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What Opus 5's Novel-Level Reasoning Benchmark Actually Means

Opus 5 novel reasoning rests on one number, 30.2% on ARC-AGI-3, and it scores action efficiency, not problems solved. Here are the four config lines to change.

Meta AnalysisAI CodingClaude CodeMLComparisonDeveloper Tools1 min read · Jul 25, 2026

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6 Critics Grade My Post, Then Fix the Skill That Wrote It

Six critics grade the draft, then patch the SKILL.md that wrote it. The merge code, verdict ladder, and guardrails behind a self-improving Claude Code skill.

Meta AnalysisClaude CodeAI CodingDeveloper ToolsAutomationArchitecture1 min read · Jul 23, 2026

How to Write Claude Code Skills That Actually Trigger

Write Claude Code skills that actually trigger: fix the description-as-router, structure for progressive disclosure, and test in fresh sessions.

GuidesClaude CodeAI CodingDeveloper ToolsMCPProductivity1 min read · Jul 19, 2026

Ways to Make the Most Out of Claude Fable 5 (2026)

Get more from Claude Fable 5: pick the right effort level, plan with Fable while cheaper models implement, and claw back costs with caching and batching.

GuidesAI CodingClaude CodeDeveloper ToolsProductivity1 min read · Jul 19, 2026

Best MCP Servers Worth Installing (And 5 That Waste Your Context Window)

The best MCP servers for Claude Code ranked by real context cost. 8 worth keeping, 5 that waste your context window, and the exact config I run daily.

GuidesClaude CodeMCPAI CodingDeveloper ToolsProductivityCLI1 min read · Apr 11, 2026

Every Claude Code Environment Variable That Actually Matters

All 40+ Claude Code environment variables grouped by what they do. API keys, Bedrock, Vertex, Foundry, CI/CD, and the billing gotcha nobody warns about.

GuidesClaude CodeAI CodingDeveloper ToolsCLIProductivity1 min read · Apr 10, 2026

How to Reduce AI Coding Tool Token Usage by 50%

Reduce AI coding tool token usage by half with system prompt trimming, targeted reads, and model routing. Save $100+/month on Claude Code, Cursor, and Copilot.

GuidesAI CodingClaude CodeDeveloper ToolsProductivityComparison1 min read · Apr 3, 2026

15 Claude Code Tips That Actually Make a Difference

Most Claude Code tip lists overwhelm with 50 items. These 15 are ranked by impact, from writing your first CLAUDE.md to running overnight Docker jobs.

GuidesClaude CodeDeveloper ToolsAI CodingProductivityCLI1 min read · Apr 1, 2026

How to Run Claude Code With Local Models

Run claude code local models with Ollama, LM Studio, or vLLM. Set three environment variables, point at your local server, and code with zero API costs.

GuidesAI CodingClaude CodeSelf-HostingDeveloper ToolsCLI1 min read · Apr 1, 2026

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