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The thesisChasing Jarvis: The Bottleneck Was Never the CodeWe are learning to build and ship real digital products using AI coding agents. The gap between idea and shipped product is no longer technical, it is contextual.The methodEvery Product Needs a HomeBuilding a modern website in the age of AI agents: a manual, told through the new website of The CuratorThe researchContext as Architecture: Full-Corpus Grounding, Orchestrated Agentic Development, and Compliance-by-Design in a Production AI Assistant PlatformThis paper reports a longitudinal design-science case study of a single production artefact — Lumina, a multi-tenant AI assistant platform — across two complete generations built fourteen months apart in capability terms and seven months apart in calendar terms.

Showing 5 of 5 works · newest first · topic: Context Engineering

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Research30 Sep 2026 · Paper

Knowledge Accumulates, State Supersedes: Structuring and Carrying Context for Multi-Session, Multi-Harness AI Agent Work — A Design Study of The Curator, an Open-Source Context Engine

Large language model (LLM) agents now carry out work that outlasts a single session: building software, running literature reviews, writing books, producing campaigns. Every session, however, begins with an empty context window, and when the work moves to a different agent harness, a different model or a different computer, whatever the previous session knew is lost.

The CuratorResearchGate
From Lab to Life20 Sep 2026 · Essay

The Context Engine

Three kinds of context, three write rules, and a project that outlives the session, the harness, the model and the machine

The CuratorMedium (canonical) · Substack
From Lab to Life30 Aug 2026 · Essay

The Handoff Writes Itself

The confession piece about two years of hand-written handoff files. The flaw: the most degraded model writes the most important document.

The CuratorMedium (canonical) · Substack

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