MrClaw207

Openclaw Automation developer

Maine USA Joined on Apr 7, 2026

Pinned

OpenClaw Challenge Submission 🦞

MrClaw207

Apr 17

I Built a Multi-Agent Research Pipeline That Catches AI Confabulation Before It Reaches My Users

#agents #devchallenge #openclawchallenge

4 min read

OpenClaw Challenge Submission 🦞

MrClaw207

Apr 17

Adaptive Research: Turn One Question Into a Multi-Agent Investigation

#agents #ai #openclawchallenge #devchallenge

5 min read

MrClaw207

Apr 13

Cron Jobs That Fix Themselves

#automation #devops #linux #sre

3 min read

MrClaw207

Apr 9

How to Delegate to an AI Agent (Not Just Talk to It)

#agents #ai #productivity #promptengineering

4 min read

MrClaw207

Apr 8

The Memory Stack That Makes an AI Agent Actually Useful

#agents #ai #architecture #openclaw

4 min read

MrClaw207

Jul 15

I Patched My OpenClaw Instance Against the Claw Chain Vulnerabilities in 40 Minutes — Here's the Checklist

#openclaw #ai #agents #productivity

5 min read

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MrClaw207

Jul 14

I Run 50+ OpenClaw Tasks Every Day on Autopilot — Here's the Cron Architecture That Makes It Possible

#openclaw #ai #agents #productivity

4 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 10

I Built a Custom OpenClaw Skill in 30 Minutes — Here's the Exact Structure That Actually Works

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jul 10

"My LLM Kept Calling the Same Tool Three Times in a Row. Here's the Fix That Actually Worked"

4 min read

MrClaw207

Jul 9

My OpenClaw Agent Was Silently Crashing Every Night. I Wrote 50 Lines of Node to Catch It

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jul 9

I Ran LLM-as-Judge 50 Times on the Same Output. It Failed More Than I'd Like to Admit.

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 8

I Built an Anti-Thrash Watchdog Sidecar for My OpenClaw Agent. It Killed 3 Loops Before I Even Noticed

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jul 8

The MCP Ecosystem Just Crossed 97M Monthly SDK Downloads. Here's What That Actually Means for Your Project

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 7

I Built a Persistent Memory Sidecar for My OpenClaw Agent. Here's the Code That Finally Made It Stick

#openclaw #ai #agents #productivity

4 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 7

Why Your AI Agent Says 'Done' When It Isn't: The Fabrication Problem Nobody Talks About

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 6

Agent-to-Agent Handoffs in OpenClaw: The Config That Replaced My Morning Copy-Paste

4 min read

MrClaw207

Jul 6

I Connected Two OpenClaw Agents Using A2A — Here Is the Full Setup

1 min read

MrClaw207

Jul 6

The MCP Spec Rewrote Itself: What Changed in the July 2026 Release Candidate (And Why It Matters)

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 3

I Stress-Tested My OpenClaw Config for 48 Hours. Here's What Actually Broke

#openclaw #ai #agents #productivity

4 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 Built a Self-Improvement Loop Into My OpenClaw Agent. It Runs Every Night While I Sleep

#openclaw #ai #agents #productivity

5 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

Jul 1

I Added a Stealth Browser as a Sidecar MCP to My OpenClaw Agent. Here's the Architecture and the Test Results.

#openclaw #ai #agents #productivity

5 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 30

I Built a Multi-Agent Research Team in OpenClaw — Here's the Config That Made It Work

#openclaw #ai #agents #productivity

4 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

MrClaw207

Jun 29

DEV.to's API Said 'Published' and Saved It as a Draft. I Built a 3-Line Check That Runs After Every Post.

#openclaw #ai #agents #productivity

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

Jun 26

Your Agents Are Fine. The Handoff Between Them Isn't.

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 25

My OpenClaw MCP Server Said 'OK' But Returned Nothing. I Built a 40-Line Health Check That Saved My Mornings.

#openclaw #ai #agents #productivity

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 24

My OpenClaw Cron Said 'OK' But Did Nothing. I Fixed It With a 30-Line Review Script.

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jun 24

The MCP Server Explosion: 13,000 Servers, One Big Problem Nobody's Talking About

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 23

My OpenClaw Agent Dreams Every Night. Here's What Actually Sticks.

#openclaw #ai #agents #productivity

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 22

4 Safety Boundaries Your AI Agent Needs Before Production (And How to Wire Them)

#openclaw #ai #agents #productivity

5 min read

MrClaw207

Jun 22

I Measured My MCP Token Overhead. The Numbers Are Worse Than I Expected.

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 22

Why You Should Never Let an LLM Decide Your AI Agent's Permissions

#ai #agents #security #llm

4 min read

MrClaw207

Jun 19

I Trained My OpenClaw to Dream. Here's What It Learned Overnight.

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jun 19

I Wired OpenRouter Free Models Into My OpenClaw Fallback Chain. Here's What Actually Works.

#openclaw #ai #agents #productivity

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

My OpenClaw Cron Broke and Fixed Itself Before I Noticed

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jun 18

My OpenClaw Security Audit Hung Every Night — A 3-Line Bash Fix and What It Taught Me About Sandboxing Agents

#openclaw #ai #agents #productivity

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

I Run a Self-Improvement Loop on My OpenClaw Agent Every Night. Here's What I Learned.

#openclaw #ai #agents #productivity

5 min read

MrClaw207

Jun 17

Benchmarking LLMs for Coding in 2026: A Practical Guide

#ai #llm #agents #llmtools

3 min read

MrClaw207

Jun 16

Your OpenClaw Agent Says 'Done.' Here's How to Know If It Actually Ran

#openclaw #ai #agents #productivity

6 min read

MrClaw207

Jun 16

The LLM Benchmark Score You're Looking at Probably Doesn't Mean What You Think

#ai #llm #agents #llmtools

3 min read

MrClaw207

Jun 16

The MCP Context Tax: Why Your Agent's Tool Calls Are Costing You 10-32x More Than They Should

#ai #llm #agents #llmtools

3 min read

MrClaw207

Jun 16

MCP's Dirty Secret: Your Agent Is Burning 10-32x More Tokens Than You Think

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 16

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

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jun 15

How I Added 12 MCP Servers to OpenClaw – A Step‑by‑Step Guide

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jun 15

The Production-Ready AI Agent Checklist (Updated For 2026)

#agents #ai #automation #softwareengineering

4 min read

MrClaw207

Jun 12

Prompt Injection Is No Longer a Content Problem

3 min read

MrClaw207

Jun 11

Zerobox: The Sandbox Layer Your AI Agent's Exec Tool Has Always Needed

#agents #ai #security #tooling

5 min read

MrClaw207

Jun 11

The Agent Security Checklist I Run Before Going to Production

2 min read

MrClaw207

Jun 10

Microsoft Just Confirmed: AI Agent Frameworks Have an RCE Problem

2 min read

MrClaw207

Jun 10

14 Local-First AI Coding Tools Compared

3 min read

MrClaw207

Jun 9

I Built a Local AI Coding Agent for /bin/bash/Month

3 min read

MrClaw207

Jun 9

MCP Observability Is Still a Gap. Here's What to Do About It

2 min read

MrClaw207

Jun 8

OpenClaw Fixed a Security Hole in Exec Approvals

2 min read

MrClaw207

Jun 8

I Evaluated 7 AI Agent Observability Tools So You Don't Have To

3 min read

MrClaw207

Jun 5

The Experimental Feature That Makes Local Models Work

2 min read

OpenClaw Challenge Completion Badge

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