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prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
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6 min read
Detect Prompt Injection Before Your Agent Acts on It
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Detect Prompt Injection Before Your Agent Acts on It
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4 min read
llm-retry: Full-Jitter Exponential Backoff for LLM API Calls in Rust
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
llm-retry: Full-Jitter Exponential Backoff for LLM API Calls in Rust
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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
Rust: Stop Retries From Double-Submitting LLM Calls With Content-Derived Idempotency Keys
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Rust: Stop Retries From Double-Submitting LLM Calls With Content-Derived Idempotency Keys
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4 min read
Run Your Agent in Shadow Mode Before You Trust It With Production
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Run Your Agent in Shadow Mode Before You Trust It With Production
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4 min read
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
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4 min read
llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work
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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
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
My agent cited a document that does not exist. Here is the library I wrote to catch that.
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
My agent cited a document that does not exist. Here is the library I wrote to catch that.
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5 min read
Defending Against Prompt Injection in Python Agents
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
Defending Against Prompt Injection in Python Agents
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6 min read
Subagentes en Claude Code: cómo crearlos y para qué sirven
Angel (AJ) Cruz
Angel (AJ) Cruz
Angel (AJ) Cruz
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Jul 2
Subagentes en Claude Code: cómo crearlos y para qué sirven
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1 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
100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce
Mukunda Rao Katta
Mukunda Rao Katta
Mukunda Rao Katta
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May 25
100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce
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6 min read
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