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Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers
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4 min read
Stop Generating Fresh UUIDs as Idempotency Keys
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Generating Fresh UUIDs as Idempotency Keys
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6 min read
The Agent That Retried Five Times Over a String: tool-arg-coerce-py
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
The Agent That Retried Five Times Over a String: tool-arg-coerce-py
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5 min read
Replay Every LLM Prompt Against a New Model Before You Migrate
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Replay Every LLM Prompt Against a New Model Before You Migrate
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3 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
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
The $12 LLM Call Nobody Saw Coming: llm-cost-cap
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
The $12 LLM Call Nobody Saw Coming: llm-cost-cap
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5 min read
Make Your Agent Idempotent: Run It Twice, Get the Same Result
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Make Your Agent Idempotent: Run It Twice, Get the Same Result
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4 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
agenttap: Wire-Level Prompt Introspection for LLM Agents
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
agenttap: Wire-Level Prompt Introspection for LLM Agents
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4 min read
Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
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4 min read
The conversation you saved to disk still has the SSN in it
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
The conversation you saved to disk still has the SSN in it
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6 min read
I thought shadow mode was on. It wasn't. 400 emails later I built agent-shadow-mode.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
I thought shadow mode was on. It wasn't. 400 emails later I built agent-shadow-mode.
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6 min read
Stop Writing Tool Schemas by Hand: tool-schema-from-fn
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Stop Writing Tool Schemas by Hand: tool-schema-from-fn
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6 min read
Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away
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4 min read
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