Posts
All the articles I've posted.
Compound Engineering vs Traditional Software Engineering: Why Linear Teams Can't Keep Up
Published: at 10:00 AMCompound engineering fundamentally differs from traditional software engineering by making each feature accelerate the next. Here's how an e-commerce platform built with compound engineering outpaces traditional 6-team linear development.
How the Ralph Loop Plays a Key Role in Compound Engineering
Published: at 10:00 AMThe Ralph Loop is an autonomous AI agent pattern that fundamentally changes how software is built. Combined with compound engineering practices, it's reshaping the future of software development forever.
Compound Engineering - The Next Paradigm Shift in Software Engieering
Published: at 08:00 AMAs AI-powered coding accelerates from 30-70% faster to 300-700% faster, compound engineering emerges as the critical paradigm. Learn why feedback loops, guardrails, and testing frameworks become the foundation of high-velocity development.
Workflows
Published: at 12:00 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.
The Agent Loop
Published: at 03:22 PMUnderstanding the agent loop - the fundamental cycle of perception, reasoning, action, and feedback that drives autonomous AI systems and enables sophisticated decision-making capabilities.
The Chasm between Building an AI Agent and a Reliable One
Published: at 01:00 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 04:22 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 04:22 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 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.