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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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claude-cost: Cache-Aware Claude Cost Calculator for Rust (Anthropic API + Bedrock)
mukundakatta profile

claude-cost: Cache-Aware Claude Cost Calculator for Rust (Anthropic API + Bedrock)

#hermeschallenge #ai #rust #agents
Comments
4 min read
LLM Jury: Get a Better Answer by Asking Multiple Models to Vote
mukundakatta profile

LLM Jury: Get a Better Answer by Asking Multiple Models to Vote

#hermeschallenge #ai #python #agents
Comments
4 min read
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order
mukundakatta profile

Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order

#hermeschallenge #ai #python #agents
Comments
4 min read
Check Token Count Before You Hit the 413
mukundakatta profile

Check Token Count Before You Hit the 413

#hermeschallenge #ai #python #agents
Comments
5 min read
In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic
mukundakatta profile

In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic

#hermeschallenge #ai #python #agents
Comments
4 min read
Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters
mukundakatta profile

Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters

#hermeschallenge #ai #python #agents
Comments
4 min read
In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice
mukundakatta profile

In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice

#hermeschallenge #ai #python #agents
Comments
4 min read
agent-message-window: Slide Your Context Window Without Dropping Tool Calls
mukundakatta profile

agent-message-window: Slide Your Context Window Without Dropping Tool Calls

#hermeschallenge #ai #python #agents
Comments
5 min read
Rust: Check If Your Payload Fits a Model's Context Window Before You Send It
mukundakatta profile

Rust: Check If Your Payload Fits a Model's Context Window Before You Send It

#hermeschallenge #ai #rust #agents
Comments
4 min read
Build Anthropic Content Blocks Without Wrestling With Dicts
mukundakatta profile

Build Anthropic Content Blocks Without Wrestling With Dicts

#hermeschallenge #ai #python #agents
Comments
3 min read
tool-arg-coerce-py: Coerce LLM Tool Args to Expected Types Before They Break Things
mukundakatta profile

tool-arg-coerce-py: Coerce LLM Tool Args to Expected Types Before They Break Things

#hermeschallenge #ai #python #agents
Comments
5 min read
Fast Heuristic Token Counter: Know Your Prompt Size Without Calling tiktoken
mukundakatta profile

Fast Heuristic Token Counter: Know Your Prompt Size Without Calling tiktoken

#hermeschallenge #ai #python #agents
Comments
4 min read
Composable Output Guardrails: Filter Agent Responses Before They Reach Users
mukundakatta profile

Composable Output Guardrails: Filter Agent Responses Before They Reach Users

#hermeschallenge #ai #python #agents
Comments
4 min read
How to Build a Capability-First Model Portfolio in TypeScript
vectronode profile

How to Build a Capability-First Model Portfolio in TypeScript

#ai #typescript #architecture #llm
1
Comments
1 min read
Ordered Provider Failover: Try Anthropic, Fall Back to OpenAI, Then Gemini
mukundakatta profile

Ordered Provider Failover: Try Anthropic, Fall Back to OpenAI, Then Gemini

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