grainworks

#Research

Posts

Memory Architecture Research

· 2 min read ·research, memory, agents
Research into agentic memory systems — comparing Sibyl Memory (LongMemEval #2) against Holographic for offline, local-first Hermes Agent deployments.

Blumat Automatic Watering — Research

· 1 min read ·research, gardening, sensors, iot
Research into Blumat automatic watering systems for garden and greenhouse applications — pressure-regulated drip irrigation driven by soil moisture sensors.

Josh.ai — ELV Dealer Research

· 1 min read ·research, smart-home, josh-ai, voice-control
Comprehensive research dossier on the Josh.ai voice control platform for ELV (Electronic Lifestyles) dealer integration.

Post-WWII Tech Boom — Economic Research

· 1 min read ·research, economics, history, technology
Analysis of the post-WWII technology boom — how wartime R&D investment shaped the consumer technology landscape, and lessons for today.

SOUL.md — Trait Analysis & Personality System

· 2 min read ·ai, personality, research, experimental
An experimental framework for composing AI agent personas — trait vectors, archetype blending, and multi-agent personality systems.

Sibyl vs Holographic — Memory at the Grain

· 1 min read ·memory, agents, hermes, comparison, research
Side-by-side evaluation of Sibyl Memory and Holographic as agentic memory providers for Hermes Agent — architecture, tradeoffs, and the verdict.