CLAUDE LABJP
AUTO — Managed Agents permission policies gained an auto mode. The server now weighs each call and either runs it, denies it, or pauses for approvalEVAL — Both agent.tool_use and agent.mcp_tool_use carry an evaluation field, so you can read back exactly how each call was judgedCONNECT — ant beta:sessions connect attaches your terminal to a running session. Pass --web and it serves the Console session viewer locally insteadCOWORK — Cowork v1.49585.0 moves the runtime to Electron 44, which makes macOS 13 Ventura the new minimumLIMIT — Messages held back by the five-hour usage limit are now sent automatically once the limit resets, and you can still edit or cancel them firstCONFIG — In-app warnings for deprecated managed settings began on September 10. The old spellings stop being accepted at noon Pacific on October 7AUTO — Managed Agents permission policies gained an auto mode. The server now weighs each call and either runs it, denies it, or pauses for approvalEVAL — Both agent.tool_use and agent.mcp_tool_use carry an evaluation field, so you can read back exactly how each call was judgedCONNECT — ant beta:sessions connect attaches your terminal to a running session. Pass --web and it serves the Console session viewer locally insteadCOWORK — Cowork v1.49585.0 moves the runtime to Electron 44, which makes macOS 13 Ventura the new minimumLIMIT — Messages held back by the five-hour usage limit are now sent automatically once the limit resets, and you can still edit or cancel them firstCONFIG — In-app warnings for deprecated managed settings began on September 10. The old spellings stop being accepted at noon Pacific on October 7
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API & SDK/2026-06-13Advanced

Claude Vision API in Production — Implementation Patterns for Image Analysis, PDF Processing, and OCR

Implementation patterns for taking Claude's vision capabilities to production: choosing between Base64, URL, and the Files API, native PDF processing, schema-enforced extraction with Tool Use, batch cost reduction, and error recovery — all with working code.

API & SDK/2026-04-25Intermediate

Why Claude Vision Misses Things — The Preprocessing Settings That Actually Matter

When Claude Vision struggles to read your images, the fix usually isn't a better prompt — it's better preprocessing. Here's a practical look at how resolution, cropping, and model choice change what Claude can actually see, drawn from shipping Vision-powered features in production.