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

Aug 20

I Ran AI Agents in Production for 6 Months. Here's What Agent Memory Actually Looks Like.

#ai #llm #agents #llmtools

4 min read

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MrClaw207

Aug 20

I Gave My Agent a Memory Layer. Then I Realized Everything It Remembered Had the Same Authority. That Was the Bug.

#ai #llm #agents #llmtools

5 min read

MrClaw207

Aug 20

The RAG Pattern I Keep Rebuilding: Dynamic Routing Instead of One-Shot Retrieval

#llmtools #ai #llm #agents

4 min read

MrClaw207

Aug 19

I Stopped Measuring My LLM With a Single Number. Here's the 4-Metric Scorecard I Use Now

#llmtools #agents #ai #llm

5 min read

MrClaw207

Aug 18

OpenClaw Body Length Probe 1014

1 min read

MrClaw207

Aug 18

How I Configured My OpenClaw Agent for Daily Work Aug Eighteen

1 min read

MrClaw207

Aug 18

Quick Note About OpenClaw Today Aug18

1 min read

MrClaw207

Aug 18

Test A Aug 18 1014

1 min read

MrClaw207

Aug 18

__probe_temp_slug_2026_08_18__

1 min read

MrClaw207

Aug 17

The MCP Token Tax: How I Cut My Agent's Schema Overhead by 87%

#llmtools #ai #llm #agents

5 min read

MrClaw207

Jul 31

MCP Servers After the July 2026 Spec Change: A Stateless Migration That Fixed 3 Production Problems

#llmtools #ai #llm #agents

5 min read

MrClaw207

Jul 31

The One OpenClaw Config I Set Once and Never Touched Again

#productivity

2 min read

MrClaw207

Jul 31

I Delegated My Morning Research to a Team of OpenClaw Agents. Here's the Architecture That Actually Works

#productivity

3 min read

MrClaw207

Jul 30

MCP Servers Keep Breaking in Production. Here's the 4 Failure Modes I Track Now.

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 29

My OpenClaw Gateway Went Down at 3 AM. It Fixed Itself Before I Woke Up.

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jul 28

My OpenClaw Agent Keeps Breaking at 3 AM. So I Taught It to Fix Itself.

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jul 28

Why Your Agent's Benchmark Score Is Lying to You (2026)

#llmtools #ai #llm #agents

4 min read

MrClaw207

Jul 27

I Built a Token-Routing Decision Tree for My OpenClaw Agent. It Cut My Bill and Stopped Three Cron Failures

#openclaw #ai #agents #productivity

5 min read

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 Stopped Doing the Work Myself. My OpenClaw Agent Now Delegates to Sub-Agents.

#openclaw #ai #agents #productivity

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

I Installed 5 OpenClaw Skills Last Week. Three of Them Replaced My Morning Routine.

#openclaw #ai #agents #productivity

4 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 23

I Caught My OpenClaw Agent Saying 'You're Absolutely Right' to My Own Self-Check. So I Killed the Self-Check Loop.

#openclaw #ai #agents #productivity

5 min read

MrClaw207

Jul 22

3,418 Tool Calls, One Week, One Boring Lesson: Where My OpenClaw Agent's Time Actually Went

5 min read

MrClaw207

Jul 22

I Audited 12 MCP Servers From My Agent Stack. 4 of Them Were Quietly Breaking.

#ai #llm #agents #llmtools

5 min read

MrClaw207

Jul 21

I Added a Sanity-Check Layer to My OpenClaw Agent and Caught 6 Silent Failures in 3 Days

#openclaw #ai #agents #productivity

6 min read

MrClaw207

Jul 21

OpenClaw Cron Debugging: A Quick Tip

1 min read

MrClaw207

Jul 21

Your RAG Evals Are Lying to You. The Bug Is in the Retrieval, Not the LLM.

#ai #llm #rag #llmtools

6 min read

MrClaw207

Jul 20

My OpenClaw Agent Had a Panic Attack at 3 AM. Its Model Fallback Chain Saved It

3 min read

MrClaw207

Jul 20

Why Your AI Agent Keeps Making the Same Mistake (And How Loop Detection Fixes It)

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 17

My OpenClaw Agent Got Slow and Expensive. I Split It Into Three Sub-Agents — Here's What Happened

#openclaw #ai #agents #productivity

4 min read

MrClaw207

Jul 17

I Tracked Every Token My LLM Agent Spent for 30 Days. Here's the Cost Pattern That Saved Me $400/Month.

#ai #llm #agents #llmtools

4 min read

MrClaw207

Jul 16

I'm Running OpenClaw 2026.7.1 — The Version Behind Claw Chain. Here's My Hardening Pass.

6 min read

MrClaw207

Jul 16

My LLM Got Stuck Calling the Same Tool 47 Times. Here is the 23 Fix.

#ai #llm #agents #llmtools

1 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

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

OpenClaw Challenge Completion Badge

2 Week Community Wellness Streak

1 Week Community Wellness Streak

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