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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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tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
mukundakatta profile

tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window

#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
Comments
5 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
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
Comments
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
Why Every Library in the Agent Stack Has Zero Runtime Dependencies
mukundakatta profile

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

#hermeschallenge #ai #python #agents
Comments
6 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
Comments
4 min read
tool-arg-fuzzy-rs: Fuzzy Match LLM Enum Args to Valid Values in Rust
mukundakatta profile

tool-arg-fuzzy-rs: Fuzzy Match LLM Enum Args to Valid Values in Rust

#hermeschallenge #ai #rust #agents
Comments
5 min read
Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename
mukundakatta profile

Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename

#hermeschallenge #ai #python #agents
Comments
5 min read
llm-retry: Full-Jitter Exponential Backoff for LLM API Calls in Rust
mukundakatta profile

llm-retry: Full-Jitter Exponential Backoff for LLM API Calls in Rust

#hermeschallenge #ai #rust #agents
Comments
4 min read
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
mukundakatta profile

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
Comments
6 min read
Durable Agent State Checkpoints: Resume Where You Left Off When the Run Crashes
mukundakatta profile

Durable Agent State Checkpoints: Resume Where You Left Off When the Run Crashes

#hermeschallenge #ai #python #agents
Comments
4 min read
llm-tool-arg-coerce: Coerce LLM Tool Args to Expected Types with a Function-Sig Shortcut
mukundakatta profile

llm-tool-arg-coerce: Coerce LLM Tool Args to Expected Types with a Function-Sig Shortcut

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