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llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work
mukundakatta profile

llm-budget-window: Per-Minute and Per-Hour Token Caps That Actually Work

#hermeschallenge #ai #rust #agents
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5 min read
When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain
mukundakatta profile

When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain

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

A/B Test Your Prompts Without a Framework

#hermeschallenge #ai #python #agents
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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
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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
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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
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3 min read
Stable Cache Keys for LLM Requests: Canonical Hashing in Rust
mukundakatta profile

Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

#hermeschallenge #ai #rust #agents
Comments
4 min read
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
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5 min read
agent-citation: Track Where Every Agent Claim Came From
mukundakatta profile

agent-citation: Track Where Every Agent Claim Came From

#hermeschallenge #ai #python #agents
Comments
6 min read
Your Agent Doesn't Know When to Stop. Give It a Deadline.
mukundakatta profile

Your Agent Doesn't Know When to Stop. Give It a Deadline.

#hermeschallenge #ai #python #agents
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4 min read
Detect Prompt Injection Before Your Agent Acts on It
mukundakatta profile

Detect Prompt Injection Before Your Agent Acts on It

#hermeschallenge #ai #python #agents
Comments
4 min read
Run Your Agent in Shadow Mode Before You Trust It With Production
mukundakatta profile

Run Your Agent in Shadow Mode Before You Trust It With Production

#hermeschallenge #ai #python #agents
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4 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
Comments
6 min read
Rust: Tag Your Agent Tools With Side-Effect Metadata Before Dispatching Them in Parallel
mukundakatta profile

Rust: Tag Your Agent Tools With Side-Effect Metadata Before Dispatching Them in Parallel

#hermeschallenge #ai #rust #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
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