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A Week in Production: What Your Agent Will Actually Break On
mukundakatta profile

A Week in Production: What Your Agent Will Actually Break On

#hermeschallenge #ai #python #agents
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6 min read
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
mukundakatta profile

prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs

#hermeschallenge #ai #python #agents
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6 min read
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
Stop Generating Fresh UUIDs as Idempotency Keys
mukundakatta profile

Stop Generating Fresh UUIDs as Idempotency Keys

#hermeschallenge #ai #python #agents
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6 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
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5 min read
Four Ways to Truncate Enormous Tool Output Without Breaking UTF-8
mukundakatta profile

Four Ways to Truncate Enormous Tool Output Without Breaking UTF-8

#hermeschallenge #ai #rust #agents
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5 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done
mukundakatta profile

Composable Stop Conditions: Know When Your Agent Is Actually Done

#hermeschallenge #ai #python #agents
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4 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
Validate LLM Output Before It Reaches Your Users
mukundakatta profile

Validate LLM Output Before It Reaches Your Users

#hermeschallenge #ai #python #agents
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5 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
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4 min read
llm-message-hash-py: Canonical Hashes for LLM Request Structures
mukundakatta profile

llm-message-hash-py: Canonical Hashes for LLM Request Structures

#hermeschallenge #ai #python #agents
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5 min read
token-budget-py: Thread-Safe Token and USD Caps for Python Agents
mukundakatta profile

token-budget-py: Thread-Safe Token and USD Caps for Python Agents

#hermeschallenge #ai #python #agents
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5 min read
Five Things to Do Before You Deploy Your Agent to Production
mukundakatta profile

Five Things to Do Before You Deploy Your Agent to Production

#hermeschallenge #ai #python #agents
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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
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4 min read
agentprompt-rs: Jinja2 LLM prompt templates in Rust with strict-mode missing variable errors
mukundakatta profile

agentprompt-rs: Jinja2 LLM prompt templates in Rust with strict-mode missing variable errors

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