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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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tool-output-format: Render Tool Results as LLM-Friendly Markdown
mukundakatta profile

tool-output-format: Render Tool Results as LLM-Friendly Markdown

#hermeschallenge #ai #python #agents
Comments
5 min read
Replay Every LLM Prompt Against a New Model Before You Migrate
mukundakatta profile

Replay Every LLM Prompt Against a New Model Before You Migrate

#hermeschallenge #ai #python #agents
Comments
3 min read
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
4 min read
agentcast-rs: Repair, Validate, and Retry LLM JSON Output in Rust
mukundakatta profile

agentcast-rs: Repair, Validate, and Retry LLM JSON Output in Rust

#hermeschallenge #ai #rust #agents
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5 min read
A/B Test Your Prompts Without a Framework
mukundakatta profile

A/B Test Your Prompts Without a Framework

#hermeschallenge #ai #python #agents
Comments
5 min read
Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
5 min read
Why is Your Chatbot Saving "Good Morning" as the Customer's Name? 🤖🤦‍♂️
ricardo_carneiro_eb9caf27 profile

Why is Your Chatbot Saving "Good Morning" as the Customer's Name? 🤖🤦‍♂️

#ai #agentaichallenge #n8nbrightdatachallenge
Comments
3 min read
llm-json-repair: Three-Pass Local JSON Repair for LLM Responses in Rust
mukundakatta profile

llm-json-repair: Three-Pass Local JSON Repair for LLM Responses in Rust

#hermeschallenge #ai #rust #agents
Comments
4 min read
Priority Queue for Agent Sub-Tasks: Stop Processing Low-Priority Work First
mukundakatta profile

Priority Queue for Agent Sub-Tasks: Stop Processing Low-Priority Work First

#hermeschallenge #ai #python #agents
Comments
4 min read
Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
4 min read
My agent made a $400 mistake. I had no idea why. So I built a WHY layer.
mukundakatta profile

My agent made a $400 mistake. I had no idea why. So I built a WHY layer.

#hermeschallenge #ai #python #agents
Comments
5 min read
llm-fallback-chain: Ordered Provider Failover for LLM Calls
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
5 min read
perfectcorp-tryon-concierge: Virtual Try-On via Chat
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
5 min read
Your Agent Loop Needs a Real Exit: llm-stop-conditions
mukundakatta profile

Your Agent Loop Needs a Real Exit: llm-stop-conditions

#hermeschallenge #ai #python #agents
Comments
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
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