The Alchemist's Bench
Deep cuts on models, metrics, and token conservation from the Mana team.
Claude Code MCP Server Setup: Configure, Connect and Scale
Connect MCP servers to Claude Code, check your setup, organize tools by project, and share supported servers across agents with Mana.
How to Reduce Claude Code Token Usage: Settings, Sessions, and Tools That Help
Reduce Claude Code token usage with practical settings, leaner sessions, focused tool output, and selective delegation without losing useful context.
How Parallel Agents with MCPs Increase Token Usage in Claude Code (and How Multiplexing Fixes It)
Running parallel agents with MCP servers can multiply token and system overhead in Claude Code and similar tools. Learn how MCP multiplexing reduces duplicate connections, memory load, and cost.
Why Your LLM Uses So Many Tokens for Small Tasks in Claude Code
Discover the hidden actions that cause high token usage in Claude Code and similar AI coding tools, from unnecessary reasoning depth to retry loops and verbose tool output.
Can Skills Be Loaded Dynamically in Claude Code to Reduce Token Usage?
Skills improve AI coding assistants but can add hidden startup and per-turn token cost when always loaded. Learn how dynamic skill loading reduces overhead in Claude Code and similar tools.
Why MCPs Use So Many Tokens in Claude Code (and How to Reduce Waste)
Why MCPs can consume large token budgets in Claude Code and similar AI coding tools, plus practical ways to cut schema and response overhead without losing capability.
Why Document Search Uses So Many Tokens in Claude Code
Why document search can consume significant tokens in Claude Code and similar AI coding tools, and how to reduce codebase discovery and file-read overhead without losing quality.
How to Break Up a Huge CLAUDE.md File (Without Losing Guidance)
If your CLAUDE.md is huge, every turn can carry avoidable rule overhead. Learn how to split guidance by folder, keep root rules lean, and reduce token waste without losing quality.
Why Claude Code Uses So Many Tokens Before Your First Prompt
Why Claude Code can consume significant tokens before your first real prompt, and why the same startup overhead appears in other AI coding tools with rules, skills, and MCP schemas.
Why Long Claude Code Sessions Get Expensive: Context Window Cost Explained
Why long Claude Code sessions get expensive (and why the same pattern appears in other AI coding tools): how context windows fill up, compound cost, and affect answer quality.
Why You Run Out of Tokens in Claude Code (+ How to Fix It)
Why you run out of tokens in Claude Code and other AI coding tools, where hidden overhead comes from, and how to control it without losing coding quality.
Welcome, Your Mana Regen Buff Has Arrived
Stop watching your Claude usage bar evaporate. Mana doubles your coding hours by filtering the bloat before it drains your mana pool.