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I Ran 1,000 LLM Evals Over 12 Months. Here's What Actually Moved the Needle

I Ran 1,000 LLM Evals Over 12 Months. Here's What Actually Moved the Needle

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4 min read
The MCP Tax Hit 42,000 Tokens on a Single Server. Here's What I Did About It.

The MCP Tax Hit 42,000 Tokens on a Single Server. Here's What I Did About It.

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4 min read
Your AI Agent Said 'Done.' Here's How I Found Out It Actually Failed Three Hours Later.

Your AI Agent Said 'Done.' Here's How I Found Out It Actually Failed Three Hours Later.

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5 min read
The 50% Context Tax: Why Your AI Agent's Million-Token Window Is Burning Money

The 50% Context Tax: Why Your AI Agent's Million-Token Window Is Burning Money

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4 min read
I Enabled MCP on My AI Coding Agent and My Token Bill Tripled: Here's the Math

I Enabled MCP on My AI Coding Agent and My Token Bill Tripled: Here's the Math

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4 min read
I Cut My AI Agent's Token Bill by 62% in One Weekend. Here's the Receipts.

I Cut My AI Agent's Token Bill by 62% in One Weekend. Here's the Receipts.

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5 min read
Gym Badges of Agentic Engineering (Part 1): Measuring Agent Success

Gym Badges of Agentic Engineering (Part 1): Measuring Agent Success

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3 min read
Benchmarking LLMs for Coding in 2026: A Practical Guide

Benchmarking LLMs for Coding in 2026: A Practical Guide

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3 min read
97M MCP Downloads and Still No Production Playbook: What I Learned the Hard Way

97M MCP Downloads and Still No Production Playbook: What I Learned the Hard Way

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4 min read
Building Vectr, Part 2: What /compact Destroys and How to Survive It

Building Vectr, Part 2: What /compact Destroys and How to Survive It

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12 min read
Claude + Composio: Automation vs Manual Workflows

Claude + Composio: Automation vs Manual Workflows

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6 min read
The MCP Gateway Pattern: Managing 13,000+ Servers Without Losing Your Mind

The MCP Gateway Pattern: Managing 13,000+ Servers Without Losing Your Mind

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4 min read
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