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Posts tagged "code intent"

3 posts found

Featured image for article: From Code Graph to Context Graph: Why a Graph of Symbols Isn't a Graph of Meaning
May 19, 2026 code graph context graph code graph RAG

From Code Graph to Context Graph: Why a Graph of Symbols Isn't a Graph of Meaning

Everyone building code intelligence ends up at a graph, and then they start calling it a context graph because plain code graph stopped feeling like enough. But adding the word context does not add meaning. A graph of symbols and a graph of meaning are different objects. Here is the line between them, and why crossing it requires a verifiable code IR, not more edges.

Featured image for article: The Context Graph You Can Verify Code Against
May 23, 2026 context graph verify code against intent code graph RAG

The Context Graph You Can Verify Code Against

Context graph is a term people understand and reach for. But most things called a context graph are one-way extractions you can read and never check anything against. The version worth wanting is the one you can verify code against, and that single requirement is what separates an index from a verifiable code IR. Here is what verification demands, and why it is the only honest test of a context graph.

Featured image for article: Spec-Driven Development for Brownfield: Verify Code Against Intent With a Verifiable Code Context Layer
May 24, 2026 spec driven development spec to code code to spec

Spec-Driven Development for Brownfield: Verify Code Against Intent With a Verifiable Code Context Layer

Specs and code drift apart the day after you write the PRD, because they are two separate documents that nobody keeps in sync. A verifiable context layer derives the spec a codebase actually implements and then continuously checks the code against it. Here is how spec-driven development works on a brownfield codebase, and why it needs a verifiable code IR that checks code against intent.