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Python

import antigravity

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Running LLMs Locally: A Rigorous Benchmark of Phi-3, Mistral, and Llama 3.2 on Ollama
Cover image for Running LLMs Locally: A Rigorous Benchmark of Phi-3, Mistral, and Llama 3.2 on Ollama

Running LLMs Locally: A Rigorous Benchmark of Phi-3, Mistral, and Llama 3.2 on Ollama

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9 min read
Hardcore ETL: Taming 5GB+ of Apple Health XML Data with DuckDB and dbt

Hardcore ETL: Taming 5GB+ of Apple Health XML Data with DuckDB and dbt

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4 min read
2.78 TFLOPS on a Fanless MacBook Air? Benchmarking Apple's M4 with MLX
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2.78 TFLOPS on a Fanless MacBook Air? Benchmarking Apple's M4 with MLX

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4 min read
Your LLM Passes Type Checks but Fails the "Vibe Check": How I Fixed AI Reliability
Cover image for Your LLM Passes Type Checks but Fails the "Vibe Check": How I Fixed AI Reliability

Your LLM Passes Type Checks but Fails the "Vibe Check": How I Fixed AI Reliability

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4 min read
Building a Custom Telegram Bot with AI: Beyond Simple Commands

Building a Custom Telegram Bot with AI: Beyond Simple Commands

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5 min read
AI Agent Production Failures: What Breaks and How to Build Around It

AI Agent Production Failures: What Breaks and How to Build Around It

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4 min read
7 Security Patterns Every MCP Server Developer Should Follow

7 Security Patterns Every MCP Server Developer Should Follow

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5 min read
"The Agent Didn't Decide Wrong. The Instructions Were Conflicting — and Nobody Noticed."

"The Agent Didn't Decide Wrong. The Instructions Were Conflicting — and Nobody Noticed."

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5 min read
I Published a Python Package in 2019. Revisiting It in 2026 Reminded Me of Something
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I Published a Python Package in 2019. Revisiting It in 2026 Reminded Me of Something

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3 min read
The 3-Layer Prompt Framework That Made Me a Better Python Developer
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The 3-Layer Prompt Framework That Made Me a Better Python Developer

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2 min read
How I Built a Static Analyzer for Python Env Variables in ~700 Lines

How I Built a Static Analyzer for Python Env Variables in ~700 Lines

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4 min read
Wagtail Vs Wordpress

Wagtail Vs Wordpress

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6 min read
Why Django Needs Convention Over Configuration (And How DJX Fixes It)

Why Django Needs Convention Over Configuration (And How DJX Fixes It)

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2 min read
Add Cryptographic Identity to Your LangChain Agent in 5 Minutes

Add Cryptographic Identity to Your LangChain Agent in 5 Minutes

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3 min read
I built a 98-tool MCP server for managing Meta Ads from Claude Code

I built a 98-tool MCP server for managing Meta Ads from Claude Code

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3 min read
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