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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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Full Observability in AI Agents: What We Added to the pydantic-deepagents TUI

Full Observability in AI Agents: What We Added to the pydantic-deepagents TUI

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2 min read
Agent Systems Are Failing at Trust Boundaries. We Ran 332 Tests to Prove It.

Agent Systems Are Failing at Trust Boundaries. We Ran 332 Tests to Prove It.

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6 min read
FlashAlpha Python SDK: Open-Source Tools for Options Analytics

FlashAlpha Python SDK: Open-Source Tools for Options Analytics

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7 min read
A Substack MCP Should Give You Visibility, Not Just Draft Creation

A Substack MCP Should Give You Visibility, Not Just Draft Creation

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1 min read
Why I Switched from Cloud AI to a Dedicated AI Box (And Why You Should Too)

Why I Switched from Cloud AI to a Dedicated AI Box (And Why You Should Too)

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5 min read
Why AI Code Review Misses Logic Bugs — And How Structured Execution Tracing Fixes It

Why AI Code Review Misses Logic Bugs — And How Structured Execution Tracing Fixes It

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4 min read
Complex UIs, Cross-App Workflows, Long Tasks: What GUI Agents Actually Unlock

Complex UIs, Cross-App Workflows, Long Tasks: What GUI Agents Actually Unlock

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4 min read
Local LLM Video Captioning: Private, Powerful, Open-Source

Local LLM Video Captioning: Private, Powerful, Open-Source

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6 min read
Air-Gapped AI Solutions: 7 Platforms for Disconnected Enterprise Deployment (2026)

Air-Gapped AI Solutions: 7 Platforms for Disconnected Enterprise Deployment (2026)

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10 min read
The Day the AI Said "Aho" Back

The Day the AI Said "Aho" Back

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4 min read
I built a reverse proxy to stop adblockers from eating my analytics

I built a reverse proxy to stop adblockers from eating my analytics

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4 min read
I built a bot that answers GitHub Discussions using free AI models — here's what I learned

I built a bot that answers GitHub Discussions using free AI models — here's what I learned

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5 min read
Pocket Pentester — A Native Offensive Security Toolkit That Fits in Your Pocket

Pocket Pentester — A Native Offensive Security Toolkit That Fits in Your Pocket

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5 min read
The Agentic Web Needs Evolution Infrastructure

The Agentic Web Needs Evolution Infrastructure

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4 min read
Stop Typing "test@test.com" — Fill Any Form in One Click with FillKit

Stop Typing "test@test.com" — Fill Any Form in One Click with FillKit

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5 min read
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