Databricks VP: Claude Code is just the start, AI software factories need a new agent-native infrastructure
FinanceYF5 · x · 2026-10-30
Databricks VP Nikita Shamgunov argues Claude Code is only the beginning: the industry is moving from tools that help generate code to platforms that ship software like a factory.
- Future AI factories will run much better on agentic-native infrastructure
- State — especially database state — is paramount and one of the hardest problems to solve
- The take implicitly frames database vendors like Neon as core to the coming AI software factory stack
More from coding & agent
- CentOS creator builds Ginux kernel in 11 days: Codex wrote 139,000 lines of Rust — JFPuget · 2026-10-30
- What Is an Agent Harness? The 8 Shared Components Behind Claude Code, Codex, and Antigravity — Saboo_Shubham_ · 2026-10-30
- Reddit debate: which small tasks still need human supervision for AI agents — Ok_Army_9681 · 2026-10-30
- Claude keeps asking devs to physically fold the iPhone while coding for Apple's foldable — airkatakana · 2026-10-30
- johnlindquist Praises herdr's Agent-First Desktop App, Already Modding It Heavily — johnlindquist · 2026-10-30
- Vibe-coded products likely have far more security flaws than builders realize, researcher warns — Yuchenj_UW · 2026-10-30