Costa & Associates · Works

Works

Research, systems, and writings from Costa & Associates.

Research

Agentic Work Systems

Lucas Meyer · Published 2026‑08‑08

A design paper on putting autonomous agents to work inside an organization without building new coordination machinery for them. Every organization already runs its work as a state machine — items moving through states, with assignment, artifacts, and a history — so agents are admitted as executors of a subset of its transitions, addressed through the same assignment primitive that addresses people. Gives the conditions of admission as a worker contract, and a deployment taxonomy of personal, team, and production agents distinguished by who holds the agent's instance.

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Sovereign Intelligence Systems

Lucas Meyer · Published 2026‑06‑21

An architecture paper describing a sovereign, self-hosted personal AI system: a hub-and-spoke design in which a single orchestrating agent composes small, single-purpose local services, with a deep look at the agent itself — its provider-agnostic loop, the object model that separates what the system ships from what an agent accrues, and the mechanisms by which agents persist, act autonomously, and collaborate.

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Learning Systems and Innate Behavior

Lucas Meyer · Published 2026‑05‑18

A research vision arguing that what makes a creature feel alive is the presence of innate stakes — internal states it did not choose, cannot disable, and must work to keep within viable ranges — and that the next generation of artificial agents may benefit from architectures designed to keep learning after they are deployed, rather than only during pretraining.

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Systems

Ollie System

A sovereign desktop operating system

A two-product ecosystem: a suite of standalone applications and a Linux-based desktop distribution, built around local-first data, sovereign storage, and minimal cloud dependency.

Visit olliesystem.com

Writings

Novels by JodiMarie Meyer

Romance, fantasy, character-driven fiction

Published works include Luc & Lila and Magic/Madness, with Desire & Deceit forthcoming.

Visit jodimariemeyer.com