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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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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
Cut Your Anthropic Bill in Half with the Batch API
mukundakatta profile

Cut Your Anthropic Bill in Half with the Batch API

#hermeschallenge #ai #python #agents
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5 min read
Monitor Your Agent's Health in Production
mukundakatta profile

Monitor Your Agent's Health in Production

#hermeschallenge #ai #python #agents
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7 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
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4 min read
agent-replay-trace: step through JSONL agent traces for debugging
mukundakatta profile

agent-replay-trace: step through JSONL agent traces for debugging

#hermeschallenge #ai #python #agents
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5 min read
Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window
mukundakatta profile

Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window

#hermeschallenge #ai #python #agents
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4 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
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6 min read
The $12 LLM Call Nobody Saw Coming: llm-cost-cap
mukundakatta profile

The $12 LLM Call Nobody Saw Coming: llm-cost-cap

#hermeschallenge #ai #python #agents
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5 min read
tool-call-budgets: Stop Runaway Agent Loops Before They Hit Your Invoice
mukundakatta profile

tool-call-budgets: Stop Runaway Agent Loops Before They Hit Your Invoice

#hermeschallenge #ai #python #agents
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5 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
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4 min read
The Tool That Kept Doing Full-Table Scans: tool-arg-defaults
mukundakatta profile

The Tool That Kept Doing Full-Table Scans: tool-arg-defaults

#hermeschallenge #ai #python #agents
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6 min read
How to Know When Your Agent Is Done (Before It Runs Forever)
mukundakatta profile

How to Know When Your Agent Is Done (Before It Runs Forever)

#hermeschallenge #ai #python #agents
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6 min read
Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits
mukundakatta profile

Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits

#hermeschallenge #ai #python #agents
Comments
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
prompt-replay: Record and Replay LLM Prompts Across Models
mukundakatta profile

prompt-replay: Record and Replay LLM Prompts Across Models

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