Tesserae, self vs VibeDrift

Free, open-source dashboard server for e-ink displays. Compose dashboards in a browser, render dithered frames, and push them over MQTT or REST to e-ink panels....

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it.

About Tesserae, self

Free, open-source dashboard server for e-ink displays. Compose dashboards in a browser, render dithered frames, and push them over MQTT or REST to e-ink panels. Self-hosted, AGPL-3.0, no tracking. The same freeform editor, driven by an MCP agent: it runs the real tool loop, create the canvas, add a code element, append each source, and composes the panel while you watch. Daily Brief experimental Save Choose device… Send to panels . The MCP agent will add a code element and bind its data sources here as it composes the panel.

About VibeDrift

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it. See exactly how it works, free to use and fully public. Mid-task, Claude Code and Cursor ask your codebase what it already does, and get an evidence-backed answer in under a second. With and without VibeDrift, graded by an independent pass, it only changes things when the model would've gotten it wrong, and we show where it did nothing.