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AI Powered Tools for Software Development: How to Lead Adoption

AI Powered Tools for Software Development: How to Lead Adoption

NOV 06, 2025 / AI LEADERS

Lead teams adopting AI powered tools for software development using pilots, governance guardrails, and metrics proving productivity gains and impact.

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Fine-Tuning 101: Customizing Language Models from Human Preferences

Fine-Tuning 101: Customizing Language Models from Human Preferences

NOV 04, 2025 / AI BUILDERS

Transform general-purpose LLMs into specialized, instruction-following models that understand your tasks, reduce token waste, and perform with precision.

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How to Build an AI Talent Strategy: Roles, Upskilling, Triggers

How to Build an AI Talent Strategy: Roles, Upskilling, Triggers

NOV 03, 2025 / AI LEADERS

Learn how to build a complete AI talent strategy that defines the right roles, identifies skill gaps, designs upskilling programs, and knows exactly when to hire.

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How to Build Multi-Agent AI Systems with CrewAI and YAML

How to Build Multi-Agent AI Systems with CrewAI and YAML

NOV 03, 2025 / AI BUILDERS

Build production-ready multi-agent AI systems with CrewAI using reusable YAML-first patterns and explicit tools and tasks.

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How to Build an LLM Agent from Scratch with GPT-4 ReAct

How to Build an LLM Agent from Scratch with GPT-4 ReAct

NOV 01, 2025 / AI BUILDERS

Build a fully functional LLM agent in Python with the ReAct pattern, complete with reasoning, actions, and automation.

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How to Use GPT-4o for High-Quality PDF Transcription with Python

How to Use GPT-4o for High-Quality PDF Transcription with Python

OCT 30, 2025 / AI BUILDERS

Build a reliable, layout-preserving PDF transcription pipeline in Python with PyMuPDF and GPT-4o.

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How to Build a Stateful AI Agent with LangGraph Step-by-Step

How to Build a Stateful AI Agent with LangGraph Step-by-Step

OCT 30, 2025 / AI BUILDERS

Build reliable, stateful AI agents with LangGraph using step-by-step patterns, visual debugging, and persistence.

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Structured Data Extraction with LLMs: How to Build a Pipeline

Structured Data Extraction with LLMs: How to Build a Pipeline

OCT 29, 2025 / AI BUILDERS

Build a reliable structured data extraction pipeline using LLMs, LangChain, and OpenAI functions: JSON schemas, deterministic outputs, zero hallucinations, for production.

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Tokenization Pitfalls: Invisible Characters That Break Prompts and RAG

Tokenization Pitfalls: Invisible Characters That Break Prompts and RAG

OCT 28, 2025 / AI BUILDERS

Avoid hidden Unicode bugs in prompts and RAG by normalizing text, fixing punctuation, and auditing tokenization.

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Model Context Protocol (MCP) Explained

Model Context Protocol (MCP) Explained

OCT 28, 2025 / AI BUILDERS

Understand how MCP standardizes tool and data access so your agents interoperate, audit safely, and ship faster, consistently across environments.

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Paco Awissi

HEY, I'M PACO

I'm a GenAI Engineering Lead who builds AI systems that solve real problems. I’m passionate about using GenAI to its fullest and helping others do the same - so they can build, deploy, and lead with confidence in the GenAI era.

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About The GenAI Revolution

GenAI is the greatest opportunity of our lifetime. This site is built for people who want to take action and get results. Whether you're a professional boosting productivity with AI tools, a developer building powerful systems, or a manager leading AI initiatives, you'll find clear, step-by-step guidance here. No hype. No scattered tips. Just practical systems, real-world examples, and the direction you need to unlock your productivity and career with GenAI.

Disclaimer: The views, thoughts, and opinions expressed in this blog are solely my own and do not reflect those of my employer, its affiliates, or any of its employees. This blog is written and maintained on a personal basis, entirely separate from my professional role. The content provided here is for informational purposes only and should not be construed as financial advice or an endorsement of any particular investment or investment strategy. This blog is my personal space where I share what I've learned as a way to structure and critique my thoughts—because, as the saying goes, the best way to learn something is to teach it.

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