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[ARTICLE · art-46521] src=leaddev.com ↗ pub= topic=ai-agents verified=true sentiment=· neutral

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.

read1 min views14 publishedJun 25, 2026
AI-coding agents are now the default. What comes next?
Image: Leaddev (auto-discovered)

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. The outcome is clear: once you make the transition, the old software development lifecycle seems like an ancient way of working.

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June 25, 2026

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