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Michaelmas term restarts, with Forester replacing my traditional printed FoCS notes, GeoTessera is now wall-to-wall across dual Zarr/Icechunk stores, and a trip to Oxford's Intelligent Earth CDT.
Working through dClimate's wall-to-wall v1.1 Tessera embeddings, and finding threatened species near you with the Dash of Life.
GETMobile micro-NPU article and package calculus published, TESSERA embeddings conversion using Fargate Spot, and starting to shift to Forester for teaching.
A petabyte of TESSERA embeddings moves to Source Cooperative, and Taposaur's GROBID metadata index and capability-based downloader take shape for Evidence TAP, while Eio gets some native Windows support.
Travelling from Ireland to IIT Madras for the FP Launchpad launch, mirroring half a petabyte of TESSERA embeddings to AWS Open Data, antibotty discussions, and Tangled trust boundaries for AI code review.
On cognitive DDoS and AI screen time for code, a proposal for voluntary disclosure in OCaml, iOS misery, releasing GeoTessera 0.8 and spatial indexing and the FP Launchpad launch at IIT Madras.
Publishing the OxCaml Labs year-one review, POSSE and AI content disclosure for the web, adopting the geo-embeddings Zarr convention for TESSERA, action PROPL at PLDI, the death of the grant application, and NASA's new swathe lidar mission.
Community feedback reshaped our Zarr store layout — years became a dimension, shards got bigger, and we retired the TESSERA-specific convention in favour of a shared geo-embeddings standard that also covers other models.
Reworking the TESSERA Zarr store layout after community feedback, Springer's API woes for evidence synthesis, vibecoding introspection, and git remote helpers for ATProto.
How we restructured TESSERA's geospatial embeddings from millions of individual numpy files into sharded Zarr v3 stores for efficient HTTP streaming, enabling everything from single-pixel mobile lookups to regional-scale analysis with just a couple of range requests.









