Verification and governance layer for AI coding agents. Parallel orchestration with evidence-based quality gates for Copilot, Claude Code, and Codex.
Plarix Scan is a free GitHub Action that tracks real LLM API usage during CI (tests/build), calculates cost from provider-reported token usage, and posts a concise cost report on every pull request.
FinOps demo app 002 - Oversized resources violation
FinOps demo app 004 - No auto-shutdown violation
Hands-on workshop: FinOps cost governance scanning with PSRule, Checkov, Cloud Custodian, and Infracost for Azure
Token-Light, Code-Intensive (TLCI) — A design philosophy for AI agent automation. Use AI only where it's needed. 80-97% cost reduction.
FinOps demo app 005 - Redundant and expensive resources
AWS presales and cloud advisory focused on architecture review, early decision support, and cost and security governance.
FinOps demo app 001 - Missing required tags violation
Canonical, deterministic demo repository for CostPilot, showcasing PR-time detection, prediction, and explanation of cloud cost regressions using reproducible IaC scenarios.
FinOps demo app 003 - Orphaned resources violation
Governance-first security and cost controls. 3 pillars, 220 E-v-O controls. Identity, Supply Chain, FinOps.
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