Sign-In
Cart
Context Engineering Systems: A Practical Architecture for Building Reliable, Adaptive, and Context-Aware AI Applications
Paperback
Business GeneralGeneral Computers
Publisher: Independently Published
Published: Aug 21 2026
Pages: 240
Weight: 0.86
Height: 0.51 Width: 6.69 Depth: 9.61
Language: English
It was 2:00 AM on a Tuesday, and the Slack notifications wouldn't stop.
A tech lead I'll call Alex had just launched his company's new AI Assistant, built to answer employee questions across thousands of documents. The demo was a success. Executives applauded as it summarized policies in seconds.
Then production began.
Within hours, an engineer bypassed access controls through prompt injection and exposed confidential salary information. Soon after, the AI began serving outdated 2022 expense policies because its vector database had fallen out of sync with SharePoint. Meanwhile, API costs were climbing and query latency had reached 12 seconds.
Alex's team was operating a black box wrapped in hope.
The problem wasn't the LLM. It was the architecture around it.
After restructuring the system with rigorous Context Engineering-including hard ACL pre-filtering, Change Data Capture (CDC) pipelines, and runtime guardrails-the chaos disappeared. Latency dropped by 60%, security vulnerabilities were addressed deterministically, and the AI became a trusted enterprise asset.
This book was written so you don't have to experience Alex's 2:00 AM panic call.
What You'll LearnThis comprehensive guide covers the complete lifecycle of production-grade enterprise AI systems:
Evaluate AI System Quality: Build automated LLM-as-a-Judge frameworks with Ragas and TruLens to measure faithfulness, context precision, and recall.
Implement Hard AI Guardrails: Defend against direct and indirect prompt injection, mask PII with Microsoft Presidio, and enforce strict JSON schemas through constrained decoding.
Manage Data Drift and Staleness: Build real-time CDC pipelines with Kafka and webhooks to keep vector databases synchronized with enterprise data sources.
Build AI Observability: Use OpenTelemetry to trace queries, monitor tokens and latency, detect retrieval degradation, and create real-time alerts.
Design Production Architectures: Explore blueprints for enterprise knowledge assistants with RBAC/ABAC, personalized customer-support agents with CRM integration and human escalation, and autonomous context-driven agents using ReAct planning, APIs, and self-healing workflows.
Use Production-Ready Code: Access Python implementations for hybrid search with Reciprocal Rank Fusion (RRF), recursive token chunking, and evaluation prompts for CI/CD pipelines.
This book is designed for professionals moving from AI prototypes to production-grade systems:
AI and Software Engineers building secure RAG pipelines and reliable agentic workflows.
System and Cloud Architects designing scalable, compliant, and cost-efficient AI infrastructure.
Technical Product Managers and Engineering Leaders evaluating AI trade-offs, security risks, and operational requirements.
Data Engineers responsible for vector indexing, metadata filtering, and real-time data synchronization.
Prerequisites: Basic Python knowledge and familiarity with REST APIs are enough to get started.
The era of toy AI demos and fragile wrapper scripts is over. Enterprise users expect AI systems that are fast, secure, accurate, observable, and resilient.
You can keep patching prompts and hoping your model behaves during the next client presentation-or learn the engineering principles required to build AI systems that work reliably in production.
Take control of your context, enforce your security boundaries, and build enterprise intelligence that scales.
Grab your copy of Context Engineering and start building production-ready AI with confidence.
Also in
Business General
Crucial Conversations Tools for Talking When Stakes Are High, Second Edition
Grenny, Joseph
Patterson, Kerry
Switzler, Al
Paperback
The Pig and I: The Tale of Our Relationship with a Beast We Eat
Endresen, Kristoffer Hattleland
Hardcover
Inspired: Understanding Creativity: A Journey Through Art, Science, and the Soul
Richtel, Matt
Hardcover
Quiet Girls Can Run the World: Owning Your Power When You're Not the Alpha in the Room
Holman, Rebecca
Paperback
Inclusive Conversations: Fostering Equity, Empathy, and Belonging Across Differences
Winters, Mary-Frances
Paperback
Disney's Land: Walt Disney and the Invention of the Amusement Park That Changed the World
Richard Snow
Hardcover
Climb: Taking Every Step with Conviction, Courage, and Calculated Risk to Achieve a Thriving Career and a Successful Life
Brown, Carolyn M.
Gadsden-Williams, Michelle
Paperback
The Token: Common Sense Ideas for Increasing Diversity in Your Organization
Farmer, Crystal Byrd
Paperback
Paris Chic & Trendy: Designers' Studios, Hip Boutiques, Vintage Shops
Ribes-Tiphaine, Adrienne
Paperback
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking about
Robbins, Mel
Robbins, Sawyer
Hardcover
Unreasonable Hospitality: The Remarkable Power of Giving People More Than They Expect
Guidara, Will
Hardcover
Hbr's 10 Must Reads on Managing Yourself, Updated and Expanded (Featuring How Will You Measure Your Life? by Clayton M. Christensen)
Drucker, Peter F.
Gallo, Amy
Review, Harvard Business
Paperback
The Risk Worth Taking: A Story of Breaking Free and Trading for a Life You Love
Ijeoma, Teri
Hardcover
Focused & Fearless Leadership: Preventing the Crisis Before It Starts
Overton, Melissa Godwin
Paperback
1873: The Rothschilds, the First Great Depression, and the Making of the Modern World
Ahamed, Liaquat
Hardcover
The Retire Sooner Method: The 5 Secrets Behind America's Happiest (and Unhappiest) Retirees
Moss, Wes
Hardcover
Hbr's 10 Must Reads on Mental Toughness, Updated and Expanded (Featuring How to Stop Worrying about What Other People Think of You by Michael Gervais)
Gervais, Michael
Duckworth, Angela L.
Review, Harvard Business
Paperback
The Goal: 40th Anniversary Edition: A Process of Ongoing Improvement
Cox, Jeff
Goldratt, Eliyahu M.
Paperback
Crucial Conversations: Tools for Talking When Stakes Are High
Grenny, Joseph
McMillan, Ron
Patterson, Kerry
Paperback
Take Breaks, Work Better: Measure Impact, Not Hours, and Transform Your Profitability
Briggs, John
Paperback
How to Be a Rich Old Lady: Your Guide to Easy Investing, Building Wealth, and Creating the Wild, Beautiful Life You Want
Holden, Amanda
Hardcover
Hbr's 10 Must Reads on Leadership, Updated and Expanded (Featuring Begin with Trust by Frances X. Frei and Anne Morriss)
Edmondson, Amy C.
Ibarra, Herminia
Review, Harvard Business
Paperback
How We Could: The Framework to Lead Without Drama, Build Alignment, and Call Teams to Greatness
Dorr, Alex
Hardcover
The Everywhere Millionaire: Who Is Really Rich in America and How They Got There
Zidar, Owen
Zwick, Eric
Hardcover
Money Unlocked: How to Make It, Keep It and Multiply It: The New York Times Bestseller
Lee, John
Paperback
The Freedom-Based Business Method: Reset, Systemize, and Realign Your Business to Live a Life of Harmony
Ellis, Natalie
Hardcover
A Guide to the Project Management Body of Knowledge (Pmbok(r) Guide) -- Eighth Edition and the Standard for Project Management
Project Management Institute
Paperback
Conversation: How to Connect with Anyone & Make Every Interaction Count
Van Edwards, Vanessa
Hardcover
The Courage to Commit: Embrace the Radical Power of Sticking with Something
East, Andrew
Johnson, Shawn
Hardcover
Who Moved My Cheese?: An A-Mazing Way to Deal with Change in Your Work and in Your Life
Johnson, Spencer
Hardcover
Surrender to Lead: The Counterintuitive Approach to Driving Extraordinary Results
Terry, Joe
Kriegel, Jessica
Hardcover
The Mom Test: How to talk to customers & learn if your business is a good idea when everyone is lying to you
Fitzpatrick, Rob
Paperback
The Infinity Machine: Demis Hassabis, Deepmind, and the Quest for Superintelligence
Mallaby, Sebastian
Hardcover
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Danko, William D., PH. D.
Stanley, Thomas J., PH. D.
Paperback
Dummies Guide to Starting Your Own Business: Essential Steps to Launching and Scaling a Successful Small Business Venture
Press, Essywrites
Paperback
7-Figure Educator: Turn Your Experience as an Educator Into Income, Impact, and Freedom
Jordan-Thomas, Erica
Paperback
Confidence (HBR Emotional Intelligence Series)
Chamorro-Premuzic, Tomas
Review, Harvard Business
Kanter, Rosabeth Moss
Paperback
Get Scalable: The Operating System Your Business Needs To Run and Scale Without You
Deiss, Ryan
Paperback
Never Split the Difference: Negotiating as If Your Life Depended on It
Voss, Chris
Raz, Tahl
Hardcover
What the Heck Is Eos?: A Complete Guide for Employees in Companies Running on EOS
Bouwer, Tom
Wickman, Gino
Hardcover
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
The Coaching Habit: Say Less, Ask More, and Change the Way You Lead Forever
Stanier, Michael Bungay
Paperback
Twenty Minutes Is the New Hour: The Ambitious Woman's Guide to Doing Less and Achieving More
Hauser, Fran
Hardcover
The Overthinker's Guide to Making Decisions: How to Make Decisions Without Losing Your Mind
Nguyen, Joseph
Hardcover
Stop Asking for Referrals: Build a Magnetic Business Through Intentional Care & Real Relationships
McNally, Flor de Maria
Paperback
Mindful Listening (HBR Emotional Intelligence Series)
Review, Harvard Business
Hougaard, Rasmus
Zenger, Jack
Paperback
Hábitos Atómicos: Cambios Pequeños, Resultados Extraordinarios / Atomic Habits
Clear, James
Paperback
The Eureka Machine: Why AI Is the Key to Unlocking a New Era of Scientific Discoveries
Socher, Richard
Hardcover
Expecting Better: Why the Conventional Pregnancy Wisdom Is Wrong--and What You Really Need to Know
Oster, Emily
Paperback
How to Work with Complicated People: Strategies for Effective Collaboration with (Nearly) Anyone
Leak, Ryan
Hardcover
Atlas of the Heart: Mapping Meaningful Connection and the Language of Human Experience
Brown, Brené
Hardcover
A Little More Social: How Small Choices Create Unexpected Happiness, Health, and Connection
Epley, Nicholas
Hardcover
Influence and Persuasion (HBR Emotional Intelligence Series)
Cialdini, Robert B.
Review, Harvard Business
Morgan, Nick
Paperback
Money to Burn: The Unvarnished Truth about Leon Black, Apollo, and the Rise of a New Wall Street
Cohan, William D.
Hardcover
Building Great Businesses: Create Momentum, Overcome Setbacks, and Scale with Confidence
Becker, Scott
Hardcover
Crucial Accountability: Proven Skills to Build Trust, Address Disappointment, and Get Results, Third Edition
Patterson, Kerry
Grenny, Joseph
Hale, Justin
Hardcover
Happiness (HBR Emotional Intelligence Series)
Review, Harvard Business
McKee, Annie
Gilbert, Daniel
Paperback
Power and Impact (HBR Emotional Intelligence Series)
Bregman, Peter
Review, Harvard Business
Cable, Dan
Paperback
Getting to Yes: Negotiating Agreement Without Giving in
Ury, William
Patton, Bruce
Fisher, Roger
Paperback
Mindfulness (HBR Emotional Intelligence Series)
Goleman, Daniel
Review, Harvard Business
Langer, Ellen
Paperback
No Experience Necessary: Why Betting on Yourself in Your Twenties Is the Best Decision You'll Ever Make
Harary, Ronnen
Hardcover
The Algorithm: The Hypergrowth Formula That Transformed Tesla, Lululemon, General Motors, and Spacex
McNeill, Jon
Hardcover
From Operator to Owner: The Entrepreneur's Guide to Running a Business That Doesn't Run You
Landry, Liz
Hardcover
Hbr's 10 Must Reads on Strategy, Updated and Expanded (Featuring the Five Competitive Forces That Shape Strategy by Michael E. Porter)
Porter, Michael E.
Kim, W. Chan
Review, Harvard Business
Paperback
The Way of Excellence: A Guide to True Greatness and Deep Satisfaction in a Chaotic World
Stulberg, Brad
Hardcover
Feedback That Works: How to Build and Deliver Your Message, Second Edition
Center for Creative Leadership
Paperback
Hbr's 10 Must Reads on High Performance, Updated and Expanded (Featuring Nine Things Successful People Do Differently by Heidi Grant)
Grant, Heidi
Goleman, Daniel
Review, Harvard Business
Paperback
The Phoenix Project: A Novel about It, Devops, and Helping Your Business Win
Behr, Kevin
Spafford, George
Kim, Gene
Paperback