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Three Error Recovery Patterns for LLM Agent Tool Failures
mukundakatta profile

Three Error Recovery Patterns for LLM Agent Tool Failures

#hermeschallenge #ai #python #agents
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5 min read
agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It
mukundakatta profile

agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It

#hermeschallenge #ai #python #agents
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5 min read
I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.
mukundakatta profile

I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.

#hermeschallenge #ai #python #agents
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6 min read
Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It
mukundakatta profile

Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It

#hermeschallenge #ai #python #agents
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6 min read
agenttap: see exactly what your LLM SDK sent to the wire, with API keys scrubbed
mukundakatta profile

agenttap: see exactly what your LLM SDK sent to the wire, with API keys scrubbed

#hermeschallenge #ai #llm #agents
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4 min read
My agent called search() with `{"query": null}`. The error message I returned saved the next 30 minutes.
mukundakatta profile

My agent called search() with `{"query": null}`. The error message I returned saved the next 30 minutes.

#hermeschallenge #ai #python #agents
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4 min read
Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic
mukundakatta profile

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

#hermeschallenge #ai #python #agents
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6 min read
Adding Memory to Your Python Agent Without a Vector Database
mukundakatta profile

Adding Memory to Your Python Agent Without a Vector Database

#hermeschallenge #ai #python #agents
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5 min read
prompt-eval-rubric: Score Your Agent's Outputs Without Paying for Another LLM Call
mukundakatta profile

prompt-eval-rubric: Score Your Agent's Outputs Without Paying for Another LLM Call

#hermeschallenge #ai #python #agents
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5 min read
Four Patterns for Multi-Agent Python Systems That Actually Work
mukundakatta profile

Four Patterns for Multi-Agent Python Systems That Actually Work

#hermeschallenge #ai #python #agents
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5 min read
My agent cited a document that does not exist. Here is the library I wrote to catch that.
mukundakatta profile

My agent cited a document that does not exist. Here is the library I wrote to catch that.

#hermeschallenge #ai #python #agents
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5 min read
When to Move an Agent Library From Python to Rust
mukundakatta profile

When to Move an Agent Library From Python to Rust

#hermeschallenge #ai #python #agents
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5 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done
mukundakatta profile

Composable Stop Conditions: Know When Your Agent Is Actually Done

#hermeschallenge #ai #python #agents
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4 min read
agentfit-rs: Token-Aware Message Truncation for Rust LLM Agents
mukundakatta profile

agentfit-rs: Token-Aware Message Truncation for Rust LLM Agents

#hermeschallenge #ai #rust #agents
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6 min read
The $12 LLM Call Nobody Saw Coming: llm-cost-cap
mukundakatta profile

The $12 LLM Call Nobody Saw Coming: llm-cost-cap

#hermeschallenge #ai #python #agents
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5 min read
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