x 7,233 people, events, talks, recordings, organizations, projects, topics, and photo albums—connected by 14,246 relationships. A conference page tells you what happened once. A community graph can tell you who was there, what they built, where the recording lives, which company they represented at the time, who
What began as a single benchmark for an AI's memory is now three, and the reason is worth stating plainly, because we did not set out to build a suite. We set out to attack one boundary — the governed boundary that decides who may reveal or change this,
marciana
MARCIANA-ADVERSARIAL-v1 is now a standalone benchmark with a site at adversari.al, a FirstPair book, six systems compared, and an open call for contributions — plus why the boundary is unforgeable, not just careful.
marciana
Marciana 2 turns ubiquitous AI memory into an auditable semantic layer with TypeDID, TypeSec, Grust, Sail, LakeCat, Apache Ossie, benchmarks, and a Honduras coffee-market proof.
first-pair
Rosetta now joins aligned editions to source-bound chunk, sentence, word, phrase, heading, variant, and Review workflows for editorial revision.
agent development
A new First Pair Press field guide to persistent remote agent development.
rgbdns
July 2026 — rgbdns 0.3.3 The first rgbdns release established the larger idea: rebuild the djbdns program family in memory-safe Rust without losing the small-program design, the tinydns data format, or the ability to understand the entire authoritative serving path. The newest release turns that implementation into
dns
A memory-safe Rust reimplementation of djbdns, a first-principles DNS book, and the conformance and performance evidence behind both.
LakeSail is building around a direct premise: keep the Spark developer interface, but replace the runtime beneath it. The open-source core is Sail, a Rust-native compute engine designed to run Spark-compatible workloads without the operational and performance costs that often come with JVM-based Spark clusters. That
rust
Rust AI Begins!
querygraph
Marciana makes AI memory privacy-first with typed capabilities, provenance, temporal history, TypeDID accountability, and durable QueryGraph persistence.
querygraph
The QueryGraph stack connects Grust 0.12, TypeSec 0.13 and Marciana memory, LakeCat 0.3, Sail, qg-rust, and qg-python in one governed semantic lakehouse.