CtxRay, available on GitHub, provides a local-first observability and control layer for OpenAI Codex that enables users to audit context , detect configuration drift, and generate token receipts. The tool runs on the developer's machine and allows locking what Codex loads before execution, addressing concerns about context transparency in coding agent workflows.
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getreadyforagents.com — original article
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