AI Editorial · 5 Articles · In-depth

Insights from
the AI
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Guides, research, and deep-dives on AI coding tools and techniques, written by practitioners who build with them every day.

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Engineering 8 min

GitHub Copilot Token-Based Billing: What It Means for Developers

GitHub Copilot moves to token-based AI Credits on June 1, 2026. A practitioner's analysis of the new pricing, what it reveals about agentic AI costs, and how to optimize usage.

Papercut kirigami diorama of a developer's desk

Engineering 8 min

Abstraction Tax: Measuring What MCP Costs Against CLI and Skills

Engineering 9 min

The Cache-Aware Pricing Revolution: Why LLM 'Sticker Prices' Are Now Meaningless

Engineering 8 min

Chrome DevTools MCP: Full Browser Control for Every Coding Agent

Engineering 11 min

Featured

Insights from
the AI
trenches.

GitHub Copilot Token-Based Billing: What It Means for Developers

Abstraction Tax: Measuring What MCP Costs Against CLI and Skills

The Cache-Aware Pricing Revolution: Why LLM 'Sticker Prices' Are Now Meaningless

Chrome DevTools MCP: Full Browser Control for Every Coding Agent

The AI Tokenmaxxing Reckoning: When More Tokens Don't Mean More Value

Track the tools. Lead the shift.

Insights fromthe AItrenches.

GitHub Copilot Token-Based Billing: What It Means for Developers

Abstraction Tax: Measuring What MCP Costs Against CLI and Skills

The Cache-Aware Pricing Revolution: Why LLM 'Sticker Prices' Are Now Meaningless

Chrome DevTools MCP: Full Browser Control for Every Coding Agent

The AI Tokenmaxxing Reckoning: When More Tokens Don't Mean More Value

Track the tools. Lead the shift.

Insights from
the AI
trenches.