Agents

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Mukunda Rao Katta

May 25

LRU Memoization for Agent Tool Calls with tool-result-cache

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

prompt-replay: Record and Replay LLM Prompts Across Models

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

Pre-Flight Cost Gates for LLM Calls: Stop Expensive Requests Before They Hit the API

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

How to Know When Your Agent Is Done (Before It Runs Forever)

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

agentguard-rs: Domain Allowlists for Rust AI Agent Network Calls

#hermeschallenge #ai #rust #agents

5 min read

Mukunda Rao Katta

May 25

prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Detect Prompt Injection Before Your Agent Acts on It

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice

#hermeschallenge #ai #python #agents

6 min read

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DEV Community

# agents

LRU Memoization for Agent Tool Calls with tool-result-cache

50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)

prompt-replay: Record and Replay LLM Prompts Across Models

Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

Pre-Flight Cost Gates for LLM Calls: Stop Expensive Requests Before They Hit the API

How to Know When Your Agent Is Done (Before It Runs Forever)

agentguard-rs: Domain Allowlists for Rust AI Agent Network Calls

prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

Detect Prompt Injection Before Your Agent Acts on It

Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename

Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice