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import antigravity

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How to Fix Tool-Use Loops in Autonomous Coding Agents

How to Fix Tool-Use Loops in Autonomous Coding Agents

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5 min read
From Chatbot to Agent — Tool Calling with NVIDIA NIM

From Chatbot to Agent — Tool Calling with NVIDIA NIM

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7 min read
My Hermes agent spent $3 before I noticed. Now it can't.

Hermes Agent Challenge Submission: Write About Hermes Agent

My Hermes agent spent $3 before I noticed. Now it can't.

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2 min read
My Hermes agent ran for 2 hours, hit a timeout at turn 89, and I had to start over. Now it checkpoints.

Hermes Agent Challenge Submission: Write About Hermes Agent

My Hermes agent ran for 2 hours, hit a timeout at turn 89, and I had to start over. Now it checkpoints.

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2 min read
After every Hermes agent run, I print a 10-line summary. Now I know exactly what happened.

Hermes Agent Challenge Submission: Build With Hermes Agent

After every Hermes agent run, I print a 10-line summary. Now I know exactly what happened.

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2 min read
grep for your agent traces — substring, exact, and regex in one call

Hermes Agent Challenge Submission: Build With Hermes Agent

grep for your agent traces — substring, exact, and regex in one call

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2 min read
My Hermes agent ran 500 turns and cost $40 before I noticed. Now it can't.

Hermes Agent Challenge Submission: Build With Hermes Agent

My Hermes agent ran 500 turns and cost $40 before I noticed. Now it can't.

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2 min read
My agent kept forgetting what it was doing. A scratchpad fixed it.

Hermes Agent Challenge Submission: Build With Hermes Agent

My agent kept forgetting what it was doing. A scratchpad fixed it.

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2 min read
My Hermes agent kept returning JSON in a markdown code block. I kept writing the same regex. Then I stopped.

Hermes Agent Challenge Submission: Build With Hermes Agent

My Hermes agent kept returning JSON in a markdown code block. I kept writing the same regex. Then I stopped.

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2 min read
My agent started lying. It took me two days to realize the system prompt had changed.

Hermes Agent Challenge Submission: Write About Hermes Agent

My agent started lying. It took me two days to realize the system prompt had changed.

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3 min read
I replaced 200 lines of ad-hoc state management in my Hermes agent with one object.

Hermes Agent Challenge Submission: Build With Hermes Agent

I replaced 200 lines of ad-hoc state management in my Hermes agent with one object.

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2 min read
My agent kept hitting context limits. This one function fixed it.

Hermes Agent Challenge Submission: Write About Hermes Agent

My agent kept hitting context limits. This one function fixed it.

Comments
2 min read
I had 3,000 agent trace events in JSONL. My manager wanted them in Excel. One line.

Hermes Agent Challenge Submission: Build With Hermes Agent

I had 3,000 agent trace events in JSONL. My manager wanted them in Excel. One line.

Comments
2 min read
Claude's extended thinking is useful. Sending raw <thinking> tags to users is not.

Hermes Agent Challenge Submission: Build With Hermes Agent

Claude's extended thinking is useful. Sending raw <thinking> tags to users is not.

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2 min read
My Hermes agent's stop condition was a 40-line if/elif chain. I replaced it with 3 lines.

Hermes Agent Challenge Submission: Write About Hermes Agent

My Hermes agent's stop condition was a 40-line if/elif chain. I replaced it with 3 lines.

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2 min read
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