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This book teaches you how to design, build, deploy, and operate production-grade autonomous software systems on Linux. It covers the complete lifecycle from architectural foundations through security hardening and operational maturity, using a progressive reference implementation that evolves across every chapter. You will learn Linux internals relevant to AI workloads, inference runtime selection, agent architectures, memory and retrieval systems, threat modeling for autonomous software, defense-in-depth security controls, observability with OpenTelemetry, reliability engineering patterns, and deployment strategies ranging from systemd services to Kubernetes clusters. The goal is not a survey of AI agents but a cohesive systems-engineering handbook grounded in Linux-native, open standards, vendor-neutral approaches that produce real systems you can run, trust, and operate.

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Kick off your book project, get started with GhostAI, get better at marketing, or spend the day doing all three! Free live workshops on Zoom. Saturday, June 27, 2026.

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