From Lab to Life30 Sep 2026 · Essay
The Right Context, Not All of It
Written deliberately as a lesson rather than a product story, taught through The Curator v3.80.0.
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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.
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
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.
From Lab to Life31 Jul 2026 · Essay
Lumina: An AI Agent Your Business Can Stand Behind
The behind-the-scenes rebuild of Lumina from Gen-1 to an enterprise-grade Gen-2.
From Lab to Life14 Jun 2026 · Essay
Blueprint of a Frontier Coding Agent
Inside the machinery that powers modern AI development, and why understanding it matters even if you never write a line of code
From Lab to Life3 Jun 2026 · Essay
Context is the Code: The Complete Three-Phase Process for Building with AI Agents
In the first article, I named the phases: Context Engineering, The Build Phase, Production and Deployment. That naming had an unintentional effect. By calling Phase One “Context Engineering,” I implied that context engineering was something you did once — at the beginning — and then left behind.
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From Lab to Life14 May 2026 · Essay
The Agent Memory Problem — And Why Your Second Brain Might Be the Answer
A survey of how the industry is attacking agent memory (vendor memory products, vector stores, managed memory services, file-based memory), why context windows alone fail at agent scale ("context rot"), and why a compiled Markdown…
From Lab to Life26 Mar 2026 · Essay
Two Worlds of Code: The Gap Between AI Agent Orchestration and Legacy Development
The canonical home of the Solo era / Symphony era framing.
From Lab to Life16 Mar 2026 · Essay
Behind the Curtain: The Three-Phase Process I Use to Build Every AI-Coded Product
Two years ago, I started an experiment. I wanted to know whether I could build production-grade software products without writing most of the code myself. Not because I was lazy. Because I had thirty years of product ideas and not nearly enough development hours to explore them.
From Lab to Life16 Aug 2025 · Essay
From Prompts to Precision: The Art & Science of Context Engineering
Mastering the discipline that transforms how we communicate with artificial intelligence.
From Lab to Life14 Aug 2025 · Essay
The Context Engineer's Toolkit: Essential AI Tools for All Levels
A practical toolkit for context engineering at every skill level. Covers model-selection frameworks, prompt patterns, and how to match a tool's capability to the complexity of the use case.
From Lab to Life11 Aug 2025 · Essay
The Claude Desktop Coding Agent Experiment: Early Results & Context Management Lessons
The Claude Desktop coding-agent experiment. Documents the real productivity gains alongside the quality constraints: what worked in conversational programming, where human oversight was still required, and why context management was the deciding factor.