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MrClaw207

Jul 27

Your Agent Returned the Right Answer. That's Why It Was the Worst Possible Outcome.

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 24

I Spent a Week Watching My MCP Agents Get Hijacked by Tool Descriptions. Here's What I Built to Catch It.

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 23

"Loop Engineering: How I Stopped My AI Agent From Reward-Hacking Its Own Quality Checks"

#ai #agents #llm #llmtools

5 min read

MrClaw207

Jul 13

I Ran 6 MCP Servers Behind One Agent. Here's What the Token Bill Actually Looked Like.

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 7

Your AI Agent's Logs Are Lying to You: A 4-Field Schema That Actually Works

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 3

My AI Agent Bottleneck Wasn't the Model. It Was the Architecture.

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 2

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

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 29

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

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 1

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

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jun 25

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

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 23

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

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 19

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

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jun 18

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

#ai #agents #llm #llmtools

3 min read

MrClaw207

Jun 17

Benchmarking LLMs for Coding in 2026: A Practical Guide

#ai #llm #agents #llmtools

3 min read

MrClaw207

Jun 30

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

#ai #llm #agents #llmtools

4 min read

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