DEV Community

Artificial Intelligence

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

Posts

đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.
Stop Guessing Anthropic's Dict Shape for Image Blocks
mukundakatta profile

Stop Guessing Anthropic's Dict Shape for Image Blocks

#hermeschallenge #ai #python #agents
Comments
5 min read
I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.
mukundakatta profile

I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.

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

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

#hermeschallenge #ai #python #agents
Comments
6 min read
llm-circuit-breaker-py: Open the Circuit Before Your Agent Hammers a Down Provider
mukundakatta profile

llm-circuit-breaker-py: Open the Circuit Before Your Agent Hammers a Down Provider

#hermeschallenge #ai #python #agents
Comments
5 min read
prompt-replay: Record LLM Outputs Today, Replay Against a New Model Tomorrow
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
5 min read
Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away
mukundakatta profile

Per-Tool Call-Count Caps: Prevent Any Single Tool From Running Away

#hermeschallenge #ai #python #agents
Comments
4 min read
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
mukundakatta profile

Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent

#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
I run 30 agents in parallel. They share one budget. Here is the pool primitive that makes that safe.
mukundakatta profile

I run 30 agents in parallel. They share one budget. Here is the pool primitive that makes that safe.

#hermeschallenge #ai #rust #concurrency
Comments
4 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
Comments
5 min read
Debug Agent Failures After They Happen with JSONL Traces
mukundakatta profile

Debug Agent Failures After They Happen with JSONL Traces

#hermeschallenge #ai #python #agents
Comments
5 min read
Stable Anthropic Cache Scope Hashes: Know Whether Your Prompt Will Hit the Cache
mukundakatta profile

Stable Anthropic Cache Scope Hashes: Know Whether Your Prompt Will Hit the Cache

#hermeschallenge #ai #python #agents
Comments
5 min read
Stop Hammering a Broken API: Circuit Breakers for LLM Calls in Rust
mukundakatta profile

Stop Hammering a Broken API: Circuit Breakers for LLM Calls in Rust

#hermeschallenge #ai #rust #agents
Comments
5 min read
agent-message-window: a sliding context window that never breaks a tool pair
mukundakatta profile

agent-message-window: a sliding context window that never breaks a tool pair

#hermeschallenge #ai #python #agents
Comments
5 min read
đź‘‹ Sign in for the ability to sort posts by relevant, latest, or top.