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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
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
The Claude Code config files I actually use in Python projects (CLAUDE.md, hooks, slash commands)

The Claude Code config files I actually use in Python projects (CLAUDE.md, hooks, slash commands)

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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
"How a Refresh Wiped Out 237 Drafts — and How We Used Playwright to Stop It Forever"

"How a Refresh Wiped Out 237 Drafts — and How We Used Playwright to Stop It Forever"

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3 min read
Building Your First Developer Agent With OpenAI Agents SDK

Building Your First Developer Agent With OpenAI Agents SDK

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9 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
Algoritma Nedir? GĂĽnlĂĽk Hayattan Ă–rneklerle (Scratch ve Python kodu)

Algoritma Nedir? GĂĽnlĂĽk Hayattan Ă–rneklerle (Scratch ve Python kodu)

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2 min read
Build a Python Data Quality ETL Starter for Messy CSV, Excel, JSON, and API-Style Data

Build a Python Data Quality ETL Starter for Messy CSV, Excel, JSON, and API-Style Data

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9 min read
Your First Autonomous Agent Mesh – Easier Than You Think

Your First Autonomous Agent Mesh – Easier Than You Think

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13 min read
Two-pass loudness normalization with FFmpeg loudnorm (the right way)

Two-pass loudness normalization with FFmpeg loudnorm (the right way)

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5 min read
I Compressed GPT-2 to Run on an Arduino

I Compressed GPT-2 to Run on an Arduino

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1 min read
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