CLAUDE LABJP
PRICING — September 1 was the scheduled date for the Sonnet 5 price increase, and it did not happen. The introductory $2/$10 per MTok now stands as the regular pricePARTNER — Salesforce and Anthropic announced Claudeforce, an expanded partnership. The Salesforce in Claude plugin ships with 37 prebuilt sales skills, from meeting prep to pipeline managementTRUST — Claudeforce serves Claude through Amazon Bedrock inside the Salesforce Trust Boundary, so data and inference never leave the security perimeter — an answer aimed squarely at regulated industriesBETA — Salesforce in Claude is with select pilot customers for now, with an open beta expected during SeptemberLIMITS — The 50% weekly-limit boost runs through September 13. From September 14 the permanent level is 25% above the pre-promotion baseline, roughly a 17% cut from todayRELEASE — Claude Code has shipped nothing since v2.1.251 on August 28. Against a pace of one release every 0.8 days, a four-day gap is among the longest yetPRICING — September 1 was the scheduled date for the Sonnet 5 price increase, and it did not happen. The introductory $2/$10 per MTok now stands as the regular pricePARTNER — Salesforce and Anthropic announced Claudeforce, an expanded partnership. The Salesforce in Claude plugin ships with 37 prebuilt sales skills, from meeting prep to pipeline managementTRUST — Claudeforce serves Claude through Amazon Bedrock inside the Salesforce Trust Boundary, so data and inference never leave the security perimeter — an answer aimed squarely at regulated industriesBETA — Salesforce in Claude is with select pilot customers for now, with an open beta expected during SeptemberLIMITS — The 50% weekly-limit boost runs through September 13. From September 14 the permanent level is 25% above the pre-promotion baseline, roughly a 17% cut from todayRELEASE — Claude Code has shipped nothing since v2.1.251 on August 28. Against a pace of one release every 0.8 days, a four-day gap is among the longest yet
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API & SDK/2026-06-25Advanced

When Your Support AI Is Confidently Wrong in Production — Notes on Refusing Outside Its Grounding and Routing to Humans

A field-tested approach to the Claude API support agent that demos perfectly yet states non-existent facts in production. Covers deciding 'don't answer' at retrieval time, grounded generation, measuring confident-wrong rate, and tuning escalation precision.

API & SDK/2026-04-27Advanced

Production-Grade Hallucination Defense for Claude API: A Multi-Layer Architecture

Prompt engineering alone is not enough to suppress hallucinations in production. After a real customer incident, I rebuilt the system around four defensive layers — input grounding, tool-use escape hatches, citations, and post-hoc verification. This is the implementation playbook.

Claude AI/2026-04-09Intermediate

Claude Giving Wrong or Unexpected Output? Here's How to Fix It

Claude's response doesn't match what you expected? This guide covers the most common causes of unexpected or wrong output—hallucinations, format issues, off-topic replies—and shows you exactly how to fix them.