Agents

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Mukunda Rao Katta

May 25

Per-Key Rate Limiting for Agent Tool Calls: Stop One User From Breaking Everything

#hermeschallenge #ai #python #agents

4 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

Rust: Stop Retries From Double-Submitting LLM Calls With Content-Derived Idempotency Keys

#hermeschallenge #ai #rust #agents

4 min read

Mukunda Rao Katta

May 25

Your Agent Is Calling That Tool Again: tool-loop-guard

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

tool-secret-scrubber-rs: Strip Secrets from LLM Tool Logs in Rust

#hermeschallenge #ai #rust #agents

5 min read

Mukunda Rao Katta

May 25

Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow

#hermeschallenge #ai #python #agents

5 min read

Mukunda Rao Katta

May 25

A Week in Production: What Your Agent Will Actually Break On

#hermeschallenge #ai #python #agents

6 min read

Mukunda Rao Katta

May 25

agenttrace-rs: Group LLM Calls into Named Runs and Get Cost Breakdowns in Rust

#hermeschallenge #ai #rust #agents

4 min read

Mukunda Rao Katta

May 25

Which Agent Feature Costs the Most? Here's How to Find Out.

#hermeschallenge #ai #python #agents

7 min read

Mukunda Rao Katta

May 25

agentvet-rs: Validate Tool Args Before Your Agent Executes Them (Rust)

#hermeschallenge #ai #rust #agents

5 min read

Mukunda Rao Katta

May 25

claude-stream-rs: parse Anthropic SSE streaming responses into a typed Rust enum

#hermeschallenge #ai #rust #agents

5 min read

Mukunda Rao Katta

May 25

Your Agent Doesn't Know When to Stop. Give It a Deadline.

#hermeschallenge #ai #python #agents

4 min read

Mukunda Rao Katta

May 25

prompt-template-version: Semver-Pin Your System Prompts So You Can Always Roll Back

#hermeschallenge #ai #python #agents

6 min read

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DEV Community

# agents

Per-Key Rate Limiting for Agent Tool Calls: Stop One User From Breaking Everything

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

Rust: Stop Retries From Double-Submitting LLM Calls With Content-Derived Idempotency Keys

Your Agent Is Calling That Tool Again: tool-loop-guard

Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

tool-secret-scrubber-rs: Strip Secrets from LLM Tool Logs in Rust

Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice

prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow

A Week in Production: What Your Agent Will Actually Break On

agenttrace-rs: Group LLM Calls into Named Runs and Get Cost Breakdowns in Rust

Which Agent Feature Costs the Most? Here's How to Find Out.

agentvet-rs: Validate Tool Args Before Your Agent Executes Them (Rust)

claude-stream-rs: parse Anthropic SSE streaming responses into a typed Rust enum

Your Agent Doesn't Know When to Stop. Give It a Deadline.

prompt-template-version: Semver-Pin Your System Prompts So You Can Always Roll Back