Blog
All the articles I've posted.
- genaiai-agents
Containing AI Agents at the OS Level: A Hands-On Look at Microsoft's MXC SDK
Microsoft's MXC SDK wraps model-generated agent code in policy-driven OS sandboxes — what it isolates, how to wire it up, and where the early preview falls short.
- llmobservability
Evaluating an LLM Agent Like Real Software: Observability and Evals with Langfuse
A vibe-check isn't a test. How to trace, score, and gate an LLM agent with Langfuse — and the silent escalation regression evals catch that a demo never would.
- genaillamaindex
Fine-tuning Generative AI Models: A Practical Guide with LlamaIndex and Modern Frameworks
Explore the latest techniques for fine-tuning generative AI models using LlamaIndex, Hugging Face Transformers, and parameter-efficient methods like LoRA and QLoRA. This guide covers everything from data preparation to deployment, ensuring your AI applications are contextually relevant and efficient.
- genaivector search
RAG is Not Always Vector Search! Debunking a Common Misconception in Generative
This blog post explores the misconception that Retrieval Augmented Generation (RAG) is synonymous with vector search, highlighting the diverse retrieval methods available for effective RAG implementations.
- genaiintent-classification
Building Robust Intent Classifiers with Generative AI: A Modern Approach
Discover how to leverage generative AI models like GPT, Gemini, and Claude to build sophisticated intent classifiers that power next-generation AI applications and multi-agent systems.
- genaiprotocol
The Unseen Engine of Modern AI Agents: A Deep Dive into JSON-RPC
Explore how JSON-RPC serves as the backbone for modern AI agents, enabling seamless communication and integration across diverse systems.