AI-coding agents are now the default. What comes next?

Linear standardized on AI-coding agents within a week, achieving 30% more pull requests and 33% more issues closed. The company cut token usage by 40% through context engineering and now writes more RFCs, not fewer. The new bottleneck is context, not code, and humans must remain in the loop until safe infrastructure exists.

June 25, 2026 Estimated reading time: 6 minutes Key takeaways AI-coding won’t be optional for long . Linear standardized on AI agents in a week and never looked back – 30% more PRs, 33% more issues closed.- The new bottleneck is context , not code : Linear cut token usage 40% through context engineering and started writing more RFCs, not fewer. Keep humans in the loop until the infrastructure to remove them safely exists. Many developers are now testing or actively using AI-coding agents https://leaddev.com/ai/best-ai-coding-assistants . The outcome is clear: once you make the transition, the old software development lifecycle seems like an ancient way of working. Join LeadDev.com for free to access this content June 25, 2026