Contextflo Blog

Changelog: April 2026

Everything we shipped in April 2026 - reports, dashboard collections, new connectors, MCP tools, and more.

April 30, 20264 minContextflo Team

A roundup of everything we shipped in April 2026. The highlights went out in our product update email - this is the full list.

April 2026 changelog

Scheduled Reports

Reports are live. Create automated, recurring reports powered by our AI agent - delivered to email or Slack with inline charts. Read more.

Dashboards

  • Dashboard collections for organizing dashboards into groups
  • Redesigned dashboard cards and detail page
  • KPI cards and tabular chart types
  • Dashboard activity logging

MCP & Chat Capabilities

  • Create and update saved queries, metrics, and business concepts from chat
  • Sync new tables from your data warehouse via the sync-table tool
  • Saved query versioning with full version history
  • Spreadsheet export tool for Excel downloads

New Connectors

  • Amplitude - retention, funnel, and revenue analytics
  • ClickHouse - full connector with schema introspection and query execution

Context Generation

  • Custom user prompts to guide context generation
  • Table Schema generation mode
  • Daily automatic schema sync to detect drift
  • Redesigned progress bar with live status
  • Generate or regenerate context from the review pane

Organization & Team

  • Bring Your Own Key - store your Anthropic API key for unlimited report generation
  • Role-based invites (admin or member)
  • Weekly admin digest with platform activity summary