PROBLEM:
Modern software engineering and autonomous AI agent pipelines require deterministic, auditable, and resilient infrastructure. Without explicit contract validation and regression harnesses, production systems face silent failures, drift, and unexpected costs.

WHAT IT DOES:
Prediction Audit Calibration Ledger provides an automated, standalone developer toolkit designed for high-integrity workflows. It implements deterministic verification, contract enforcement, and operational telemetry to isolate and remediate failure modes before production impact.

WHO IT IS FOR:
Software engineers, quantitative researchers, systems architects, and AI agent developers building mission-critical automated pipelines.

WHAT BUYER RECEIVES:
- Complete standalone production-grade codebase snapshot
- Clean README and Quickstart deployment guide
- Test suite with 100% passing automated test specifications - CLI / SDK bindings and example configurations
- Software license documentation and third-party notices

REQUIREMENTS:
- Node.js (v18+) or Python (v3.10+) depending on language runtime - Standard POSIX environment (macOS, Linux)

QUICK START:
1. Unpack archive to local directory
2. Follow QUICKSTART.md to install dependencies
3. Run test command to verify 100% test integrity
4. Execute CLI or import SDK into your application pipeline

LIMITATIONS:
This is a pre-packaged software development asset. Requires buyer infrastructure and API access keys where applicable. Not an enterprise managed SaaS.

LICENSE:
Commercial Software License / MIT License as specified in package LICENSE file.

VERSION:
v1.0.0

PRICE:
$99.00 USD