Articles by Tag #prompting
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
You Are Absolutely Right
Why LLMs often agree with your assumptions, where that compliance becomes risky, and practical prompts to force better critique.
RAG Without the Internet - Lessons From Building an Internal-Only AI Assistant on Markdown and Confluence
Most RAG tutorials show you how to wire up a vector DB and call an LLM. This post goes deeper into the real problems teams face when they restrict their assistant to internal knowledge only—like codebase markdown and Confluence docs.
Prompting Techniques That Actually Work: Lessons from Automating Architecture Analysis
You've been there. You give an AI a meaty task — "analyze this codebase," "write a threat model,"...
You Are a (Mostly) Helpful Assistant
Explore why LLMs are biased toward being helpful, how this manifests in your work, and practical strategies to manage this behavior effectively.
Double Prompting: Zero-Cost LLM Accuracy Boost
Double Prompting: Zero-Cost LLM Accuracy Boost Just send your prompt twice. Accuracy...
Mastering Claude 3.7: Effective Prompting Techniques for Developers
Unlock the full potential of Claude 3.7 for software development with this comprehensive guide. Learn practical prompting strategies to enhance coding, debugging, and architectural decision-making, complete with examples and workflows tailored for developers.
Harness AI by Looking to the Past
Introduction Software development is changing rapidly, and with it, what it means to be a...
AI Prompt Guide 2025: 5-Word Hack for Better Results
I'm obsessed over one question: Why do some leaders get breakthrough results from AI while others get...
Smart prompting with AI for better results
Many people treat AI like a magic box: they type a short prompt, hope for the best, and then wonder...
Understanding MCP (Model Context Protocol) - What It Is, How It Works, and Why It Matters
In the rapidly evolving world of AI and large language models (LLMs), context management is...
Vibe Coding - A New Era of AI-Accelerated Software Development
Software development is undergoing a major transformation. With the rise of large language models...
LangChain - From Simple Prompts to Autonomous Agents
As large language models (LLMs) like OpenAI’s GPT-4 continue to evolve, so do the frameworks and...
Essential Concepts in Generative AI
As a solution architect exploring the fascinating world of Generative AI and Large Language Models...
Prompt Engineering Trade-offs: Zero vs Few-Shot ROI
Every AI prompt you send costs money and latency. Choosing the wrong shot-based prompting strategy...