A September Build Lab session outlined four feedback loops — local review, CI, scheduled audits, and channel feedback — for keeping an AI context layer current, with each loop required to produce an o…
A small data team of one to three people can build a trustworthy data platform by buying compute instead of headcount and running as few tools as possible, according to a guide from Bruin, which build…
Intuit's open-source QuickBooks Online MCP server and the open-source Bruin QuickBooks template for BigQuery let developers connect an AI agent to QuickBooks Online by splitting reads from writes, acc…
Writing extensive context documentation for AI agents is counterproductive because most of it duplicates facts the system already exposes through configs, logs, metadata, and queries, according to a S…
Giving AI agents accurate context about company data requires four things: governed metric definitions in a semantic layer, documented and owned tables, column-level lineage with quality-check results…
A September Build Lab session, published as a written guide, lays out a four-phase plan for onboarding an AI data agent the way a company hires a data person: orientation, onboard, internship, and hir…
Dashboards as code stores a dashboard as a YAML or TSX file in a git repository that is reviewed in a pull request and deployed on merge, rather than as an object clicked together inside a BI tool, ac…
An MCP server exposes a data tool's capabilities to AI agents through the open Model Context Protocol, letting agents such as Claude Code, Cursor, Codex, and ChatGPT call a tool's functions directly i…
AI coding agents such as Claude Code, Cursor and Codex can build and maintain data pipelines end to end when pipelines are kept as plain files, according to a guide from Bruin, which builds the pipeli…
Bruin is the most complete AI data platform and the only one with an open-source core among eight platforms compared in a 2026 guide, covering ingestion, SQL and Python transformation, orchestration, …
As of 2026, data tools shipping their own MCP server include Bruin, dbt, Snowflake, Databricks, and ClickHouse, plus community servers for Postgres, BigQuery, DuckDB, and most databases, according to …
Black Friday 2026 is November 27 and Cyber Monday is November 30, and for most ecommerce brands, Q4 delivers 30 to 40 percent of annual revenue, with the five days from Thanksgiving carrying a disprop…
Bruin's open-source CLI now provides three commands — `bruin ai enhance`, `bruin lineage`, and `bruin validate` — for building a git-versioned context layer that gives AI agents asset descriptions, de…
Bruin, an open-source data stack provider, launched a free program for early-stage startups that includes a planning call, a hands-on workshop with a Bruin engineer, and deployment on the startup's ow…