Claude Opus 5.5Claude Opus 5.5 Rejects the Forced Tool Calls Opus 5 Accepted
Claude Opus 5.5 cuts per-token prices 20% and cache reads 60%, but forced tool_choice and disabled thinking now return HTTP 400, the default effort drops to medium, and the 40% saving compares different effort levels.
September 22, 2026 · 11 min readLangChainLangChain Alternatives: Fix Durability Before You Rewrite
Teams that outgrew LangChain usually misdiagnose why. Most of the pain is a durable-state problem that no framework swap will fix — and the rewrite costs more than the fix. Six exits compared, with prices checked 17 August 2026.
August 16, 2026 · 16 min readMCPMCP vs LangChain vs OpenAI Functions: Which for Enterprise?
Choosing between MCP, LangChain Tools, and OpenAI Functions isn't an either/or decision—many teams use MCP for standardized data access alongside LangChain for orchestration. The real question is which to prioritize for your enterprise use case.
March 22, 2026 · 13 min readEnterprise AILangGraph vs Google ADK: Which Enterprise AI Framework Wins?
Side-by-side comparison of LangChain's LangGraph and Google's Agent Development Kit for enterprise AI development. Real feature analysis, deployment costs, and use case recommendations for technical leaders and engineering leaders.
March 22, 2026 · 8 min read