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

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

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

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

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5 min read
50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.

50 Users Ask the Same Question. Your Agent Makes 50 API Calls. Here's the Fix.

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4 min read
Subagentes en Claude Code: cómo crearlos y para qué sirven

Subagentes en Claude Code: cómo crearlos y para qué sirven

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1 min read
prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

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5 min read
agentfit: Trim Agent Message History to Fit Your Context Window

agentfit: Trim Agent Message History to Fit Your Context Window

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5 min read
Stop Generating Fresh UUIDs as Idempotency Keys

Stop Generating Fresh UUIDs as Idempotency Keys

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6 min read
Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

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4 min read
Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

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

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

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6 min read
agenttap: see exactly what your Python LLM client sends over the wire

agenttap: see exactly what your Python LLM client sends over the wire

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

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

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5 min read
The Agent That Retried Five Times Over a String: tool-arg-coerce-py

The Agent That Retried Five Times Over a String: tool-arg-coerce-py

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5 min read
prompt-cache-warmer-rs: Pre-Warm the Anthropic Prompt Cache from Rust

prompt-cache-warmer-rs: Pre-Warm the Anthropic Prompt Cache from Rust

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

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

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4 min read
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