Agents

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Mukunda Rao Katta

May 25

Run Your Agent in Shadow Mode Before You Trust It With Production

#hermeschallenge #ai #python #agents

4 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

tool-arg-fuzzy-rs: Fuzzy Match LLM Enum Args to Valid Values in Rust

#hermeschallenge #ai #rust #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

Mukunda Rao Katta

May 25

Replay Every LLM Prompt Against a New Model Before You Migrate

#hermeschallenge #ai #python #agents

3 min read

Mukunda Rao Katta

May 25

Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

#hermeschallenge #ai #rust #agents

4 min read

Mukunda Rao Katta

May 25

100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

Decouple Your Agent Components with a Pub/Sub Event Bus

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

perfectcorp-tryon-concierge: Virtual Try-On via Chat

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

agentfit-rs: Token-Aware Message Truncation for Rust LLM Agents

#hermeschallenge #ai #rust #agents

6 min read

Mukunda Rao Katta

May 25

Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

#hermeschallenge #ai #python #agents

7 min read

Mukunda Rao Katta

May 25

Defending Against Prompt Injection in Python Agents

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

llm-fallback-chain: Ordered Provider Failover for LLM Calls

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

Five Things to Do Before You Deploy Your Agent to Production

#hermeschallenge #ai #python #agents

6 min read

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DEV Community

# agents

Run Your Agent in Shadow Mode Before You Trust It With Production

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

tool-arg-fuzzy-rs: Fuzzy Match LLM Enum Args to Valid Values in Rust

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

Replay Every LLM Prompt Against a New Model Before You Migrate

Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce

Decouple Your Agent Components with a Pub/Sub Event Bus

perfectcorp-tryon-concierge: Virtual Try-On via Chat

agentfit-rs: Token-Aware Message Truncation for Rust LLM Agents

Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

Defending Against Prompt Injection in Python Agents

llm-fallback-chain: Ordered Provider Failover for LLM Calls

Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information

Five Things to Do Before You Deploy Your Agent to Production