







Hello! I'd like to propose new work for DASL: the [STAR](https://tangled.org/microcosm.blue/star/tree/main/v1-star) (/STAR-lite) archive format. I originally made STAR as a stricter, simpler, safer, more efficient alternative to CARs for atproto public repository exports. Its v0 now has several library implementations and has at least two production producers and half a dozen consumers in the Atmosphere, but is very atproto-coupled. STAR is [being considered](https://github.com/bluesky-social/proposals/pull/114) as the standard format for [atproto spaces](https://github.com/bluesky-social/proposals/tree/main/0016-permissioned-data) repo exports. After iteration with @dholms.at and @bnewbold.net, STAR's spaces-compatible v1 is becoming a more general-purpose format for ordered key-value data, and I think, a potentially good fit with DASL. Following the DASL governance [steps for proposing new work](https://dasl.ing/governance.html#:~:text=Proposing%20New%20Work): ## What will be implemented A specification ([in progress](https://tangled.org/microcosm.blue/star/tree/main/v1-star)), reference implementations, test vectors. ## Who wants it Data exports in atproto is one established use-case. People have been motivated to request public archives in STAR-lite format from [hubble](https://web.hubble.microcosm.blue/): 260M STAR-lite archives served vs 6M CAR. Repositories compress to a bit under half the size compared to CARs, which translates directly into faster network backfill rate in many cases (this is not exactly apples-to-apples: STAR-lite omits the MST entirely since it's deterministic from the data and cheap to reconstruct). More on the pain it addresses [here](https://pckt.blog/b/data-service-diaries/war-on-cars-5xa5v73). The atproto spaces protocol proposes an LtHash set as its canonical data integrity structure instead of a MST: flat key-value with no tree or DAG structure at all to benefit from CAR's CID indexing, fitting more naturally (and without the incompressible CID overhead) into something like STAR. ## Fit with existing primitives STAR-lite builds on DRISL/DASL-CBOR, and uses `varint`-prefixed framing like DASL-CAR. Where DASL-CAR fits DAG-shaped data well, STAR-lite is a more natural fit for flat key-value data. ## Confirm willingness to serve as an editor I confirm! ## Other criteria not covered above Implementation: there is currently a v0 reference [rust](https://crates.io/crates/star-lite) + a third-party Objective-C implementation. I will be adding v1 support to the rust library soon. I think there will be more implementations, especially if it gets adopted by atproto spaces. Community Support: Existing growing uptake of the v0 format, possible standardized use in atproto-spaces, [active evolution](https://bsky.app/profile/bad-example.com/post/3mwc5n4f4gk24) based on feedback. --- Atmosphere post: https://bsky.app/profile/did:plc:lulmyldiq4sb2ikags5sfb25/post/3mwohvqxhpc2h Upcoming CID Congress presentation at https://luma.com/8w8swmx2
DASL: Content-Addressable aRchives (CAR)
The CAR format offers a serialized representation of set of content-addressed resources in one single concatenated stream, alongside a header that describes that content.

DASL — Data-Addressed Structures & Links
A small set of simple, standard primitives to work on content-addressed data.

DASL — Data-Addressed Structures & Links
A small set of simple, standard primitives to work on content-addressed data.

DASL: MASL — Metadata for Arbitrary Structures & Links
MASL is a CBOR-based metadata system that is designed to work well with content-addressed and decentralised systems, to enable fully self-contained, self-certified content distribution.

@dasl/weasl - npmx
Warehouse that's Extensible for Arbitrary Structures & Links (WEASL) — @dasl/weasl — DASL store

n0-computer/iroh-docs
Multi-dimensional key-value documents with an efficient synchronization protocol.
DASL: DRISL — Deterministic Representation for Interoperable Structures & Links
DRISL is a serialization format that is deterministic (so that the same data will have the same CID) and that features native support for using CIDs as links. It is based on CBOR, using a narrow profile of CBOR's "Core" featureset called "[[cborc-42]]", specified formally in this IETF document.

Michael-Obele/svelte-idb
Zero-dependency, SSR-safe, Svelte 5 runes-native IndexedDB wrapper
Crossref: The sustainable source of community-owned scholarly metadata
This paper describes the scholarly metadata collected and made available by Crossref, as well as its importance in the scholarly research ecosystem. Containing over 106 million records and expanding at an average rate of 11% a year, Crossref’s metadata has become one of the major sources of scholarly data for publishers, authors, librarians, funders, and researchers. The metadata set consists of 13 content types, including not only traditional types, such as journals and conference papers, but also data sets, reports, preprints, peer reviews, and grants. The metadata is not limited to basic publication metadata, but can also include abstracts and links to full text, funding and license information, citation links, and the information about corrections, updates, retractions, etc. This scale and breadth make Crossref a valuable source for research in scientometrics, including measuring the growth and impact of science and understanding new trends in scholarly communications. The metadata is available through a number of APIs, including REST API and OAI-PMH. In this paper, we describe the kind of metadata that Crossref provides and how it is collected and curated. We also look at Crossref’s role in the research ecosystem and trends in metadata curation over the years, including the evolution of its citation data provision. We summarize the research used in Crossref’s metadata and describe plans that will improve metadata quality and retrieval in the future.

Column Storage for the AI Era
In the past few years, we’ve seen a cambrian explosion of new columnar formats, challenging the hegemony of Parquet: Lance, Fastlanes, Nimble, Vortex, AnyBlox, F3 (File Format for the Future). The thinking is that the context has changed so much that the design of yore (the previous decade) is not going to cut it moving forward. This seemed a bit intriguing to me, especially since the main contribution of Parquet has been to provide a standard for columnar storage. Parquet is not simply a file format. As an open source project hosted by the ASF, it acts as a consensus building machine for the industry. Creating six new formats is not going to help with interroperability. I spent some time to understand a bit better how things actually changed and how Parquet needs to adapt to meet the demands of this new era. In this post I’ll discuss my findings.
DASL: RASL — Retrieval of Arbitrary Structures & Links
RASL is a URL scheme used to identify content-addressed DASL resources along with a simple HTTP-based retrieval method.

veritiles v0.3 is out 🚀 The proof format is now DASL + AT Protocol compatible from the ground up, using raw/dag-CBOR CIDs, DRISL descriptors and MASL bundles. github.com/guillaumemichel/veritiles @dasl.ing @atproto.com
GitHub - guillaumemichel/veritiles: Verified map tiles: fetch PMTiles byte ranges from any untrusted HTTP host and cryptographically verify every byte against a content identifier before your map renders it. Zero dependencies; drop-in pmtiles Source for MapLibre GL, Leaflet, and OpenLayers.
github.comTLDR in English Just did an automation using @airglow.run that will save me so much work from now on Every tangled repo I give a star will now be saved into my @semble.so collection for atproto-related repos, using the permanent URL
Victoria
Mal conheço o Airglow e já considero PACAS Acabei de fazer uma automação que vai me poupar um trabalhão Todo repositório do Tangled que eu dar uma estrela, vai ser automaticamente salvo numa coleção do Semble, E USANDO URL PERMANENTE (que usa DID e não handle)!!!!! airglow.run/u/vicwalker.dev.br/3ml5ixicbo…