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Stop Generating Fresh UUIDs as Idempotency Keys

Stop Generating Fresh UUIDs as Idempotency Keys

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6 min read
Six Security Layers for Python LLM Agents

Six Security Layers for Python LLM Agents

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6 min read
llm-fallback-router-rs: Multi-Provider LLM Failover in Rust

llm-fallback-router-rs: Multi-Provider LLM Failover in Rust

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5 min read
Make Your Agent Idempotent: Run It Twice, Get the Same Result

Make Your Agent Idempotent: Run It Twice, Get the Same Result

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

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

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

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

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5 min read
A/B Test Your Prompts Without a Framework

A/B Test Your Prompts Without a Framework

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5 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
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
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
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
tool-secret-scrubber-rs: Strip Secrets from LLM Tool Logs in Rust

tool-secret-scrubber-rs: Strip Secrets from LLM Tool Logs in Rust

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5 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools

llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools

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5 min read
Sanitize Your LLM Message Lists Before Every API Call

Sanitize Your LLM Message Lists Before Every API Call

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3 min read
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