Insights
Thought leadership on agentic AI engineering, team structure, and building AI-native organizations.
The 5 Levels of AI Agentic Software Development (2026)
From spicy autocomplete to dark factories. The 5 levels of agentic software development explain why most teams are stuck — and what Level 4 and 5 actually lo...
Agentic Coding vs. Vibe Coding: Why the Difference Matters (2026)
Vibe coding ships demos. Agentic coding ships products. Here's why the distinction matters for your career as a software engineer, and how to be on the right...
What Is Agentic Software Engineering? The Complete Guide (2026)
Agentic software engineering is the discipline of building production software with AI agents. Not vibe coding. Not autocomplete. Here's the methodology that...
How to Build Production AI Agents with Claude Code (2026)
A step-by-step guide to building production-grade AI agents using Claude Code. Subagents, MCP servers, worktrees, and real-world deployment patterns from an ...
Claude Code vs. Cursor vs. OpenAI Codex: Honest Comparison from a Practitioner (2026)
An honest comparison of Claude Code, Cursor, and OpenAI Codex from someone who uses all three daily. Which is best for what? A practitioner's take.
OpenClaw in Australia: The Practitioner's Guide to AI Agents (2026)
A practitioner's guide to OpenClaw (formerly ClawdBot/MoltBot) for Australian businesses and developers. Setup, security, use cases, and real-world deploymen...
OpenClaw Security Best Practices: What You Need to Know (2026)
OpenClaw has real security gaps. Here's what you need to know before deploying it in your business, from an AI agent expert and Anthropic Claude Ambassador.
PRD-Driven Development with AI: The Framework That Actually Works
Most AI coding fails because there's no spec. Here's the PRD-driven development framework that turns AI tools into engineering leverage instead of technical ...
You Didn't Get a Cost Reduction — You Got an Army
Your meetings aren't the problem. Your team size is. AI didn't change the brain's coordination limits — it changed the cost of getting the number wrong.
Stripe's Minions: 1,300 PRs a Week — What Their Architecture Actually Teaches Us
Stripe is merging 1,300 pull requests a week from autonomous agents. Here's what the architecture decisions behind Minions actually mean for how we build age...