Why most enterprise AI coding pilots underperform (Hint: It's not the model)
Enterprise AI coding has evolved beyond simple autocomplete to agentic systems that can plan, execute multi-step changes, and iterate based on feedback. However, most enterprise AI coding deployments are underperforming, and the issue isn't with the AI models themselves but rather with context management.
💡 Insight: CTOs and engineering leaders should focus on improving contextual frameworks and implementation strategies rather than seeking better AI models when piloting coding automation initiatives.