Pages tagged "anthropic"

4 pages tagged with anthropic. ← all tags

• Claude Managed Agents — Anthropic's Agent Infrastructure Ready-made infrastructure for running AI agents without building your own orchestration, sandboxes, or tool execution. May 2026 update: Dreaming (between-session memory consolidation), Outcomes GA, multi-agent orchestration GA, Cowork enterprise features, 10 finance + 20 legal templates.
• Advisor Strategy — Pairing a Smarter Model as an Occasional Advisor With a Cheaper Executor Anthropic's advisor pattern (April 2026): the executor model (Sonnet or Haiku) handles tasks end-to-end while consulting an advisor model (Opus) only on hard decisions. Server-side, single API request. Sonnet+Opus advisor: +2.7pp on SWE-bench at -11.9% cost. Haiku+Opus: 41.2% on BrowseComp vs 19.7% solo, 85% cheaper than Sonnet alone.
• Advisor Strategy — Smart Model Pairing for Cost-Efficiency A pattern where a cheap executor model consults an expensive advisor only when facing hard decisions, reducing costs while improving performance
• Claude Managed Agents vs. DIY Agent Infrastructure When to use Anthropic's managed platform vs. building your own agent orchestration with Messages API