Infinite Tech Management

Jul 14, 2026 · R&D Management

How Close Are We to an Autonomous AI‑Native Development Pipeline?

The article examines why AI‑assisted coding speeds up individual developers yet fails to shorten end‑to‑end delivery, proposes an issue‑driven automation platform called IssueOps, outlines four AI coding maturity levels, discusses risk boundaries, tool choices, and evaluates how far organizations are from achieving a fully autonomous L4 development pipeline.