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engineering efficiency

3 posts

blogcto
08-Feb-2026

Context-Aware Development Tools: The Mistake Killing 73% of Team Productivity

Your team's AI coding tools generate garbage because they're context-blind. Here's why 73% of AI code gets rejected and how context awareness fixes it.

blogcto
06-Feb-2026

The Understanding Tax: Why Your Developers Spend 90 Minutes Per Ticket Before Writing Code

Engineering teams lose 20-35% of developer time to context acquisition. This invisible tax is baked into every estimate and accepted as normal. It shouldn't be.

Vaibhav Verma
blogcto
03-Feb-2026

The Hidden Cost of Context Switching for Developers

Each context switch costs a developer 23 minutes to regain focus. In a typical day, that adds up to 2-3 hours of lost deep work.

Tariro Mukandi