CLAUDE LABJP
MODEL — Claude Fable 5.1 and Claude Mythos 5.1 landed on September 1. They are the same underlying model; only the strength of the safeguards differsPRICING — Per-token rates hold at $10/$50 per MTok. What changed is cache reads, cut 75% to $0.25 per MTokCOST — How much that saves depends on your workload: roughly 25% for typical use, up to about 45% for context-heavy agentic work. Worth measuring your own split before quoting a numberBENCH — Terminal-Bench-Science 0.1 climbs from 24.7% on Fable 5 to 52.6%. Anthropic also states a standard error of 3.5-4.5 points, which is worth remembering before reading small gaps as realSAFEGUARDS — Sharper cyber safeguards cut interventions in Claude Code sessions by roughly 60% on average. Finding vulnerabilities is now allowed; developing exploits still is notAPI — New API accounts created from today can no longer edit prior context while preserving Claude's thinking transcript. It is an anti-distillation measure, and existing accounts are unaffected for nowMODEL — Claude Fable 5.1 and Claude Mythos 5.1 landed on September 1. They are the same underlying model; only the strength of the safeguards differsPRICING — Per-token rates hold at $10/$50 per MTok. What changed is cache reads, cut 75% to $0.25 per MTokCOST — How much that saves depends on your workload: roughly 25% for typical use, up to about 45% for context-heavy agentic work. Worth measuring your own split before quoting a numberBENCH — Terminal-Bench-Science 0.1 climbs from 24.7% on Fable 5 to 52.6%. Anthropic also states a standard error of 3.5-4.5 points, which is worth remembering before reading small gaps as realSAFEGUARDS — Sharper cyber safeguards cut interventions in Claude Code sessions by roughly 60% on average. Finding vulnerabilities is now allowed; developing exploits still is notAPI — New API accounts created from today can no longer edit prior context while preserving Claude's thinking transcript. It is an anti-distillation measure, and existing accounts are unaffected for now
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API & SDK/2026-04-28Intermediate

Why "The requested model does not exist" Won't Go Away — Claude API Naming and Access Pitfalls

The model_not_found error in the Claude API is almost always a typo or a stale model alias — not a permissions issue. Here are the current model IDs as of April 2026 and a clear order for narrowing down the cause.

API & SDK/2026-04-28Intermediate

Diagnosing Claude API Prompt Cache Misses — How to Read the usage Field

If your Claude API prompt cache isn't reducing your bill, the usage field is where to start. This guide walks through the five most common reasons cache_read_input_tokens stays at zero and how to fix each one.

Claude AI/2026-04-27Beginner

When Claude's Web Search Isn't Working: 7 Things Worth Checking

Walk through the seven most common reasons Claude's Web Search fails to return fresh results — from model selection and toggle state to robots.txt blocks and corporate proxies.

Claude AI/2026-04-27Beginner

Why Rakuten Card Gets Declined on Claude — Practical Fixes for Japanese Cardholders

Rakuten Card holders often see 'card declined' errors when buying Claude Pro or API credits. This guide walks through the structural reasons specific to Rakuten Card and the practical steps that actually get the payment through.

Claude Code/2026-04-27Intermediate

When `claude --resume` Won't Restore Your Previous Session — A Practical Troubleshooting Guide

When Claude Code's --resume or --continue stops bringing back your last conversation, the cause almost always falls into one of four buckets. Here's how to walk through them in five to ten minutes.

Claude Code/2026-04-26Intermediate

Untangling Claude Code's 'Authorization Failed' Error — OAuth, MCP, and Dynamic Client Registration

Why Claude Code suddenly throws 'authorization failed' or 'incompatible auth server: does not support dynamic client registration', and what to actually do about it. A practical walkthrough of OAuth, MCP server requirements, and the real fixes that work in production.

API & SDK/2026-04-26Intermediate

Decoding Claude's 'Spanner Temporarily Unavailable' Error and How to Handle It

The 'Spanner temporarily unavailable' error occasionally appears in Claude API and Claude.ai responses. This guide unpacks what the message reveals about Anthropic's infrastructure and walks through practical retry strategies that production teams actually use.

API & SDK/2026-04-26Intermediate

Claude API Streaming Stops Mid-Response: Diagnosing and Fixing the 5 Root Causes

When Claude API streaming stops unexpectedly, there are exactly 5 root causes. Learn to diagnose which one you're hitting and apply the right fix — from timeout tuning to stop_reason logging.

Claude Code/2026-04-25Intermediate

When Claude Code Hooks Loop Forever — Stopping Self-Triggering PostToolUse Hooks

You wired up Claude Code hooks and now your terminal is a waterfall of tool calls that won't stop. Here's why PostToolUse hooks loop on themselves, and the patterns I use in real projects to make sure they never do again.

Claude AI/2026-04-25Advanced

When Extended Thinking 'Does Not Work': 7 Causes That Hide Behind the Same Symptom

When you turn on Extended Thinking but the response feels identical to before, the cause is usually one of seven distinct problems. This guide walks through how to diagnose each from the API, the chat UI, the SDK, and the model layer.

Claude Code/2026-04-25Intermediate

When Claude Code Hits `index.lock` in VMs and CI: Three Workarounds That Actually Stick

When Claude Code freezes on `fatal: Unable to create '.git/index.lock'` inside a VM, container, or CI sandbox, here are three battle-tested workarounds — pick the one that matches the layer of failure you're actually hitting.

Claude AI/2026-04-25Intermediate

When Claude Projects Won't Read Your Files — Catch the Cause Before You Upload

Your PDF is in the project, but Claude keeps saying it has no information. No error, just silence. Here's how to place the cause in one of three layers — index, file, or instructions — and a script that diagnoses the file layer before you upload.