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KVQuant: Run 70B LLMs on 8GB RAM with 4-bit KV Cache Quantization

KVQuant: Run 70B LLMs on 8GB RAM with 4-bit KV Cache Quantization

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1 min read
asyncio Pitfalls: A 3-Hour Debugging Nightmare That Nearly Took Down Production

asyncio Pitfalls: A 3-Hour Debugging Nightmare That Nearly Took Down Production

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4 min read
Python Looping #1: How I Solved Two Classic Problems in Multiple Ways (With Flowcharts)

Python Looping #1: How I Solved Two Classic Problems in Multiple Ways (With Flowcharts)

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5 min read
Tratamento de caracteres utf-8 com Python e a flag -Xutf8

Tratamento de caracteres utf-8 com Python e a flag -Xutf8

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2 min read
I built a terminal file picker to remove context switching between editor and shell

I built a terminal file picker to remove context switching between editor and shell

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2 min read
Build a Bulk PDF Invoice Renamer in 55 Lines of Python

Build a Bulk PDF Invoice Renamer in 55 Lines of Python

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4 min read
I just wanted to chat with my Raspberry Pi.

I just wanted to chat with my Raspberry Pi.

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9 min read
How we measured 99.6% token reduction across 15 task-runs

How we measured 99.6% token reduction across 15 task-runs

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4 min read
BTCRouter: Real-Time Bitcoin Fee Estimation Without a Full Node

BTCRouter: Real-Time Bitcoin Fee Estimation Without a Full Node

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2 min read
Building LinkPilot AI Pro: How I Supercharged LinkedIn with AI 🚀

Building LinkPilot AI Pro: How I Supercharged LinkedIn with AI 🚀

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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
Pydantic V2 Discriminated Unions in FastAPI: Modeling Polymorphic AI Feature Configs Without Schema Sprawl

Pydantic V2 Discriminated Unions in FastAPI: Modeling Polymorphic AI Feature Configs Without Schema Sprawl

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5 min read
LinkedIn Scraping with Python: Profiles, Jobs & Company Pages

LinkedIn Scraping with Python: Profiles, Jobs & Company Pages

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9 min read
5 Multi-Agent Patterns in Strands Agents: Which One and When

5 Multi-Agent Patterns in Strands Agents: Which One and When

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7 min read
How to Scrape Swedish Real Estate Data from Hemnet (No Code, No API)

How to Scrape Swedish Real Estate Data from Hemnet (No Code, No API)

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7 min read
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