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Artificial Intelligence

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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Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users

Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users

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5 min read
Rust: Check If Your Payload Fits a Model's Context Window Before You Send It

Rust: Check If Your Payload Fits a Model's Context Window Before You Send It

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4 min read
Render Tool Output as LLM-Friendly Markdown: Give the Model Readable Data, Not Raw JSON

Render Tool Output as LLM-Friendly Markdown: Give the Model Readable Data, Not Raw JSON

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5 min read
Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls

Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls

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4 min read
When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy

When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy

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5 min read
m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph

m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph

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5 min read
Stop sending your users' SSNs to the LLM

Stop sending your users' SSNs to the LLM

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5 min read
Per-Tool Timeouts: Stop One Slow API From Hanging Your Agent

Per-Tool Timeouts: Stop One Slow API From Hanging Your Agent

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4 min read
The local voice stack that beats the cloud at its own benchmarks

The local voice stack that beats the cloud at its own benchmarks

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6 min read
What's actually in a good .cursorrules file? I built 10 of them — here's what I learned

What's actually in a good .cursorrules file? I built 10 of them — here's what I learned

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5 min read
Don't let your AI agent pay blindly — how to verify x402 endpoints before spending USDC

Don't let your AI agent pay blindly — how to verify x402 endpoints before spending USDC

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3 min read
turbovec: Local RAG Without the 60 GB Tax

turbovec: Local RAG Without the 60 GB Tax

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6 min read
Structure That Fits the Work: Multi-Pass, Multi-Workflow

Structure That Fits the Work: Multi-Pass, Multi-Workflow

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12 min read
I compared every MCP server monetization platform — only one needs zero signup

I compared every MCP server monetization platform — only one needs zero signup

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3 min read
Gemma 4: Google's Lightweight Powerhouse — Run AI on Hardware You Already Own

Gemma 4: Google's Lightweight Powerhouse — Run AI on Hardware You Already Own

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3 min read
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