Claude Opus 4.6: What's Actually Better?
Claude Opus 4.6 dominates benchmarks and coding tasks, but is it really better than 4.5? A developer's honest take on what changed and what matters.
Claude Opus 4.6 dominates benchmarks and coding tasks, but is it really better than 4.5? A developer's honest take on what changed and what matters.
Claude's Memory Tool lets your AI agents retain knowledge across sessions. Learn how to implement persistent memory without building your own solution.
Claude Opus 4.5 achieves 80.9% on SWE-bench with 67% lower costs. Hands-on review of the new effort parameter, token efficiency, and real coding performance.
Claude API structured output uses constrained decoding to guarantee JSON schema compliance. Learn implementation, best practices, and production gotchas.