status, and custody metadata.

Explore AgentCover Inspect a sealed run