Debugging production on Cloudflare with Codex.
How Codex can use OneQuery-connected Cloudflare logs to inspect production failures, separate evidence from guesses, and make targeted code changes.
4 min readOneQuery
Blog
Context Enrichment with OneQuery
A practical workflow for implementing the context enrichment layer described in OpenAI's in-house data agent writeup with schema facts, bounded SQL evidence, and code references.
7 min read
A Safe Data Access Layer for LLMs
How OneQuery gives LLMs a safe, auditable data access layer without handing them raw production credentials.
4 min read
Using LLM telemetry to improve prompts with GEPA
A practical workflow for using OneQuery to let a GEPA reflection agent inspect Laminar LLM telemetry while improving prompts.
7 min read
Do not give agents the keys to production
Why autonomous agents should never hold raw production access, and how OneQuery removes that class of risk from data workflows.
5 min read
How startups can build an in-house data agent
A practical startup playbook for turning an AI data agent from a risky demo into a safe, contextual, auditable workflow.
6 min read
Making data source setup boring
Replacing one-off connector setup with a predictable path for every database and analytics source.
4 min read