The Contents Lab Blog
Writing, research, and the craft of content.
Notes from the team on product, research methodology, AI in content, and the slow art of writing things worth reading.
Writing
Why the calendar is the spine of every content project
Most content tools give you a blank page. We give you a calendar. Here is why that single design decision changes everything — from accountability to momentum to shipping cadence.
Publishing to 4 social channels from one queue
Plan once, publish everywhere. A look at the multi-channel publishing architecture in Contents Lab — and why per-channel variants matter more than you think.
Deep Research agent: how we taught AI to do real, scoped research
A behind-the-scenes look at the Deep Research AI agent — what it actually does, how it scopes a query, and why it does not hallucinate sources.