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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone

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6 min read
[Python/JS/C#] Block Engine v2.2.0: Run Python, Node.js, Lua & PHP in a single document with zero-config state pipeline

[Python/JS/C#] Block Engine v2.2.0: Run Python, Node.js, Lua & PHP in a single document with zero-config state pipeline

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1 min read
I shipped a complete product without writing a single line of code. Here's what that actually looks like.

I shipped a complete product without writing a single line of code. Here's what that actually looks like.

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4 min read
Build an AI Evaluation from a Hugging Face Dataset Without Writing Python

Build an AI Evaluation from a Hugging Face Dataset Without Writing Python

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6 min read
10 Million Free Tokens: A Token-Budget Field Test on a Free Server

10 Million Free Tokens: A Token-Budget Field Test on a Free Server

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4 min read
Week 1: From Idea to Runnable CLI Framework

Week 1: From Idea to Runnable CLI Framework

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4 min read
I built a free, open-source trading bot starter (Next.js)

I built a free, open-source trading bot starter (Next.js)

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2 min read
PyTorch Open-Source Contribution — Fixing a Zero-Dimension Edge Case in `torch.unravel_index`

PyTorch Open-Source Contribution — Fixing a Zero-Dimension Edge Case in `torch.unravel_index`

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3 min read
I Was Learning PyTorch, Then I Accidentally Started Building My Own AI Training Framework

I Was Learning PyTorch, Then I Accidentally Started Building My Own AI Training Framework

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8 min read
Kimi K3 vs Claude Opus 4.8: Benchmarks, Price, Verdict

Kimi K3 vs Claude Opus 4.8: Benchmarks, Price, Verdict

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4 min read
VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

VIDRAFT's Open Discovery Challenge: Claude vs. GPT-4 on Malaria & TB Drug Candidates — Early Benchmark Data

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4 min read
LabBench grew to 9 tools, and I shipped a second product

LabBench grew to 9 tools, and I shipped a second product

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1 min read
9 Best Open-Source LLMs in 2026 (Compared)

9 Best Open-Source LLMs in 2026 (Compared)

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6 min read
Linux Distros

Linux Distros

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3 min read
Crenox – A pre-commit secret scanner 100 faster than Gitleaks (built with Flat DFA + Aho-Corasick in Go)

Crenox – A pre-commit secret scanner 100 faster than Gitleaks (built with Flat DFA + Aho-Corasick in Go)

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1 min read
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