May 2, 2026

Dashboards, drama, and DaC confusion

Show HN: DAC – open-source dashboard as code tool for agents and humans

This dashboard builder wowed coders, but the comments instantly turned into a wishlist and a naming roast

TLDR: DAC is a new open-source tool that lets people build and update dashboards from text files, with AI built in. Commenters loved the review-friendly idea, but quickly pushed for answers on security, hosting, and whether this is truly new — while also clowning the name.

A new open-source project called DAC wants to make building data dashboards feel less like wrestling with software and more like editing a file. In plain English: instead of clicking around a bunch of menus, you can describe a dashboard in text, let an AI helper update it, and pull data from big-name databases like Postgres, MySQL, Snowflake, and BigQuery. That alone got plenty of people excited, with one early fan saying the real magic is that a dashboard could finally be reviewed in a pull request before it goes live — music to the ears of anyone who’s ever had a mystery chart break in silence.

But the real action was in the replies, where admiration quickly turned into "okay, but what about the hard stuff?" The biggest practical demands were around logins and hosting: people loved the concept, yet immediately asked how companies are supposed to lock it down and run it safely. Another crowd went straight for the "why this instead of Vega-Lite?" angle, basically asking whether DAC is a fresh shortcut or just another language in an already crowded space. And then came the classic internet side quest: the name. One commenter joked they showed up expecting a totally different kind of DAC, turning the thread into a mini roast over whether the tool should really be called DaC instead.

There was also a very 2026-style dream in the mix: users typing, “build me a dashboard for this,” and having the AI create and save it on the spot. So the mood was clear: people are intrigued, but they want proof, polish, screenshots, and fewer naming identity crises.

Key Points

  • DAC is an open-source dashboard-as-code tool that defines, validates, and serves dashboards using YAML or TSX.
  • The tool supports dynamic TSX features, a built-in semantic layer, and AI-assisted dashboard editing through Codex.
  • DAC works with major databases including Postgres, MySQL, Snowflake, BigQuery, Redshift, and Databricks via Bruin connections.
  • The project includes CLI installation, starter templates, example projects, and bundled authoring skills for Claude and Codex.
  • DAC sends anonymous telemetry about command usage by default, excludes dashboard/query data and credentials, and allows opt-out through environment variables.

Hottest takes

"The ability to PR a dashboard would've helped us in multiple companies" — ktrnka
"Why not use Vega-Lite? It’s my go-to data viz DSL with Claude" — hasyimibhar
"came here for another DAC" — 5-0
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