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Building a Document Classification System with LLMs

Building a Document Classification System with LLMs

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5 min read
How I Automated File Organisation and Email Reports with Python

How I Automated File Organisation and Email Reports with Python

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2 min read
Fixing "bot_args Must Be a List" — A Common Python Subprocess Argument Bug

Fixing "bot_args Must Be a List" — A Common Python Subprocess Argument Bug

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4 min read
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3 min read
My MCP Tool's Audit Log Was Built So a Bad Write Would Leave a Trace. The Log Itself Leaves None.

My MCP Tool's Audit Log Was Built So a Bad Write Would Leave a Trace. The Log Itself Leaves None.

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4 min read
How ICD-10 Codes Map to an HCC / RAF Score (and Why the Same Code Set Yields Different Scores)

How ICD-10 Codes Map to an HCC / RAF Score (and Why the Same Code Set Yields Different Scores)

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2 min read
How I Slashed My AI API Bill by 95% (And You Can Too)

How I Slashed My AI API Bill by 95% (And You Can Too)

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8 min read
Closures in Python Explained by Tracing Through the Code

Closures in Python Explained by Tracing Through the Code

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4 min read
That 300% funding APR is not free money: screening for squeeze traps on Binance perpetuals

That 300% funding APR is not free money: screening for squeeze traps on Binance perpetuals

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7 min read
How We Built Instant Translation Help (即时翻译帮助) with Python and LLMs

How We Built Instant Translation Help (即时翻译帮助) with Python and LLMs

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5 min read
I Built a CLI That Scans AI Agents Against the OWASP Agentic Top 10

I Built a CLI That Scans AI Agents Against the OWASP Agentic Top 10

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5 min read
Why Data Structures Still Matter When You're Doing Machine Learning

Why Data Structures Still Matter When You're Doing Machine Learning

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3 min read
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3 min read
Cryptographic Watermarking for LLM Outputs with resk-mark

Cryptographic Watermarking for LLM Outputs with resk-mark

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2 min read
Query SEC filings from inside Claude Desktop — Filingrail is now MCP-enabled

Query SEC filings from inside Claude Desktop — Filingrail is now MCP-enabled

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5 min read
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