Meet Gruff Rag — a developer hero debunking AI hype around “GraphRAG” , “Context Engineering,” and “Semantic Layer.” If anything, Gruff Rag is more real than GraphRAG. As the former AI Community Architect, I’ve spent an year and a half connecting OSS AI communities in graph space, eliciting patterns that emerging
How devreal.ai links Functional TV metadata and external videos through portable W3C Web Annotations.
August 2026 — rgbdns 0.6.3 DNSSEC can look like an invitation to build a control plane: a key database, a signing service, an RPC protocol, a stateful rollover controller, and an online authority that knows too much. That would be one way to add cryptographic signatures to DNS. It
a URL reservation system between two SaaS platforms
For almost a decade, I've used the chief.sc domain in bit,ly, as a custom domain for my short URLs, typically Medium posts on my own publication chiefscientist.org. At some point bit.ly caught up to my free account with a custom domain, and I could
The shortest, deepest technical conference about Rust in AI: ten systems talks compressed into one three-and-a-half-hour San Francisco meetup. Rust AI Begins was built as a technical sprint. On July 27, 2026, builders gathered at AWS Builder Loft in San Francisco to show where Rust is
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-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 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.
Rosetta now joins aligned editions to source-bound chunk, sentence, word, phrase, heading, variant, and Review workflows for editorial revision.
A new First Pair Press field guide to persistent remote agent development.