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Why Dense Search Fails in Production RAG — And How Hybrid Search Fixes It

Why Dense Search Fails in Production RAG — And How Hybrid Search Fixes It

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4 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
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
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
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
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
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
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