Vendor risk review
Records search, human approval, x402 enrichment payment, and final cleared outcome.
Enterprise agent infrastructure
Agent Payment Ledger
A payment-aware ledger for autonomous agents. Inspect tool calls, approval gates, retries, errors, x402 payments, and final outcomes in one audit trail.
3seeded vendor-risk runs
6agent event types
1Splunk-ready export path
What judges can inspect
The demo is not another chat interface. It is operational evidence for teams asking what an autonomous workflow touched, spent, retried, blocked, and finished.
Supplier onboarding
Flaky tool call, retry evidence, recovered workflow, and spend attribution by agent.
High-risk payment
Approval request, rejection, blocked paid action, final error state, and exportable JSON.
Small SDK surface
Agent Payment Ledger works around existing agent runtimes. Wrap the workflow, emit events, and keep the agent stack you already use.
const run_id = await startRun({
agent,
workflow
});
await trackToolCall({
run_id,
step_name,
tool_name,
fn
});
await trackApproval({
run_id,
approval_status
});
await trackPayment({
run_id,
endpoint,
cost,
currency
});
await finishRun({
run_id,
status,
summary
});
Designed for NandaHack-style infrastructure evaluation and Splunk Agentic Ops telemetry. The
Splunk HEC adapter in
adapters/splunk-hec exports run events as
agentops:run_event.
Submission assets
Everything needed to judge, run, inspect, and adapt the project is public.
Public launch page
Shareable evidence board with the hosted video, Splunk packet, MCP map, and honest open gates.
Proof graph
Canonical root for current status, proof nodes, screenshots, blockers, last-verified date, and proof JSON.
AgentOps.ai contribution draft
Local-only x402 paid-API telemetry example plan for the real AgentOps.ai project, with no affiliation claim.
Hackathon case study
Problem, build, evidence, judging angle, and next submission gates in one public brief.
Architecture
Agent SDK, local ledger, export API, Splunk HEC, and Splunk AI workflow path.
Splunk Agentic Ops
Export a selected run to Splunk HTTP Event Collector for security and ops investigation.
Indexed Splunk proof
A blocked run exported through HEC and appeared in Splunk as five agentops-ledger events.
Splunk investigation pack
SPL searches, a splunk_run_query tool map, and Splunk AI Assistant / MCP prompts for agentops:run_event investigations.
Splunk MCP tool map
Maps each AgentOps investigation search to the official splunk_run_query MCP tool without claiming execution proof.
Splunk submission packet
Devpost-ready project copy, evidence links, MCP alignment, and explicit no-overclaim boundary.
TechEx/lablab packet
Submission-ready framing for enterprise AI governance and B2B FinOps audit trails.
TechEx/lablab slide presentation
Public slide page for the enterprise-agent audit trail and x402 payment telemetry story.
Agent Academy Special Ops
Microsoft Graph API route for recording a read-only external-system probe as payment-ledger evidence.
Microsoft Graph adapter
Credential-free $metadata probe that emits run_microsoft_graph_metadata_probe.
Graph probe evidence
Live public Microsoft Graph API metadata probe captured as Agent Payment Ledger event JSON.
Outcome tracker
Submission gates, social launch, feedback, and prize/no-prize results tracked without overclaiming.
Feedback issue
Direct review surface for what evidence builders need before trusting agents with tools, approvals, retries, and payments.
Video hosting package
YouTube/Vimeo/Youku title, description, tags, upload checklist, and agentops-ledger-video-thumbnail.png.
NandaHack demo
Public 46-second product walkthrough for enterprise-agent infrastructure review.
Release MP4 backup
Captioned source asset retained for reviewers who want the exact release file.