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agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It
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5 min read
llm-pii-redact: Remove PII From Prompts Before They Reach the Model
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
llm-pii-redact: Remove PII From Prompts Before They Reach the Model
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6 min read
Three Error Recovery Patterns for LLM Agent Tool Failures
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
Three Error Recovery Patterns for LLM Agent Tool Failures
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5 min read
Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
Streaming LLM Responses in Python Agents: What Goes Wrong and How to Fix It
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6 min read
agenttap: see exactly what your LLM SDK sent to the wire, with API keys scrubbed
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
agenttap: see exactly what your LLM SDK sent to the wire, with API keys scrubbed
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4 min read
I rewrote my Bedrock client three times. Then I extracted the boring parts into one library.
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
I rewrote my Bedrock client three times. Then I extracted the boring parts into one library.
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4 min read
What I Learned Shipping 50 Agent-Stack Libraries in One Sprint
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
What I Learned Shipping 50 Agent-Stack Libraries in One Sprint
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6 min read
prompt-eval-rubric: Score Your Agent's Outputs Without Paying for Another LLM Call
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
prompt-eval-rubric: Score Your Agent's Outputs Without Paying for Another LLM Call
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5 min read
Four Patterns for Multi-Agent Python Systems That Actually Work
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
Four Patterns for Multi-Agent Python Systems That Actually Work
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5 min read
llmfleet: pool many agents' turns into one Batch API call and save 50 percent
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
llmfleet: pool many agents' turns into one Batch API call and save 50 percent
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4 min read
My RAG system slowly got worse for three months and nobody noticed.
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
My RAG system slowly got worse for three months and nobody noticed.
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4 min read
A six-concern production harness for Nemotron agents on Crusoe Managed Inference
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
A six-concern production harness for Nemotron agents on Crusoe Managed Inference
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4 min read
Setting Up Agent Observability in 30 Minutes
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
Setting Up Agent Observability in 30 Minutes
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6 min read
I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.
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6 min read
I shipped 50 agent infrastructure libraries. Here is what I learned.
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Mukunda Rao Katta
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Mukunda Rao Katta
May 25
I shipped 50 agent infrastructure libraries. Here is what I learned.
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7 min read
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