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How Focused Labs Tracks Growth in Software Teams (Systematic Skills Enablement)

How Focused Labs builds a culture for continuous growth and ensures team members get the skills and opportunities they need.
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How to Design What People Need, Even When it's Not What They Want

Master a few key techniques, from vector embeddings to testing patterns for AI, to help you more efficiently build AI chatbots.
Blog
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Top 6 Things I Learned While Building a Domain-Specific Custom AI ChatBot

Stepping into the world of AI, I quickly grasped the enormous potential of domain-specific chatbots. My team and I crafted a smart AI chatbot tailored for the Focused Labs website — not just a simple chat interface, but a comprehensive “Knowledge Hub” that leverages natural-language models. Here are the top six insights I uncovered during the process, from orchestrating multiple AI models to thinking less like a programmer and more like a linguist.
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Lightning Talks: The Best Activity You're Not Doing Yet

Why Focused Labs love Lightning Talks and how your organization can integrate them into your events as novel team building opportunities.
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Don't Make Your Users Become Prompt Engineers: Build Web Apps Around LLMs

Discover how to elevate your AI app with streaming technology. Learn practical tips for seamless idea generation and improve your user experience.
Blog
Smiling man working at a desktop computer in a bright modern office

Modernize Your Business with Legacy System Modernization

In the world of technology, it's easy to be lured by the promise of a brand new system. But tales of cost overruns, schedule slippages, and features left undelivered are common regardless of industry. That's why organizations should be looking for innovative ways to maximize their existing systems — tapping into underutilized modules and reengineering key components so old systems can produce new results.
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Diverse team of four collaborating around a laptop with sticky notes on a glass wall behind them

Leverage Your Current System for Future Growth

Digital modernization gets all the attention, promising new technologies and efficiencies. But all that glitters isn't gold, especially in technology. When budgets are limited and business operations can't be interrupted by a lengthy cut-over, maximizing your existing legacy systems to their full potential can be the true win-win your team has been looking for.
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Software development team collaborating around multiple monitors with code on screen in a modern office

Text Normalization Do's and Don't's for Modern LLM development

Discover how to elevate your AI app with streaming technology. Learn practical tips for seamless idea generation and improve your user experience.
Blog
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13 Non-Obvious Ways to Come Up With Product and Feature Ideas

“What should we build next?” is the essential product management question — and one of the hardest. Here are 13 non-mainstream techniques for uncovering your next killer product or feature idea, from studying customer misbehavior and running JTBD-style interviews to leveraging extreme questions and opportunity backlogs.
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5 Tactics for Software Consultant Success

No matter how long you've been in the digital transformation consulting business, getting dropped in the middle of an organization to take on a big project can be daunting. There are politics, personalities, and a lot of people to juggle. But there's also plenty of opportunity if you know where to look. Here are actionable tactics for navigating enterprise organizations and delivering the best outcomes.
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Trends and Patterns for Creating a Custom LLM App

AI leverages both new and existing UX patterns; learn which patterns to use when designing AI interfaces.
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What to Do When LLMs Hallucinate

Chatbots like ChatGPT run on Large Language Models that use statistics to figure out what words to string together. Sometimes they're wrong — and they don't know it. Those convincing but incorrect answers are called hallucinations. So how do you deal with them? From data cleaning and prompt engineering to LLM settings and source citations, here are the practical levers you can pull to improve accuracy.
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Small Steps Towards Effective Prompt Engineering

This article introduces the concept of prompt engineering — and more specifically, programmatic prompt engineering — and how it relates to building applications with Large Language Models. Small changes to an LLM prompt can have a big impact on accuracy and value. We'll show how techniques like persona matching and instructor-based prompting can dramatically improve results without relying on the end user to craft the perfect question.
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Basic Architecture of a Domain Specific Custom AI Chatbot

Learn how to leverage LLMs to build a domain specific AI chatbot
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Expert Programming is Not Knowing Everything

Expert Programming does not mean you know everything, but that you know how to find the answers you need.
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Strengthening Customer Loyalty with a Digitized Dining Experience

Mobile App Development panel discussion at RLC 2023 with Lettuce CMO Jennifer Bell: Strengthening Customer Loyalty with a Digitized Dining Experience
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Chat With Your PDFs PART 1: An End-to-End LangChain Tutorial

Chat With Your PDFs PART 2: Frontend - An End-to-End LangChain Tutorial

Deploy an AI Coding Assistant in the Cloud with Hetzner, Ollama, and TailScale for Cursor

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