A public-safe technical essay arguing that when agent execution becomes abundant, human specification, supervision, validation, integration, memory, and closure become the limiting resources.
Published
Agentic AIHuman AttentionContext As CodeRepository Governance
Nine Complete Enterprise Sites, One AI Prototyping Lab
Nine complete enterprise service-site prototypes are preserved inside one interactive SharePlane artifact, with architecture, repository mechanics, role boundaries, management rationale, SharePoint comparison, and exact source identities.
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AI PrototypingEnterprise Web ExperienceContext As CodeAgent Readable Web
A SharePlane article defining work evaporation as the loss of recoverable context around AI-assisted work and presenting a governed continuity system that extracts decisions, binds evidence, records provenance, and makes work reusable beyond the originating session.
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AI Assisted WorkKnowledge ContinuityContext As CodeProvenance
Rapid AI-assisted prototyping should become visible to development teams early, while active engineering collaboration should occur through stable, reproducible checkpoints rather than against a continuously changing experimental branch.
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AI Assisted DevelopmentEngineering GovernanceProduct PrototypingSoftware Delivery
SharePlane is a static publishing library and a governed context-as-code operating model. This artifact explains how versioned authority, human judgment, bounded agents, deterministic generation, validation, receipts, and exact-head publication turn rough ideas into durable public work.
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AI GovernanceArchitectureContext As CodeMulti Agent Systems
A systems-engineering thesis on why AI is making ordinary application implementation increasingly replaceable while product intent, data, contracts, provenance, and validation become the durable assets.
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Enterprise ArchitectureSource AuthorityContext As CodeStrategy