CLAUDE LABJP
SWE-BENCH — Claude Opus 4.8 scores 69.2% on SWE-Bench Pro, topping GPT-5.5 and Gemini 3.1 Pro (May)TOKYO — Code with Claude heads to Tokyo on June 10, its first Asia stop after SF and London (Jun)LIMITS — Claude Code raises weekly limits by 50% for all Pro/Max/Team/Enterprise users through July 13 (Jun)EFFORT — claude.ai now lets users control how much effort Claude puts into a task (Jun)SPEED — Opus 4.8's fast mode runs 2.5x faster at the same price as Opus 4.7 (May)WORKFLOW — Claude Code's Dynamic Workflows distribute work across hundreds of parallel subagents (May)SWE-BENCH — Claude Opus 4.8 scores 69.2% on SWE-Bench Pro, topping GPT-5.5 and Gemini 3.1 Pro (May)TOKYO — Code with Claude heads to Tokyo on June 10, its first Asia stop after SF and London (Jun)LIMITS — Claude Code raises weekly limits by 50% for all Pro/Max/Team/Enterprise users through July 13 (Jun)EFFORT — claude.ai now lets users control how much effort Claude puts into a task (Jun)SPEED — Opus 4.8's fast mode runs 2.5x faster at the same price as Opus 4.7 (May)WORKFLOW — Claude Code's Dynamic Workflows distribute work across hundreds of parallel subagents (May)
ARTICLES

All Articles

All (1013) Claude AI (278) Claude Code (385) Cowork (81) API & SDK (269)
Claude AI/2026-04-04Beginner

Claude Not Responding or Freezing: Complete Troubleshooting Guide

Practical solutions for Claude timeouts, API errors, and processing delays. Step-by-step troubleshooting guide with real-world scenarios and quick fixes.

Claude AI/2026-04-04Intermediate

Claude Operon Practical Guide — Anthropic's New AI Mode for Life Science and Biomedical Research

A comprehensive look at Claude Operon, Anthropic's specialized AI mode for life sciences. From CRISPR guide RNA design to RNA-seq analysis and phylogenetics, here's how researchers can put it to work today.

Claude AI/2026-04-03Intermediate

Claude Sonnet 4.6 — 1M Tokens, Computer Use & Extended Thinking in Production

Claude Sonnet 4.6 production guide: 1M tokens, Computer Use 72.5, Extended Thinking, Opus vs Sonnet cost comparison, and Prompt Caching optimization with code.

Claude AI/2026-04-03Beginner

Weekly Picks: Top 5 Must-Read Articles on Claude Lab (3/28–4/3)

Our top 5 articles from the week of March 28–April 3, 2026. Covering Claude Sonnet 4.5, Claude Code Hooks, 1M-token context windows, parallel agent development, and more.

Claude AI/2026-04-03Beginner

Claude Sonnet 4.5 Practical Guide — The Default Claude Code Model and Its Capabilities

A complete guide to Claude Sonnet 4.5: key features, benchmarks, pricing, and practical use cases. Discover why Anthropic chose this model as the Claude Code default, with SWE-bench 77.2% and OSWorld 61.4%.

Claude AI/2026-04-03Intermediate

Migrating from the Claude 1M Context Window Beta: Everything You Need to Do Before April 30, 2026

Anthropic is retiring the 1M token context window beta for Claude Sonnet 4.5 and Sonnet 4 on April 30, 2026. Learn how to migrate to Claude Sonnet 4.6 before the context-1m-2025-08-07 header stops working.

Claude AI/2026-04-03Intermediate

Why Claude Subscriptions Are Surging: Inside Anthropic's 2026 Growth Strategy

Exploring why Claude's paid user base is growing rapidly in 2026. We break down Anthropic's growth strategy, what sets Claude apart from competitors, and why now might be the right time to make the switch.

Claude AI/2026-04-02Advanced

Claude Context Engineering in 2026 — Integrating System Prompts and RAG

From "prompts" to "context." System prompt design, conversation history management, RAG integration, and tool definitions — the context design work that comes with running Claude in production, with implementation code.

Claude AI/2026-04-02Intermediate

Practical Guide to Claude Partner Network: How to Become a Certified Architect

A practical guide to Anthropic's Claude Partner Network. Learn about the $100M partner ecosystem, how to earn your Claude Certified Architect credential, and how to leverage self-service Enterprise features.

Claude AI/2026-04-01Beginner

Claude Haiku 4.5 Practical Guide — Speed, Cost Efficiency, and Practical Implementation

A practical guide to Claude Haiku 4.5: key features, pricing, ideal use cases, and step-by-step API examples. Learn how to leverage Haiku's speed and cost advantages to build production-ready AI applications.

Claude AI/2026-03-31Beginner

Weekly Picks: Top 5 Must-Read Articles on Claude Lab (Mar 25–31)

Our top 5 articles from the week of March 25–31, 2026. From the Claude Mythos debut to no-code automation with Cowork, here's what the Claude Lab community was reading this week.

Claude AI/2026-03-31Advanced

Mastering Claude's 200K Context Window — Chunking Strategies, Long Document Processing, and Cost Optimization for Production

Learn how to maximize Claude's 200K token context window in production environments. Covers chunking strategies, long document processing pipelines, cost optimization with Prompt Caching and Batch API, and practical solutions for the Lost-in-the-Middle problem.