CLAUDE LABJP
MCP — Claude now supports more of the MCP 2026-07-28 spec, bringing a stateless core, stronger OAuth and OIDC authorization, and versioned extensions for Apps and TasksDESIGN — /design arrived as a research preview on August 17. Hand it an idea, a screenshot, or an existing design and it returns editable artboards in Claude DesignOUTPUT — A Concise output style now leads with the result, which helps when you would rather not read past the preamblePERMISSIONS — Auto mode is the new default, and you write allow and deny rules as plain sentences rather than patternsLIMITS — The 50 percent increase to weekly limits runs through August 31 for Pro, Max, Team, and seat-based Enterprise plans. Six days remainRESUME — Sessions that hit a usage limit now continue automatically once the limit resets, and protections against credential leaks have been strengthenedMCP — Claude now supports more of the MCP 2026-07-28 spec, bringing a stateless core, stronger OAuth and OIDC authorization, and versioned extensions for Apps and TasksDESIGN — /design arrived as a research preview on August 17. Hand it an idea, a screenshot, or an existing design and it returns editable artboards in Claude DesignOUTPUT — A Concise output style now leads with the result, which helps when you would rather not read past the preamblePERMISSIONS — Auto mode is the new default, and you write allow and deny rules as plain sentences rather than patternsLIMITS — The 50 percent increase to weekly limits runs through August 31 for Pro, Max, Team, and seat-based Enterprise plans. Six days remainRESUME — Sessions that hit a usage limit now continue automatically once the limit resets, and protections against credential leaks have been strengthened
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perceptual hash

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Claude Vision1image processing1duplicate detection1cost design1
API & SDK/2026-07-11Advanced

Is This New Wallpaper Too Close to One We Already Ship? Near-Duplicate Detection with a Perceptual-Hash Pre-Filter and Claude Vision

A two-stage pipeline that catches the near-duplicates a SHA256 hash misses — recolored, lightly cropped, re-encoded — by pre-filtering with a perceptual hash and adjudicating only the close pairs with Claude Vision. With measured precision calibration and cost design from running a wallpaper catalog solo.