Jfrog Platform: DEVSECOPS, MLOPS, AND AI ARTIFACT MANAGEMENT: Artifactory, Xray, and JFrog Fly for Software Supply Chain Security, ML Models, and Agen

Name: Jfrog Platform: DEVSECOPS, MLOPS, AND AI ARTIFACT MANAGEMENT: Artifactory, Xray, and JFrog Fly for Software Supply Chain Security, ML Models, and Agen
Brand: Independently Published
SKU: 9798250250337
Price: 3657.0 INR
Availability: OutOfStock

by Zinnia Harris

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ISBN13: 9798250250337
Binding: Paperback
Subject: N/A
Publisher: Independently Published
Publisher Imprint: Independently Published
Publication Date: February 28, 2026
Pages: 300
Original Price: USD 34.99
Language: English
Edition: N/A
Item Weight: 522 grams
BISAC Subject(s): Security / General

About The Book

Build a single, governed control plane for software packages, containers, SBOMs, attestations, and ML models, then use it to ship faster with fewer supply chain surprises.

Modern delivery breaks when artifacts are treated as "outputs" instead of the real unit of release, scanning, promotion, rollback, and audit. Dependency drift, inconsistent repositories, weak promotion paths, and unclear evidence chains make security work reactive and deployments fragile.

This book shows how to operate the JFrog Platform as an end to end artifact and security system, covering Artifactory and Xray foundations, SBOM and provenance workflows, ML artifact management with FrogML and JFrog ML, and AI-native and agentic workflows with JFrog Fly and the JFrog MCP Server.

Design repository strategy that scales, including local, remote, and virtual patterns, naming conventions, and boundary choices that support teams and governance
Publish and resolve dependencies across common package managers with repeatable promotion flows and release integrity controls
Capture build context for traceability, then use metadata, properties, and AQL to make artifacts searchable and auditable
Use Xray effectively, understand scan coverage, set up watches and policies, manage violations and exceptions, and enforce build-fail patterns in CI
Run SBOM workflows with CycloneDX and SPDX, then use SBOMs for policy gates, compliance reviews, and audit evidence
Implement evidence, attestations, and provenance, including in-toto statements and DSSE envelopes, and connect evidence to promotion decisions
Map platform controls to real governance language, including SLSA provenance concepts, Sigstore fit, and NIST SSDF alignment
Manage ML artifacts in Artifactory, log and load models with FrogML, version models cleanly, and promote with reproducibility assets
Secure ML models and AI artifacts with Xray, build intake and release policies, and use SBOM visibility for model-serving stacks
Integrate MLOps lifecycle steps with artifact security, deployment flow checkpoints, and operational feedback loops
Adopt agentic repository workflows with the JFrog MCP Server, including safe query patterns, permissions, and approval gates
Use JFrog Fly for AI-native development, registry routing, semantic release operations, and runtime tracking, with practical limits
Apply production-ready platform patterns, diagnose common failure modes, and build a maintainable operating model across DevSecOps, MLOps, and AI artifacts

This guide includes working commands, configuration examples, and CI snippets you can adapt directly to real repositories and pipelines.

Grab your copy today.

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