⚡ This week on
@paxeer_app /$SID Sidiora Labs ⚡
Gideon shipped. And Neo is stepping aside.
Announced Tuesday, source published Wednesday — 930,000 lines of Python, Apache-2.0, open for anyone to read. A personal agent that runs on your machine: your files, your shell, your services. Not a hosted product holding your keys.
Their own framing: "Built for one person who wants an agent with real access to their own computer and their own services, without handing the keys to a hosted product. State lives in a directory you choose."
Console, desktop and mobile. Bring your own model — Anthropic, OpenAI, Bedrock, or run it local.
gideon.centra.ag is live.
HyperMind landed, and it came with a number.
A memory engine for agents. Append-only encrypted ledger, provenance on every claim, consolidation modelled on NREM and REM sleep phases.
And this: LongMemEval, 459 out of 500 — 91.8%. With the dataset hash, the scorer revision, all 500 answers and the per-category breakdown published so anyone can check it.
Read the disclaimer too, because it's the best sentence in the repo: "Targets are acceptance criteria, not achieved scores."
Sidiora Labs rebuilt itself as a research lab.
Eight systems in four categories. Platforms: Centra, Workmates. Infrastructure: LayerX, Paxeer. Runtimes: Keith, Ion, Sturgis. Protocols: Machine Genome.
And 18 open-access technical reports — the Prometheus Papers. Intent compilers, memory architecture, prompt injection as privilege escalation, the reproducibility crisis in agent evaluation. IEEE format, real citations, and explicit "Claims Not Made" sections.
"Intelligence is a system. Not just a model in a chat, but a system that remembers, acts, and learns."
And underneath all of it — the testnet is being built, piece by piece.
Thirty-two named work lanes merged this week, thirty-one of them prefixed tn-. Genesis metadata. Custody credit delivery. Gateway state routes. Explorer index. Mirror signing. Ramps wiring. Settlement consumers. Relay archive. Interop conformance. Cluster bring-up.
Eighty-five commits. Eighteen thousand lines. Every component a public testnet needs, landing one lane at a time.
Plus the whole application layer finished in 48 hours: an NFT standard, multisig and timelock, a naming registry, oracle access, a swap program, and self-custody as the default. The naming program is already in a deploy lane.
Four repos. One benchmark. Thirty-two lanes.
All of it Apache-2.0 or MIT. All of it public.
Go read it.