Posts
All the articles I've posted.
Ambient Agents - The Future of Always-On AI Assistance
Updated: at 07:59 AMExploring ambient agents—AI systems that operate continuously in the background, monitoring, learning, and acting autonomously to support human work and decision-making without requiring explicit activation.
Workflows
Updated: at 09:59 AMAI workflows are structured sequences combining human logic and AI agents to automate complex decisions. Learn how agentic workflows differ from traditional automation, discover the pre-action check pattern that reduces hallucinations by 40%, and get started with workflow tools like n8n, Zapier, Flowise, and Lindy.
What Is an Agent Loop? How AI Agents Reason, Act and Observe
Updated: at 11:59 PMWhat is an agent loop? The repeating cycle where an AI agent reasons, calls a tool, observes the result, and repeats until the goal is met. Steps, a code example, how it differs from an agent harness, and design pitfalls.
The Chasm between Building an AI Agent and a Reliable One
Updated: at 03:21 PMUnderstanding 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.
Is ChatGPT an LLM? Not Exactly - It's an Agent Built on One
Updated: at 12:59 AMIs ChatGPT an LLM? Not exactly. ChatGPT is an agent system built on GPT models, with memory, tools and orchestration around them. Here is the difference and why it matters if you build with AI.
Agentic RAG and Context Engineering for AI Agents
Updated: at 04:21 PMWhat is agentic RAG and how does it differ from traditional RAG? Understanding context engineering for agents, dynamic context retrieval techniques, and agentic retrieval methods. Learn to build AI systems that actively manage knowledge for better reasoning.
Memory-Based Agent Learning - The Path to Truly Autonomous AI
Updated: at 04:21 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
Updated: at 03:29 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.
What is Context Engineering? (The Evolution Beyond Prompt Engineering)
Updated: at 10:59 AMUnderstanding 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
Updated: 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.