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ContentsLab
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.

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.

Ridwanullah Oladosu4 min

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.

Ridwanullah Oladosu5 min