Briefer – Multiplayer notebooks with schedules, SQL, and built-in LLMs
Hi HN! We're Lucas and Lucas from Briefer and we're building better notebooks. Our notebooks are kind of a mix between Notion and Jupyter with extra features, like the ability to schedule notebooks, turn them into dashboards and apps, and write SQL queries whose results turn into data frames automatically. We're building better notebooks because we think they're a great idea poorly executed - for three reasons. The first problem with notebooks is that they're difficult to share. Non-technical people don't want to download docker containers and install Python libraries to see what the data…
Briefer – Multiplayer notebooks with schedules, SQL, and built-in LLMs launched on July 23, 2024 with 265 votes, #197 of 5,184 launches that month and more than 95% of that year's launches. The site was not reachable when checked in September 2026.
In plain words
Briefer is a collaborative notebook platform that combines features of Notion and Jupyter, designed for data teams and non-technical users. It allows users to write and schedule notebooks, create SQL queries that automatically convert to data frames, and transform notebooks into interactive dashboards and applications. The platform addresses traditional notebook limitations by enabling easy sharing without requiring software installation, maintaining live data connections to prevent stale information, and supporting multiplayer collaboration.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hi HN! We're Lucas and Lucas from Briefer and we're building better notebooks. Our notebooks are kind of a mix between Notion and Jupyter with extra features, like the ability to schedule notebooks, turn them into dashboards and apps, and write SQL queries whose results turn into data frames automatically. We're…
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Source: Show HN post ↗ · launch text quoted in part
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