Feature Development

Systematic process for designing, implementing, and delivering new software capabilities.

Key Workflow for Long-Running AI Coding Agents

• Core Problem: AI agents (e.g., Claude) fail at “one-shot” development due to Context Window Limitations, causing incomplete or inaccurate code
• Anthropic-Adapted Solution: Iterative task breakdown with context management
  • Break feature into atomic subtasks (max 10-20 lines of code)
  • Execute one subtask per agent session
  • Store intermediate results in Code Snippet notes for context continuity
  • Validate each subtask before proceeding
• Reference: 2026 04 14 Fixing long running Claude code sessions

Related Concepts

• context-window
• Iterative Development
• AI Agent
• ai-coding

2026 04 14 Fixing long running Claude code sessions