A comparison of direct vendor access, warehouses, and datasets for founders whose product, revenue, and usage live in three tools.

The hosted Supabase MCP server set up properly: OAuth instead of tokens, one project, read-only where it counts.

Tracing tells you what the agent did. It doesn't tell you the number is right. Here's what does.

Two things go wrong when an agent can query production: it can leak data it was allowed to read, and it can take your database down without leaking anything. Here are three ways to contain both.

Stop getting a different answer to the same question each week. Fix the query and the grain once, store it, and let a scheduled agent report from it.

Compare four ways to make company data searchable and usable by AI agents, from schema documentation and direct database access to MCP servers and Dreambase.

Compare four ways to create an analytics dashboard, including spreadsheets, BI tools, one-off AI visualizations, and governed Dreambase dashboards for Supabase.

A dataset is a structured collection of related data organized for a specific analytical purpose. Learn how datasets work, how they differ from tables and data marts, and how AI agents use them.

A data connector is software that lets an analytics product communicate with a data source. Learn how connectors authenticate, discover schemas, move or query data, and stay reliable.

MCP connects an agent to data tools. A reliable analyst workflow also needs governed queries, reusable semantics, validation, provenance, and shareable outputs.

Compare PostHog, Amplitude, Cube, Hex, and Dreambase by the analytical job each platform owns and how the layers can work together.

Set up the Dreambase MCP and skills, run one prompt to get a Supabase health report as an infographic, then let your agent apply the high-priority fixes and benchmark the results over time.

Extend Supabase's 'hire an agent' pattern into a daily Claude Cowork task that reads Vercel and Supabase logs, benchmarks health in Dreambase, writes a designed SRE review, and alerts Slack only when something is wrong.