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Lost in the Middle: Placing Critical Info in Long Prompts

Lost in the Middle: Placing Critical Info in Long Prompts

OCT 25, 2025 / AI BUILDERS

Stop losing facts in long LLM prompts. Learn placement rules, query ordering, retrieval tactics to boost accuracy and cut costs.

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How to Choose an AI Model for Your App: Speed, Cost, Reliability

How to Choose an AI Model for Your App: Speed, Cost, Reliability

OCT 24, 2025 / AI BUILDERS

Quickly choose the right LLM with a practical framework: compare accuracy, context limits, latency, token cost, and risk tolerance today.

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Small Language Models vs Large Language Models: When to Use Each

Small Language Models vs Large Language Models: When to Use Each

OCT 22, 2025 / AI BUILDERS

Compare speed, accuracy, and cost to decide when SLMs outperform LLMs and how hybrid routing can preserve quality while reducing spend.

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Semantic Cache LLM: How to Implement with Redis Vector to Cut Costs

Semantic Cache LLM: How to Implement with Redis Vector to Cut Costs

OCT 22, 2025 / AI BUILDERS

Build a semantic cache LLM using embeddings and Redis Vector with TTLs, thresholds, metrics to reduce LLM spend and latency.

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Context Rot – Why LLMs 'Forget' as Their Memory Grows

Context Rot – Why LLMs 'Forget' as Their Memory Grows

OCT 10, 2025 / AI BUILDERS

Master efficient memory management for large language model serving with PagedAttention to reduce context rot, cut hallucinations, and lower costs.

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5 Proven Frameworks to Measure AI ROI

5 Proven Frameworks to Measure AI ROI

SEP 04, 2025 / AI LEADERS

Gain practical frameworks and tools to measure AI ROI, avoid costly mistakes, and clearly demonstrate value to executives.

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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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