838 Commits in Two Months: How I Built a SaaS Product with Claude Code

I started building Timberlogs on January 6, 2026. As I write this, it's March 9 — just over two months later. In that time the repository has accumulated 838 commits, shipped 61 versioned releases, and grown from a blank TypeScript project into a full-stack logging SaaS with a Cloudflare Workers backend, a real-time dashboard, TypeScript and Python SDKs, a CLI, an AI log assistant, and a landing page. I built most of it with Claude Code — Anthropic's AI coding tool — and I want to talk honestly about what that actually means. What is Timberlogs? Timberlogs is a structured logging service for modern applications. The pitch is simple: send logs from any language via a REST API or drop-in SDK, then search, filter, and trace them from a real-time dashboard at app.timberlogs.dev. It sits in the same space as Datadog Logs, Logtail, and Axiom — but built for developers who want something that just works, without the enterprise pricing or configuration overhead. TypeScript-first, globally dist