· ai
Binary weighted evaluations...how to
1. What is a binary weighted evaluation? At a high level: - Define a set of binary criteria for a task. Each criterion is a question that can be answered with...
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- · ai
Why Context Engineering Is Replacing Prompt Engineering
Prompt engineering isn’t the real AI power move anymore. Most teams are still obsessing over clever prompts, but the advantage lies in providing rich context ra...
- · ai
5 Days to Clarity: Demystifying AI Agents
Overview Before enrolling in the 5‑day AI agents intensive, I only knew the textbook definition of an agent. I expected to learn the basics, but the course qui...
- · ai
Retrieval-Augmented Generation: Connecting LLMs to Your Data
'Tech Acronyms Reference | Acronym | Meaning | |
- · ai
Chunk Boundary and Metadata Alignment: The Hidden Source of RAG Instability
!Cover image for Chunk Boundary and Metadata Alignment: The Hidden Source of RAG Instabilityhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...
- · ai
RAG vs Fine-Tuning vs Prompt Engineering: The Ultimate Guide to Choosing the Right AI Strategy
TL;DR - Prompt Engineering improves the model’s behavior, structure, and tone quickly and for free. - Retrieval‑Augmented Generation RAG gives the model access...
- · ai
🧠LLMs As Sensors
Why OrKa 0.9.10 Wraps GenAI Inside Deterministic Systems I will start bluntly. I like generative AI. I use it every day. I build around it. But I do not trust i...
- · ai
The LLM Shield: How to Build Production-Grade NSFW Guardrails for AI Agents
Content moderation is one of the most critical yet challenging aspects of building AI applications. As developers, we're tasked with creating systems that can u...
- · software
Reusable GitHub Copilot Prompt for Implementation Plans
Introduction Large edits generated by the GitHub Copilot Agent can feel risky. A small, reusable prompt file helps reduce that risk by forcing the agent to pro...
- · ai
Learning to Think in Agents: My Takeaways from Google’s 5-Day Intensive
Why this intensive mattered to me What I liked most was the structure: short explanations, hands‑on labs, and then a capstone project that forced me to connect...
- · ai
Why Context Engineering Is Replacing Prompt Hacks
!Max aka Moshehhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads...
- · ai
AI chatbots can be wooed into crimes with poetry
It turns out my parents were wrong. Saying 'please' doesn't get you what you want-poetry does. At least, it does if you're talking to an AI chatbot. That's acco...