“If real users rarely stop at a single prompt, then testing shouldn’t either.”
Make your Python AI code up to 100× faster using NumPy vectorization, Numba, parallel execution, and GPU acceleration. Learn through practical benchmarks and real-world optimization examples.
Prompt injection is the SQL injection of the AI era — and most LLM apps are wide open. This hands-on field manual shows application security engineers how to attack and defend LLM systems: direct, indirect, multimodal, and agentic injection, with working code, labs, and ASR benchmarks you can run in CI. Break it, then build the defense-in-depth that holds in production.
Move beyond the API. Dismantle the AI black box and build generative engines from scratch with pure Python and NumPy. Master the profound geometric principles and applied mathematics driving LLMs and Transformers. Transform from a mere consumer into an elite AI innovator by writing the core mathematical architecture yourself—no shortcuts, no frameworks, just pure engineering excellence.
أول كتاب عربي مصوّر يأخذ طفلك في رحلة شيقة مع زيد والروبوت ميم لاكتشاف عالم الذكاء الاصطناعي بطريقة قصصية ممتعة.
Your DevOps pipeline is broken. PRs rot in review. Alerts scream into the void. Incidents drag on for hours. And capacity planning? A guessing game with your budget on the line.AI in DevOps isn’t about hype—it’s about fixing what’s actually broken. This book gives you: LLM-powered code reviews Intelligent alerting Auto-remediation Predictive scaling
The Codex Playbook helps enterprise engineering teams turn Codex from a helpful assistant into a reliable part of the software delivery system, with practical patterns for context engineering, repositories, GitHub workflows, MCP, governance, and AI-assisted development.
脅威 → コントロール → 要件 → 検証。AIエージェントを出荷する前に読むフィールドマニュアル。
Machine identities outnumber humans 82:1 in modern cloud environments. Every IAM role, every OIDC federation from your CI/CD pipeline, every service account — they accumulate silently. No one monitors them. No one audits them. Each one is a potential entry point for attackers. This book shows you how to build the platform that makes them visible.
LLMs are too big for single GPUs, but quantization fixes that. This book cuts through the hype to show you how to actually compress models using GPTQ, AWQ, GGUF, and NF4 without losing quality. You get real benchmarks, working code, and a clear way to pick the right tool for your hardware. Stop guessing and start deploying efficient models today.
Build production-ready AI applications from first principles. Using Querybase as a practical case study, this book teaches Python, software architecture, retrieval, and deterministic AI pipelines. Learn to design maintainable, scalable systems without relying on framework magic or black-box abstractions.
Game producers already have most of what AI collaboration requires. They have been managing context, decomposing work, and evaluating output for years. This book is the map from where they are to where the work is going.