Posts
All the articles I've posted.
Antfarm Patterns - Orchestrating Specialized Agent Teams for Compound Engineering
Updated: at 05:00 AMHow multi-agent workflows using Antfarm turn compound engineering from theory into practice. Learn to orchestrate specialized AI agent teams that achieve 300-700% velocity gains.
Context Engineering is just the Art of Delegation
Updated: at 10:00 AMContext engineering sounds technical, but at its core, it's really just the art of delegation—giving AI the right information to do its job well, just like you would with a capable teammate.
Compound Engineering vs Traditional Software Engineering - Why Linear Teams Can't Keep Up
Updated: 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
Updated: 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 Engineering
Updated: 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.
Claude Code December 2025 - January 2026
Updated: at 08:00 AMDeep dive into Plan Mode, enhanced subagents, native plugins, SDK releases, and the architectural shifts that redefined Claude Code's capabilities in late 2025 and early 2026.
Workflows
Updated: 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
Updated: 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
Updated: 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.
ChatGPT is not an LLM - GPT is
Updated: 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.