Agentic Data Engineering vs Stele

Agentic data engineering uses AI agents to build and maintain data pipelines from plain-English intent. How it works, the tools, and how to trust it.

Shared memory for AI coding agents. Claude Code, Cursor and Codex read what your project already decided, so context survives between tools and sessions.

About Agentic Data Engineering

Agentic data engineering uses AI agents to build and maintain data pipelines from plain-English intent. How it works, the tools, and how to trust it. It's the harness around it: the grounding that tells the agent which answer is right, and the controls that catch a wrong one before it ships. A governed semantic layer lifts text-to-SQL accuracy from about 51% to over 90%, proof that context, not capability, decides whether an agent's SQL is correct.

About Stele

Shared memory for AI coding agents. Claude Code, Cursor and Codex read what your project already decided, so context survives between tools and sessions. Only one of these agents knows this was tried last spring and rolled back. KNOW-142 : a captcha on checkout shipped last spring and was reverted after two weeks. The bot traffic is real, though it spikes on release days and is quiet the rest of the time. A gate armed only during a release window would avoid repeating that.