CLAUDE LABJP
MODEL — Claude Fable 5 reached general availability on June 9 with a 1M-token context, always-on adaptive thinking, and 128K outputPLATFORM — The Developer Platform adds code execution, an MCP connector, a Files API, and prompt caching up to one hourMCP — Admins can provision MCP connectors org-wide via Okta, giving users zero-touch access on first loginSANDBOX — Claude Managed Agents now run in your own sandbox and connect to private MCP serversCODING — Opus 4.8 scores 72.5% on SWE-bench and 43.2% on Terminal-bench, excelling at long-running workLINEUP — Opus 4.8, Sonnet 4.6, and Haiku 4.5 lead the lineup; pick the right one per taskMODEL — Claude Fable 5 reached general availability on June 9 with a 1M-token context, always-on adaptive thinking, and 128K outputPLATFORM — The Developer Platform adds code execution, an MCP connector, a Files API, and prompt caching up to one hourMCP — Admins can provision MCP connectors org-wide via Okta, giving users zero-touch access on first loginSANDBOX — Claude Managed Agents now run in your own sandbox and connect to private MCP serversCODING — Opus 4.8 scores 72.5% on SWE-bench and 43.2% on Terminal-bench, excelling at long-running workLINEUP — Opus 4.8, Sonnet 4.6, and Haiku 4.5 lead the lineup; pick the right one per task
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Cowork/2026-06-23Advanced

Stopping an Unattended Writer From Publishing the Same Article Twice

When a Cowork scheduled task generates articles every day, the real danger isn't a crash — it's quietly publishing a piece that overlaps with one from a few days ago. Here is a gate that compares slug similarity and the day's log before publishing, built from a near-miss I caught this morning.