DRM3 LABS

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Engineering and research. What we build, how it works, why it matters.

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dtaoscanBittensordTAO

dtaoscan 1.0: every Bittensor subnet, chain-exact

dtaoscan reaches 1.0. Every Bittensor subnet in one explorer: dTAO price and emissions, per-subnet detail, and a keyless address lookup that turns any wallet into a portfolio. Numbers are read from chain and signed the moment they are read. Live at dtaoscan.io.

Robert ChristianJuly 14, 20262 min read
DomainDriftDNSdrift

DomainDrift 0.9: the drift feed, one step from 1.0

DomainDrift 0.9. It scans around 50,000 domains on a loop and records every DNS, host, email, and certificate change with a signed receipt. Cyan marks what is steady, magenta marks what drifted since the last pass. Nearing 1.0. Live at domaindrift.io.

Robert ChristianJuly 14, 20262 min read
MorScanMorpheusMOR

MorScan 2.42: the Morpheus network, read and signed

MorScan 2.42. Real-time intelligence on the Morpheus compute marketplace: price from the on-chain pool, providers, inference sessions, and staked balances, all read from chain and signed the moment they are read. Source-open, CC0 dataset, agent-native. Live at morscan.io.

Robert ChristianJuly 14, 20262 min read
open sourceRPCEthereum

drm3-rpc-pool: 10x your free tier

We open-sourced drm3-rpc-pool, a config-driven JSON-RPC failover pool. Pool free endpoints behind one call so a single provider's 429s, lag, or outage stays theirs. In a live Base sweep it turned one free endpoint's ~25% success rate into ~100%, roughly 10x more calls that actually land.

Robert ChristianJune 23, 20265 min read
Pistachioreleasestreaming

Pistachio v0.30: SSE Streaming, Throughput Benchmarks, and Readiness Diagnostics

Pistachio v0.30. SSE streaming for chat completions with provenance metadata on every response. Built-in benchmark command for throughput auditing. pistachio doctor for readiness checks. Auto-reclaim toggle. Core Models template.

Robert ChristianJune 2, 20265 min read
Pistachioreleasecanary

Pistachio v0.26: Canary Rewrite, Error Classification, and Inference Pipeline Refactor

Pistachio v0.26. Claim-based inference with session-aware TypeScript SDK. Error classification with specific categories. Canary test uses the real inference path. Top Models stock template. 10 critical bugs fixed.

Robert ChristianMay 28, 20265 min read
PistachioreleaseDocker

Pistachio v0.23: Telemetry, Provider Intelligence, and Bugfixes

Pistachio v0.23. Telemetry store with full session lifecycle tracking. In-app provider limits documentation. Parallel close fix. Cache anti-resurrection. Redesigned sidebar. Docker image on Docker Hub. Deploy a Morpheus inference gateway in one command.

Robert ChristianMay 19, 20266 min read
PistachioreleaseAI inference

Pistachio v0.19: Direct Chain Reads, Canary Testing, and Error Attribution

Pistachio v0.19. Decoupled from Cashew, direct chain reads, signed capacity verification, canary and load testing, model blacklists, parallel session reclaim, RPC setup for desktop, error attribution, GEN 9 pass, DeepSeek V4 Pro and Kimi K2.6.

Robert ChristianMay 15, 20265 min read