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Building a Real-Time Competitive Intelligence System with Claude and Perplexity APIs

Building a Real-Time Competitive Intelligence System with Claude and Perplexity APIs

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3 min read
I cut Claude API costs by 90% with prompt caching. Here's what I learned before I had to shut it down.

I cut Claude API costs by 90% with prompt caching. Here's what I learned before I had to shut it down.

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10 min read
Code Autopsy #1: How ~90 Lines Turned System Monitoring Into A Conversation

Code Autopsy #1: How ~90 Lines Turned System Monitoring Into A Conversation

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5 min read
When agent trace metrics lie: the span tree double-counting problem

When agent trace metrics lie: the span tree double-counting problem

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9 min read
Scraping Nonprofit Financial Data: Form 990 and IRS Records

Scraping Nonprofit Financial Data: Form 990 and IRS Records

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3 min read
Embeddings shouldn't need a notebook

Embeddings shouldn't need a notebook

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3 min read
Your AI Agent Budget Check Has a Race Condition

Your AI Agent Budget Check Has a Race Condition

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3 min read
Base64 Decode in Python — Complete Guide (b64decode, urlsafe, padding fix)

Base64 Decode in Python — Complete Guide (b64decode, urlsafe, padding fix)

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8 min read
[Side A] Building a RAM Disk on Windows without Admin Privileges — Python I/O Acceleration Techniques

[Side A] Building a RAM Disk on Windows without Admin Privileges — Python I/O Acceleration Techniques

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8 min read
I Built an AI That Reads Your Pet's Behavior — Here's How the Stack Works

I Built an AI That Reads Your Pet's Behavior — Here's How the Stack Works

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3 min read
Scraping API Documentation: Building Auto-Generated SDK Wrappers

Scraping API Documentation: Building Auto-Generated SDK Wrappers

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3 min read
Three Layers of Memory for Autonomous AI: Capsule, Spiderweb, Dossier

Three Layers of Memory for Autonomous AI: Capsule, Spiderweb, Dossier

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5 min read
SlimeWeb --New Python WebFramework backed by rust

SlimeWeb --New Python WebFramework backed by rust

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1 min read
I built a 58-tool MCP server where AI agents pay per call in USDC — here's how

I built a 58-tool MCP server where AI agents pay per call in USDC — here's how

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4 min read
Why Your AI Firewall Can Be Bypassed (and How to Make One That Can't)

Why Your AI Firewall Can Be Bypassed (and How to Make One That Can't)

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2 min read
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