Álvaro Tejero Cantero 31fb7c64a6
🎉 Add datascript graph overlay over the document
An index of identity, type, and topology in datascript, replacing the
per-file Ladybug database for reverse and cross-container questions.
Entity identity is the (container, shape) pair, never the shape id
alone: uuid/zero keys every page's root frame, duplicated pages share
non-root ids, and deleted components keep their own copy of the
main-instance subtree under the same ids.

app.graph.overlay projects a file's data into the index: pages and
component containers, shapes, components, and the asset node kinds the
Ladybug projection never gained (colors, typographies, token sets,
tokens), with their link transforms from beadpot's ledger (UsesColor,
UsesTypography, UsesToken) as reference attributes and relation
entities. Color references are stored per source (fill, stroke, text
content) so the sync path can rebuild each contribution from a single
:set operation.

app.graph.overlay.queries holds the shared rule set and the standing
question set. The four Cypher edge kinds are rules over indexed
attributes, so they cannot drift from what they restate. The helpers in
app.common.types.component and friends stay the oracle: instance-head?
is the [?s :shape/component-id _] clause, never a reimplementation, and
the local upward walk stays with ctn/get-parent-heads when the caller
holds the document, because the pointer chain beats the rule walk by
three orders of magnitude.

app.graph.overlay.sync applies Penpot change vectors to the index,
pure db-to-db, mirroring app.common.files.changes/process-change per
clause, including load-component-objects on soft component deletion.
app.graph.overlay.console parses, gates, and formats free-form Datalog:
datascript resolves namespace-qualified symbols in call position via
resolve, so every call symbol must be a built-in, an aggregate, or a
shared rule.

The suites pin: overlay answers identical to the helpers on constructed
fixtures (177 assertions, beadpot's graph tests backported with each
claim verified against a helper), synced index equal to a rebuilt one
after every prefix of a 29-change replay covering all 12 supported
change types, and the console gate.

Measured on the Pencil design system (49 pages, 21 256 shapes, 730
components): build 1.63 s, 157 893 datoms, about 7.5 MB retained,
answers identical to the helpers across 724 components, 1 000 sampled
parent-head chains, and 5 549 frame subtrees; sync p95 0.28 ms per
commit. The Ladybug session tier measured 33 to 43 s and 144 MB for a
20k-shape file the projection can ingest; the projection still rejects
every real file at the Path node.

AI-assisted-by: claude-fable-5
2026-10-06 10:32:57 +02:00
2026-09-25 11:11:44 +02:00
2026-09-23 18:53:25 +02:00
2021-11-15 09:54:36 -05:00
2026-09-29 09:07:34 +02:00
2026-09-29 09:07:34 +02:00
2020-08-11 10:11:23 +02:00
2025-01-22 15:46:23 +01:00
2026-07-22 14:18:51 +02:00
2017-03-06 18:42:58 +01:00
2026-09-22 10:22:31 +02:00
2025-06-02 12:09:20 +02:00
2023-11-15 10:55:39 +01:00
2026-06-09 18:48:03 +02:00
2020-08-05 11:19:34 +02:00

Verified DPG Penpot Community Managed with Taiga.io Gitpod ready-to-code

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Penpot is the open-source design platform for teams that build digital products at scale.

Penpot’s key strength lies in giving you full ownership of your design infrastructure. Built on open source and designed for self-hosting, it puts teams in complete control of their design environment supporting strict compliance and governance requirements. Whether used in the browser or deployed on your own servers, Penpot works with open standards like SVG, CSS, HTML, and JSON.

Real-time collaboration strengthens this foundation, helping teams scale and bring design closer to the product through top-tier capabilities. Additionally, developers feel at home using Penpot, because design is expressed as code, enabling a direct translation and shipping products faster.

Best-in-class native Design Tokens provide a single source of truth between design and development. They ensure consistency, improve collaboration, and make it easier to manage complex design systems.

The MCP server takes it further by enabling multi-directional workflows between design and code. A powerful open API and plugin system makes the workspace programmable, enabling automation, AI-driven workflows, and integrations with the tools and systems you already use.

With CSS Grid and Flex Layout, teams can design responsive interfaces that behave like real code from the start.

Combined, these features turn Penpot into a full-stack design platform for building scalable design systems and fully integrated product development processes.

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Why Penpot

Penpot connects design, code, and AI workflows through a code-based approach, making designs readable by developers and AI via the MCP server. This approach helps teams ship what’s actually designed and manage design systems at scale with powerful design tokens. As a self-hosted, open-source and real-time collaboration platform, Penpot offers full flexibility, security, and ownership without vendor lock-in. Learn more about why Penpot is the platform for your team.

Plugin system

Penpot plugins let you expand the platform's capabilities, give you the flexibility to integrate it with other apps, and design custom solutions.

Designed for developers

Penpot was built to serve both designers and developers and create a fluid design-code process. You have the choice to enjoy real-time collaboration or play "solo".

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Penpot offers integration into the development toolchain, thanks to its support for webhooks and an API accessible through access tokens.

Building Design Systems: design tokens, components and variants

Penpot brings design systems to code-minded teams: a single source of truth with native Design Tokens, Components, and Variants for scalable, reusable, and consistent UI across projects and platforms.

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Penpot Enterprise is our paid plan for organizations that need to scale their design work across multiple teams with advanced governance, security, and administration. Manage teams and access from a centralized Admin Console, configure advanced permissions, and connect your identity provider through SSO. Available for cloud and self-hosted environments, it combines enterprise controls with Penpot’s open-source foundation and open standards.

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License

This Source Code Form is subject to the terms of the Mozilla Public
License, v. 2.0. If a copy of the MPL was not distributed with this
file, You can obtain one at http://mozilla.org/MPL/2.0/.

Copyright (c) KALEIDOS SUBSIDIARY SL

Penpot is a Kaleidos’ open source project

Description
Penpot: The open-source design tool for design and code collaboration
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