May 09, 2026
Newsletters are time-consuming to produce, but AI agents can handle 90% of the manual labor. You can build an autonomous system that finds news and writes your first draft.
Set up an agent that uses a search tool (like Tavily) to scan the web for specific keywords every 24 hours. The agent can evaluate the importance of each link, filter out the noise, and store the most relevant stories in a local database like DuckDB or LanceDB.
Use a creative writing model (like Claude 3.5 Sonnet) to synthesize the gathered information into your specific brand voice. The agent can generate catchy headlines, write concise summaries, and format the entire piece in Markdown or HTML, ready to be pushed to your email platform.