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Purpose The Canonical JSON Model defines the stable, deterministic representation of AI execution state produced by a FACET-compliant system. Its goal is to ensure that: identical inputs produce byte-for-byte identical JSON outputs are comparable, cacheable, diffable, and replayable provider-specific formats do not leak nondeterminism into downstream systems Canonical JSON is the boundary artifact between deterministic…

Introduction In this post, we’ll explore how to build a comprehensive form configuration factory function for SvelteKit’s Remote Forms. We’ll start with a basic implementation and progressively add features, building up to a production-ready solution that handles validation, dirty state tracking, navigation blocking, and more. Prerequisites This post assumes familiarity with: Svelte 5 runes ($state,…

As a best-selling author, I invite you to explore my books on Amazon. Don’t forget to follow me on Medium and show your support. Thank you! Your support means the world! Think of it like this: you build a perfect little model of your application’s world, with all its specific parts and pieces in exactly…

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It’s been a productive period for building and shipping open-source software. Through 2024 and into 2025, I’ve focused on creating tools that solve specific developer problems—from better API documentation to bridging the gap between AI and codebases. Here is a summary of the key projects I’ve released and maintained. A quick theme across all of…