AISoftwareStartups

Shuttle Secures $6M to Solve Deployment Challenges in AI-Generated Software

Shuttle has secured $6 million in seed funding to tackle the deployment problems plaguing vibe-coders. The platform engineering startup aims to bridge the gap between AI-generated code and production-ready infrastructure, expanding from its Rust roots to support all programming languages.

The Deployment Gap in AI-Generated Software

While AI-powered coding systems have democratized application creation, allowing developers to spin up full-scale applications from mere ideas, sources indicate a significant challenge has emerged beyond initial code generation. According to reports, vibe-coders are encountering traditional software maintenance and updating headaches that AI coding platforms like Lovable and Replit AI don’t fully address.

AITechnology

Riverbed Launches Oracle-Powered Solution to Overcome AI Data Transfer Challenges

Riverbed has introduced a new Oracle-based service designed to accelerate petabyte-scale AI data movement. The solution reportedly addresses critical bottlenecks that prevent 90% of AI projects from reaching enterprise-wide deployment, according to recent research findings.

AI Data Movement Challenges Revealed in Global Research

According to reports from Riverbed’s 2025 Global AI Research, three-quarters of 1,200 surveyed organizations plan to establish an AI data repository strategy, with 90% identifying data movement as vital to their AI success. The research indicates that just 10% of AI projects progress beyond pilot mode into full enterprise deployment, with analysts suggesting that data quality issues and slow data movement represent significant barriers.