Posts
All the articles I've posted.
The Chasm between Building an AI Agent and a Reliable One
Published: at 05:30 AMUnderstanding the fundamental difference between building a demo AI agent and building a production-ready reliable one. Exploring the reliability chasm and how defensive architecture, pre-action checks, post-action verification, and proper turn transitions are essential for creating agents that work consistently in real-world scenarios.
The Route to Artificial General Intelligence
Updated: at 08:52 PMExamining the potential pathways to Artificial General Intelligence (AGI), discussing current approaches, challenges, technological requirements, and implications for society.
ChatGPT is not an LLM - GPT is
Published: at 08:52 PMUnderstanding the crucial distinction between ChatGPT as an agent and GPT as a Large Language Model - why this difference matters for AI development and user expectations.
Agentic RAG and Context Engineering for Agents
Published: at 08:52 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 08:00 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 03:30 PMLLM 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 05:15 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 06:10 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 08:40 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 03:30 PMTechnical 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.