Platform
Alfred · Orty · Codey
A connected assistant platform in active development: an Android client, a modular FastAPI service, and supervised engineering capabilities. The work emphasizes explicit state, durable memory, and honest action boundaries.
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Engineering
LLAgent
A local-first engineering workflow engine that keeps project context, evidence, and verification state explicit while giving models bounded inputs.
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Research
On-device intelligence
Current research includes efficient speech-to-text for on-device deployment and methods for making agent reasoning, context, and verification more dependable.
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