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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
Decouple Your Agent Components with a Pub/Sub Event Bus
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Decouple Your Agent Components with a Pub/Sub Event Bus
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5 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
llm-message-hash-py: Canonical Hashes for LLM Request Structures
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
llm-message-hash-py: Canonical Hashes for LLM Request Structures
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5 min read
Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache
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5 min read
llmfleet: a gather-window dispatcher that fixes your parallel Claude eval rate limits
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
llmfleet: a gather-window dispatcher that fixes your parallel Claude eval rate limits
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5 min read
Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format
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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
I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.
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6 min read
llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools
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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
prompt-replay: Record and Replay LLM Prompts Across Models
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
prompt-replay: Record and Replay LLM Prompts Across Models
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5 min read
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.
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4 min read
Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over
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4 min read
perfectcorp-tryon-concierge: Virtual Try-On via Chat
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
perfectcorp-tryon-concierge: Virtual Try-On via Chat
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5 min read
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