Agents can edit repositories, query company data, and carry work across sessions. The harder question is how a company decides which changes become official.
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Agents can act. Who keeps the company coherent?
A technical comparison of agent workspaces, agent harnesses, and the organizational control layer Simmis is building.
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Five architectures for shared work between people and agents
How Wato, PromptQL, Dust, Buzz, and Simmis each choose a primary substrate for shared work between people and agents.
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What Bayesian inference does, in pictures
A research foundations guide to how probabilistic models turn evidence into distributions and how governed organizational history could support future learning.
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Copy-on-write branching: why isolated attempts can stay cheap
How structural sharing records only what changed and why that matters when people and agents work in parallel.
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Reading a causal graph: what your model knows
A research foundations guide to how causal graphs represent interventions and how governed organizational history could support future prediction.
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