Posts
All the articles I've posted.
Agentic RAG and Context Engineering for Agents
Published: at 04:22 PMExploring how Agentic RAG transforms traditional retrieval-augmented generation into a dynamic, intelligent system that actively manages context for autonomous agents, enabling more sophisticated reasoning and decision-making capabilities.
Memory-Based Agent Learning - The Path to Truly Autonomous AI
Published: at 03:30 PMExploring how memory-augmented AI agents like Memento are revolutionizing autonomous learning without requiring expensive model fine-tuning, marking the first steps toward truly self-evolving AI systems.
AGI is an Engineering Problem
Published: at 11:00 AMLLM models are plateauing, but true AGI isn't about scaling the next breakthrough model—it's about engineering the right context, memory, and workflow systems. AGI is fundamentally a systems engineering problem, not a model training problem.
Context Engineering - The Evolution Beyond Prompt Engineering
Updated: at 12:45 PMUnderstanding context engineering as the next evolution in AI system design, exploring its fundamental differences from prompt engineering and practical techniques for building robust AI agents.
The Zero-Click Apocalypse - How AI Search is Killing Content Marketing's Golden Goose
Published: at 01:40 PMContent marketers are witnessing a terrifying phenomenon: impressions stay high while click rates plummet. Discover how Perplexity, ChatGPT web search, and Google's AI Overview are disrupting the multi-billion dollar content marketing industry right before our eyes.
Software 3.0 - Programming in the Age of AI
Published: at 04:10 PMExploring Andrej Karpathy's vision of Software 3.0 where prompts become programs, LLMs act as utilities, and we design for partial autonomy in an AI-first world.
Building Multi-Agent Research Systems
Published: at 11:00 AMTechnical deep-dive into building production-ready multi-agent research systems, covering architectural patterns, prompt engineering strategies, evaluation methodologies, and hard-won lessons from scaling AI agents in production.
Claude 4 Prompt Engineering Best Practices
Published: at 04:22 PMTechnical deep-dive into Claude 4 prompt engineering: architectural improvements, instruction-following optimization, metacognitive processing, parallel execution, and systematic methodologies for production AI deployments.
Emerging User Interaction Patterns in Agentic Applications
Published: at 11:00 AMExploring the fundamental shift in how users interact with intelligent software agents, from command-based interfaces to collaborative, intent-driven experiences that are reshaping human-computer interaction.
Generating an llms.txt file for your Astro Website
Published: at 11:30 AMA practical guide to creating an llms.txt file for Astro websites to make your content accessible to language models without complex crawling solutions - simple, efficient, and perfect for static sites.