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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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I needed a stable cache key for LLM requests. The hard part was the input list order.
mukundakatta profile

I needed a stable cache key for LLM requests. The hard part was the input list order.

#hermeschallenge #ai #llm #rust
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4 min read
I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.
mukundakatta profile

I Shipped 50 Agent-Stack Libraries. Here Is How They Fit Together.

#hermeschallenge #ai #python #agents
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6 min read
How to Test LLM Agents Without Calling the Real API
mukundakatta profile

How to Test LLM Agents Without Calling the Real API

#hermeschallenge #ai #python #agents
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5 min read
Production Python Agent Checklist: 15 Things Before You Deploy
mukundakatta profile

Production Python Agent Checklist: 15 Things Before You Deploy

#hermeschallenge #ai #python #agents
Comments
6 min read
I shipped eight agent-stack repos in eight hours. Here's what made it possible.
mukundakatta profile

I shipped eight agent-stack repos in eight hours. Here's what made it possible.

#hermeschallenge #ai #llm #agents
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4 min read
What I Learned Shipping 50 Agent-Stack Libraries in One Sprint
mukundakatta profile

What I Learned Shipping 50 Agent-Stack Libraries in One Sprint

#hermeschallenge #ai #python #agents
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6 min read
Three Error Recovery Patterns for LLM Agent Tool Failures
mukundakatta profile

Three Error Recovery Patterns for LLM Agent Tool Failures

#hermeschallenge #ai #python #agents
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5 min read
llmfleet: pool many agents' turns into one Batch API call and save 50 percent
mukundakatta profile

llmfleet: pool many agents' turns into one Batch API call and save 50 percent

#hermeschallenge #ai #llm #agents
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4 min read
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer
mukundakatta profile

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

#hermeschallenge #ai #python #agents
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5 min read
claude-stream-rs: parse Anthropic SSE streaming responses into a typed Rust enum
mukundakatta profile

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

#hermeschallenge #ai #rust #agents
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5 min read
Why Every Library in the Agent Stack Has Zero Runtime Dependencies
mukundakatta profile

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

#hermeschallenge #ai #python #agents
Comments
6 min read
llm-fallback-router: Multi-Provider Failover for Python LLM Calls
mukundakatta profile

llm-fallback-router: Multi-Provider Failover for Python LLM Calls

#hermeschallenge #ai #python #agents
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5 min read
Six Security Layers for Python LLM Agents
mukundakatta profile

Six Security Layers for Python LLM Agents

#hermeschallenge #ai #python #agents
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6 min read
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
6 min read
Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs
mukundakatta profile

Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

#hermeschallenge #ai #python #agents
Comments
4 min read
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