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Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response

Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response

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5 min read
Static Lint Rules for Your LLM Prompts (Before They Hit Production)

Static Lint Rules for Your LLM Prompts (Before They Hit Production)

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3 min read
agent-citation: Track Where Every Agent Claim Came From

agent-citation: Track Where Every Agent Claim Came From

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6 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

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4 min read
Build System Prompts From Named Sections Instead of One Giant String

Build System Prompts From Named Sections Instead of One Giant String

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4 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
agent-resume: checkpoint and resume long-running AI agent jobs in Python

agent-resume: checkpoint and resume long-running AI agent jobs in Python

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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
Cut Your Anthropic Bill in Half with the Batch API

Cut Your Anthropic Bill in Half with the Batch API

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5 min read
Single-Flight Batching: When Many Callers Need the Same LLM Response

Single-Flight Batching: When Many Callers Need the Same LLM Response

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6 min read
Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

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4 min read
Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

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5 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done

Composable Stop Conditions: Know When Your Agent Is Actually Done

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4 min read
My agent retried a 401 Unauthorized nine times. The fix was two lines.

My agent retried a 401 Unauthorized nine times. The fix was two lines.

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5 min read
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

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5 min read
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