OpenAI: Internal Codex Output Tokens Grew 56x in Research, 32x in Support, 27x in Engineering, 13x in Legal Since Nov 2025
Latent Space·high signal
Latent Space's AINews surfaced OpenAI numbers showing median internal Codex output tokens have grown 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025. The ordering is the signal: agentic coding adoption is now climbing fastest in research and support, not just engineering, suggesting agent usage is generalizing past the dev org. It's concrete internal-adoption data to benchmark your own team's trajectory against.