CLAUDE LABJP
SONNET5 — Claude Sonnet 5 is now the default model in Claude Code, with a native 1M-token context and promo pricing through Aug 31MCPTUNNEL — MCP tunnels arrives as a Research Preview, letting you reach MCP servers inside private networksIDP — Admins can now provision MCP connectors via their IdP (starting with Okta); Asana, Figma, Linear and more support managed authSANDBOX — Claude Managed Agents can now run tool execution in your own self-hosted sandbox instead of Anthropic's infrastructureFAST — Fast mode for Opus 4.7 is deprecated and will be removed on July 24; migrate to fast mode for Opus 4.8FIXES — Recent fixes cover public gateway endpoints, a confirm prompt for external git worktrees, and MCP request timeoutsSONNET5 — Claude Sonnet 5 is now the default model in Claude Code, with a native 1M-token context and promo pricing through Aug 31MCPTUNNEL — MCP tunnels arrives as a Research Preview, letting you reach MCP servers inside private networksIDP — Admins can now provision MCP connectors via their IdP (starting with Okta); Asana, Figma, Linear and more support managed authSANDBOX — Claude Managed Agents can now run tool execution in your own self-hosted sandbox instead of Anthropic's infrastructureFAST — Fast mode for Opus 4.7 is deprecated and will be removed on July 24; migrate to fast mode for Opus 4.8FIXES — Recent fixes cover public gateway endpoints, a confirm prompt for external git worktrees, and MCP request timeouts
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API & SDK/2026-07-13Advanced

Precision Lives in the Second Stage: Reranking a Personal Knowledge Search with Claude

Embedding search alone leaves 'semantically close but not the answer' passages at the top. This is a two-stage design that gathers candidates broadly, then lets Claude reorder them by answerability, with structured scoring, abstention, and a cost estimate.