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199 pieces of content

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49 posts

8 May 2026·4 min read·AI

Claude Code's Agent Loop Costs 17x Less When You Swap the Brain

A new tool called deepclaude redirects Claude Code's API calls to DeepSeek V4 Pro — same autonomous agent loop, same file editing and bash execution, $0.87/M output tokens instead of $15/M.

AIClaudeDeveloper Tools
7 May 2026·6 min read·AI

Why Your AI Agent Gets Dumber Over Time

Attention degradation is why long agent sessions produce worse results — and prefix caching is why they also get expensive. Here's the engineering response to both.

AIArchitecturePerformanceDeveloper Tools
6 May 2026·5 min read·AI

Computer Use Costs 45x More — Build the API Instead

A benchmark from Reflex shows the same admin panel task costs 551k tokens with computer use and 12k tokens with a structured API. Here's how to think about the tradeoff when building AI features.

AIAPIsArchitecture
5 May 2026·5 min read·AI

Run Claude Code's Agent Loop on DeepSeek for 17x Less

deepclaude is a shell wrapper that keeps Claude Code's autonomous agent loop intact while routing API calls to DeepSeek V4 Pro — at $0.87/M output tokens instead of $15/M.

Claude CodeAIDeveloper ToolsDeepSeek
4 May 2026·6 min read·AI

The AI Coding Vocabulary You Actually Need

Matt Pocock just open-sourced a dictionary of AI coding jargon that explains the stuff model docs glossed over. Here are the terms that matter most when you're building AI-powered apps in production.

AILLMsClaude APIDeveloper Tools
3 May 2026·5 min read·AI

VS Code Has Been Silently Adding 'Co-Authored-by: Copilot' to Your Commits

Since April 16, VS Code 1.117.0 changed a default that adds Copilot co-authorship trailers to every commit — including ones you wrote by hand. Here's how to audit your history and turn it off.

GitVS CodeAI ToolsDeveloper Tools
2 May 2026·5 min read·AI

Cursor's SDK lets you run a coding agent from code

Cursor just shipped a TypeScript SDK that lets you spawn and orchestrate its coding agent programmatically — no IDE required. Here's what you can actually build with it.

AITypeScriptDeveloper Tools
1 May 2026·4 min read·AI

Cursor Just Shipped a TypeScript SDK for Their Coding Agent

Cursor's new SDK lets you run their AI coding agent programmatically — embed it in your own apps, stream agent events, manage cloud runs from code.

AITypeScriptDeveloper Tools