Category: AI Technology

Logging and Observability for Production LLM Agents: A Practical Guide

Learn how to implement effective logging and observability for production LLM agents. Discover key differences from traditional monitoring, explore AgentTrace, and build a robust technical stack.

Persona and Style Control with Prompts in Large Language Models: A Practical Guide

Learn how to master persona and style control in LLMs using prompt engineering. Discover techniques for role prompting, audience targeting, and voice synthesis to get precise, tailored AI outputs.

Human-in-the-Loop Practices for Safe and Effective Vibe Coding

Discover how human-in-the-loop practices make vibe coding safe and effective. Learn practical steps to integrate oversight into AI-assisted development.

How to Use Agent Plugins and Tools to Supercharge Vibe Coding

Learn how to extend vibe coding capabilities using agent plugins like Cursor and Cline to turn natural language prompts into fully functional software.

Distributed Transformer Inference: Master Tensor and Pipeline Parallelism for LLMs

Learn how to scale LLMs using Tensor and Pipeline Parallelism. Discover how vLLM and llm-d overcome memory limits to run massive models across multiple GPUs.

Multilingual RAG for LLMs: Overcoming Cross-Language Retrieval Hurdles

Explore the challenges of Multilingual RAG, from cross-language retrieval biases to advanced solutions like D-RAG and DKM-RAG for LLMs.

What is Vibe Coding? How AI is Democratizing Software Creation

Discover how vibe coding uses natural language and AI to let anyone build software, from MVPs to microsites, without needing to master complex syntax.

Structured vs Unstructured Pruning: Making LLMs Efficient

Explore the difference between structured and unstructured pruning for LLMs. Learn how methods like Wanda and FASP improve AI efficiency and speed for mobile and cloud deployment.

Multimodal AI Cost and Latency: A Guide to Budgeting Across Modalities

Learn how to manage the high costs and latency of Multimodal Generative AI. Discover token optimization and GPU strategies to keep your AI budget under control.

How to Visualize LLM Evaluation Results: Best Techniques and Tools

Learn the best visualization techniques for LLM evaluation, from token heatmaps to parallel coordinates. Improve your AI model assessment with expert tools and tips.

Grammar-Constrained LLM Outputs: A Guide for Enterprise Structured Data

Learn how Grammar-Constrained Decoding (GCD) solves LLM formatting errors in enterprise AI, boosting accuracy for structured data and logical reasoning.

Vibe Coding for CRUD Apps: How to Balance Speed and Technical Debt

Learn how to use vibe coding to build CRUD apps rapidly while avoiding the 'house of cards' effect. Discover the balance between AI speed and engineering quality.