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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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Atomic's Ralph Loop: a deterministic, plan, orchestrate review for long-running, ambiguous work

Atomic's Ralph Loop: a deterministic, plan, orchestrate review for long-running, ambiguous work

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6 min read
LocalStack Ultimate covers 4 Bedrock ops. Here's why that's the wrong bet for tests.

LocalStack Ultimate covers 4 Bedrock ops. Here's why that's the wrong bet for tests.

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5 min read
One AGENTS.md, every tool: how I stopped copy-pasting CLAUDE.md everywhere

One AGENTS.md, every tool: how I stopped copy-pasting CLAUDE.md everywhere

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5 min read
My MCP Tools Broke Silently; So I Built a Lockfile for MCP

My MCP Tools Broke Silently; So I Built a Lockfile for MCP

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1 min read
From 0 to 100 GitHub Stars with a Python CLI (Spoiler: It's Not as Easy as They Say)

From 0 to 100 GitHub Stars with a Python CLI (Spoiler: It's Not as Easy as They Say)

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3 min read
PromptOpsKit: an open-source, repo-native way to manage prompts in AI apps

PromptOpsKit: an open-source, repo-native way to manage prompts in AI apps

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7 min read
I benchmarked RAG vs GraphRAG vs pre-structured knowledge graphs across 45 domains — here's what happened

I benchmarked RAG vs GraphRAG vs pre-structured knowledge graphs across 45 domains — here's what happened

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2 min read
I built a browser daemon for AI coding agents because Playwright wasn't enough

I built a browser daemon for AI coding agents because Playwright wasn't enough

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5 min read
ElasticRelay: Reliably Streaming Multi‑Source Database Changes into Elasticsearch

ElasticRelay: Reliably Streaming Multi‑Source Database Changes into Elasticsearch

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7 min read
How to Build an AI WhatsApp Receptionist using Python, Flask, and Groq (Llama 3)

How to Build an AI WhatsApp Receptionist using Python, Flask, and Groq (Llama 3)

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3 min read
KIOKU v0.5.0 + v0.5.1 — unified ingest router + hot cache, shipped same day

KIOKU v0.5.0 + v0.5.1 — unified ingest router + hot cache, shipped same day

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9 min read
UYAP UDF Dosyalarını Tarayıcıda PDF'e Çeviren Açık Kaynak Araç Nasıl Çalışır

UYAP UDF Dosyalarını Tarayıcıda PDF'e Çeviren Açık Kaynak Araç Nasıl Çalışır

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3 min read
The admiral just quoted our thesis on the Senate floor

The admiral just quoted our thesis on the Senate floor

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3 min read
Building Scync: Why I made a Zero-Knowledge Secrets Manager for us, Developers.

Building Scync: Why I made a Zero-Knowledge Secrets Manager for us, Developers.

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7 min read
AI integrations: Rely or verify? Checking Semantic Kernel

AI integrations: Rely or verify? Checking Semantic Kernel

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9 min read
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