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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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Four Patterns for Multi-Agent Python Systems That Actually Work
mukundakatta profile

Four Patterns for Multi-Agent Python Systems That Actually Work

#hermeschallenge #ai #python #agents
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5 min read
Spec-Driven Development Without an IDE: I Generated NestJS, Go, Spring Boot, Laravel, and Rust Apps From a Single PRD File
anioko1 profile

Spec-Driven Development Without an IDE: I Generated NestJS, Go, Spring Boot, Laravel, and Rust Apps From a Single PRD File

#webdev #ai #architecture #opensource
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7 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
llm-pii-redact: Remove PII From Prompts Before They Reach the Model
mukundakatta profile

llm-pii-redact: Remove PII From Prompts Before They Reach the Model

#hermeschallenge #ai #python #agents
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6 min read
Why I Built 50 Small Libraries Instead of One Big Agent Framework
mukundakatta profile

Why I Built 50 Small Libraries Instead of One Big Agent Framework

#hermeschallenge #ai #python #agents
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6 min read
My LLM provider went down for 11 minutes. My code spent 4 of them in connect timeouts.
mukundakatta profile

My LLM provider went down for 11 minutes. My code spent 4 of them in connect timeouts.

#hermeschallenge #ai #llm #rust
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4 min read
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
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
A six-concern production harness for Nemotron agents on Crusoe Managed Inference
mukundakatta profile

A six-concern production harness for Nemotron agents on Crusoe Managed Inference

#hermeschallenge #ai #llm #agents
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4 min read
Adding Memory to Your Python Agent Without a Vector Database
mukundakatta profile

Adding Memory to Your Python Agent Without a Vector Database

#hermeschallenge #ai #python #agents
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5 min read
Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic
mukundakatta profile

Prompt Engineering Hygiene: The Invisible Layer Under Your Agent Logic

#hermeschallenge #ai #python #agents
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6 min read
Make Your Agent's API Calls Idempotent Before You Need To
mukundakatta profile

Make Your Agent's API Calls Idempotent Before You Need To

#hermeschallenge #ai #python #agents
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5 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
agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It
mukundakatta profile

agent-shadow-mode: Run Your Agent in Record-Not-Execute Mode Before You Trust It

#hermeschallenge #ai #python #agents
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5 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
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