Agentic engineering guides for your business
In-depth cornerstone articles on definitions, tools, ROI and workflows. Grounded, practical and with direct links to matching lessons and resources.
How LLMs Actually Work: Tokens, Context and the Performance Cliff
A plain-language guide to how large language models work: what tokens are, how the context window limits them, and why long prompts get worse, not better.
Fundamentals · 9 min readClaude Code for Business: Setup, Workflows and Security
How to use Claude Code in a business: installation, safe workflows, project rules with CLAUDE.md and governance. A practical guide for teams and leaders.
Tools · 10 min readChoosing an AI Model: Haiku, Sonnet, Opus, GPT and Gemini Compared
How to choose between Claude Haiku, Sonnet and Opus, OpenAI GPT and Gemini: model tiers, honest benchmarks, pricing and where to get strong models cheaply.
Tools · 9 min readShip Your First App with AI: From Idea to a Live Website
A beginner guide to building and shipping a real website with AI: scaffolding, a dev server, Git and GitHub, then deploying to Vercel with a custom domain.
Fundamentals · 10 min readThe Modern App Stack Explained: Auth, Data and Payments
How a modern SaaS fits together: frameworks, Clerk for authentication, Convex for reactive data and Stripe for payments. A clear map for builders.
Technology · 10 min readAgent-First Products: Why AI Must Love Your API
Why the next wave of users includes AI agents, and how agent-first design and an API-over-UI philosophy get your product adopted and recommended by AI.
Business · 8 min read