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Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response
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5 min read
Static Lint Rules for Your LLM Prompts (Before They Hit Production)
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Static Lint Rules for Your LLM Prompts (Before They Hit Production)
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3 min read
agent-citation: Track Where Every Agent Claim Came From
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agent-citation: Track Where Every Agent Claim Came From
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6 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
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4 min read
Build System Prompts From Named Sections Instead of One Giant String
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Build System Prompts From Named Sections Instead of One Giant String
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4 min read
Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window
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4 min read
agent-resume: checkpoint and resume long-running AI agent jobs in Python
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agent-resume: checkpoint and resume long-running AI agent jobs in Python
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5 min read
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
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5 min read
Cut Your Anthropic Bill in Half with the Batch API
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Cut Your Anthropic Bill in Half with the Batch API
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5 min read
Single-Flight Batching: When Many Callers Need the Same LLM Response
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Single-Flight Batching: When Many Callers Need the Same LLM Response
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6 min read
Stable Cache Keys for LLM Requests: Canonical Hashing in Rust
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stable Cache Keys for LLM Requests: Canonical Hashing in Rust
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4 min read
Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'
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5 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Composable Stop Conditions: Know When Your Agent Is Actually Done
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4 min read
My agent retried a 401 Unauthorized nine times. The fix was two lines.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
My agent retried a 401 Unauthorized nine times. The fix was two lines.
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5 min read
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer
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5 min read
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