Empathy Framework
AI-powered developer workflows with cost optimization and pattern learning.
Run code review, debugging, testing, and release workflows from your terminal or Claude Code. Smart tier routing saves 34-86% on LLM costs.
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pip install empathy-framework[developer]🎯 Transitioning to Claude-Native Architecture
Empathy Framework is evolving to focus exclusively on Anthropic/Claude to unlock features impossible with multi-provider abstraction:
- 📦 Prompt Caching: 90% cost reduction on repeated prompts
- 📖 Flexible Context: 200K via subscription for most tasks, up to 1M via API for large codebases
- 🧠 Extended Thinking: See Claude's internal reasoning process
- 🔧 Advanced Tool Use: Optimized for agentic workflows
Timeline:
- ✅ v4.8.0 (Jan 2026): Deprecation warnings for OpenAI/Google/Ollama providers
- ✅ v5.0.0 (Jan 26, 2026): Non-Anthropic providers removed (BREAKING - COMPLETE)
- ✅ v5.0.2 (Jan 28, 2026): Cost optimization suite with batch processing and caching monitoring
Migration Guide: docs/CLAUDE_NATIVE.md
