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What it takes to run a Polymarket Up/Down arbitrage bot in production

What it takes to run a Polymarket Up/Down arbitrage bot in production

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3 min read
I Work in Healthcare Tech. Here's Why I Built a RAG Tool for Clinical Documents.

I Work in Healthcare Tech. Here's Why I Built a RAG Tool for Clinical Documents.

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5 min read
Python obfuscation for AI assistants: runnable workspaces and off-disk secrets

Python obfuscation for AI assistants: runnable workspaces and off-disk secrets

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13 min read
How I built a real-time work order alert system for contract field service

How I built a real-time work order alert system for contract field service

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2 min read
Behavior Determines the Resolution: Building a KH3 Trainer in Python

Behavior Determines the Resolution: Building a KH3 Trainer in Python

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5 min read
I built a local Garmin health archive with Claude. The token limit shaped the architecture.

I built a local Garmin health archive with Claude. The token limit shaped the architecture.

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3 min read
The paper reported jumps like 21% to 97%. My replication got +2%.

The paper reported jumps like 21% to 97%. My replication got +2%.

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4 min read
Pythonic AI: Mastering the apcore-python SDK

Pythonic AI: Mastering the apcore-python SDK

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3 min read
My AI gent was having an identity crisis — Here's how I fixed it

My AI gent was having an identity crisis — Here's how I fixed it

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5 min read
Why Web Workers Swallow Your Stacktraces (And How to Write Specs to Fix It)

Why Web Workers Swallow Your Stacktraces (And How to Write Specs to Fix It)

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3 min read
LangChain Memory Pitfalls: How Broken Context Cost Me 6 Hours at 1 AM

LangChain Memory Pitfalls: How Broken Context Cost Me 6 Hours at 1 AM

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3 min read
When Regex Isn't Enough: Extracting Structured Data with LLMs

When Regex Isn't Enough: Extracting Structured Data with LLMs

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4 min read
Publishing One Package to Five Registries with GitHub Actions

Publishing One Package to Five Registries with GitHub Actions

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9 min read
My daily token burn was eating me alive until I learned what a cache hit rate actually is

My daily token burn was eating me alive until I learned what a cache hit rate actually is

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3 min read
Shipping Docs, Rust Tooling, and a Week of Deep Reviews

Shipping Docs, Rust Tooling, and a Week of Deep Reviews

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5 min read
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