Agent orchestration

Autonomous repair team at work

Each specialist agent produces structured output, then hands off evidence to the next stage of the software waste audit.

Audit package

Bloated SaaS backend

7 signals scanned

Monthly waste

$1,670

Cost waste detected before repairs

Carbon waste

92 kgCO2e

Avoidable monthly footprint

AI duplication

38%

Avoidable repeated model calls

Multi-agent run

Visible agent state for a three-minute demo narrative.

Run progress0%
running

Crack Finder Agent

Scans package metadata, Dockerfile signals, workflow YAML, API logs, and repository structure for software waste cracks.

Confidence

91%

waiting

Cloud Waste Agent

Queued for the next handoff.

Confidence

88%

waiting

Carbon Accountant Agent

Queued for the next handoff.

Confidence

84%

waiting

Repair Planner Agent

Queued for the next handoff.

Confidence

87%

waiting

Risk Verifier Agent

Queued for the next handoff.

Confidence

83%

waiting

X402 Payment Agent

Queued for the next handoff.

Confidence

90%

waiting

Governance Policy Agent

Queued for the next handoff.

Confidence

91%

waiting

Security Inspection Agent

Queued for the next handoff.

Confidence

88%

waiting

Impact Report Agent

Queued for the next handoff.

Confidence

86%

waiting

Audit Trail Agent

Queued for the next handoff.

Confidence

95%

Agent handoff summary

Crack Finder Agent

91%

Detected 6 software cracks across build, dependency, API, and code paths.

Cloud Waste Agent

88%

Identified $620/month of cloud and infrastructure waste.

Carbon Accountant Agent

84%

Estimated 92 kgCO2e/month of avoidable digital carbon waste.

Repair Planner Agent

87%

2 quick wins, 5 medium-term repairs, and 1 approval-gated repairs.

Risk Verifier Agent

83%

Risk gates prepared for Bloated SaaS backend: 4 low, 4 medium, 0 high-risk repairs.

X402 Payment Agent

90%

Approved a $3.50 specialist Carbon Intensity API call within a $12.00 agent budget.

Governance Policy Agent

91%

Policy review complete: 4 auto-approved, 4 require human review, 0 blocked.

Security Inspection Agent

88%

Detected 6 security concerns (3 high severity) across the audit context.

Impact Report Agent

86%

Prepared report showing $20,040 annual savings and a Kintsugi Score lift from 54 to 84.

Audit Trail Agent

95%

Recorded 9 audit trail entries with full decision provenance.

Next screen

Findings are ready

The autonomous run has converted raw audit files into ranked cracks, estimated waste, repair actions, and payment evidence.

Open findings dashboard