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Developers get more from Claude Code while cutting token usage nearly in half

A software development team had adopted Claude Code, but usage was inconsistent and costs were climbing.

Technology · Engineering · Claude Code Training

Before
  • Long, unfocused sessions with bloated context and repeated instructions
  • Rising token spend with no visibility into what drove it
  • Output quality varied widely from one developer to the next
After
  • Structured context, project instructions, and task planning as standard
  • Token usage per task tracked and actively optimized
  • A shared team playbook for prompts, reviews, and agentic workflows

What we did: Hands-on Claude Code training covering context management, tokenization and cost optimization, agentic task planning, and code review practices, applied directly to the team's own codebase.

45%Lower token usage per task
30%Faster from task to reviewed code
1Shared team playbook

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