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Pythonic AI: Mastering the apcore-python SDK

Pythonic AI: Mastering the apcore-python SDK

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3 min read
I switched from ip-api.com to a zero-key API — here's why (HTTPS, CORS, no rate limits)

I switched from ip-api.com to a zero-key API — here's why (HTTPS, CORS, no rate limits)

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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
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
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
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
Whisper kept subtitling my shows in the wrong language. The fix was looking past the first 30 seconds.

Whisper kept subtitling my shows in the wrong language. The fix was looking past the first 30 seconds.

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3 min read
Microsoft's New Coding Model Just Beat Claude Haiku on Every Benchmark

Microsoft's New Coding Model Just Beat Claude Haiku on Every Benchmark

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6 min read
Build a Content Metadata Extractor: Auto-Generate SEO Tags, Summaries, and Social Posts

Build a Content Metadata Extractor: Auto-Generate SEO Tags, Summaries, and Social Posts

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6 min read
Running 35B–400B LLMs on a GPU-less Cluster to Mine 10,000 Papers — and the 4 Bugs That Almost Ruined the Data

Running 35B–400B LLMs on a GPU-less Cluster to Mine 10,000 Papers — and the 4 Bugs That Almost Ruined the Data

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9 min read
One While Loop, Seven Patterns, Endless Learning

One While Loop, Seven Patterns, Endless Learning

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3 min read
Build a GST Invoice Generator in 70 Lines of Python

Build a GST Invoice Generator in 70 Lines of Python

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5 min read
I spent a week on regex before realizing AI agent was the answer for data extraction

I spent a week on regex before realizing AI agent was the answer for data extraction

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5 min read
How to Build a Clean React + FastAPI Full-Stack Architecture for E-Commerce (With 1-Click Deployment)

How to Build a Clean React + FastAPI Full-Stack Architecture for E-Commerce (With 1-Click Deployment)

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2 min read
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