8 articles

Most developers leave effort at default (high) and overpay for routine tasks. Anthropic's own docs recommend medium for most Sonnet 4.6 use cases. Here's the math.

Most comparison articles still benchmark against outdated models. This is Claude 4.6 (Sonnet + Opus) vs GPT-5 in 2026 — with actual ₹ costs and India accessibility analysis.

Claude 4.6 scores 72%+ on OSWorld — production-ready for browser automation. Here's how to build a computer use agent: the screenshot-action loop, tool setup, and real examples.

The #1 problem with long-running agents: they hit the context limit and die. Claude 4.6 context compaction fixes this with one config field. Here's how it works.

Claude Opus 4.6 has a 'strong predilection for subagents' per Anthropic's docs. The planner/executor/critic triad is the most reliable multi-agent pattern for real tasks. Here's how to build it.

Claude 4.6 changed how you prompt: adaptive thinking replaces budget_tokens, effort parameter cuts costs 60%, 1M context is now GA. Here's what changed and how to use it.

Claude 3.5 Sonnet and Haiku 3.5 are retired. Prefill now returns 400. budget_tokens is deprecated. Here's your complete migration checklist from 3.5 or 4.5 to Claude 4.6.