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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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I Tried Using an LLM as My Robot's Memory. The Latency Alone Was 3x My Control Loop.

I Tried Using an LLM as My Robot's Memory. The Latency Alone Was 3x My Control Loop.

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4 min read
Concurrency Limits Aren’t Enough for LLM APIs

Concurrency Limits Aren’t Enough for LLM APIs

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1 min read
I built a fully local AI ecosystem — 3D reconstruction, voice assistant, video calling, messaging — all on your hardware, $0 cloud cost

I built a fully local AI ecosystem — 3D reconstruction, voice assistant, video calling, messaging — all on your hardware, $0 cloud cost

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2 min read
Pi Agent vs OpenCode after 100+ Hours of Real Use ✌️

Compares security models and API costs

Pi Agent vs OpenCode after 100+ Hours of Real Use ✌️

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15 min read
I Built an Instagram Bot Cleaner in Python Here's the Architecture

I Built an Instagram Bot Cleaner in Python Here's the Architecture

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5 min read
How to Rank Multiple Claude Code and Codex Sessions by Urgency

How to Rank Multiple Claude Code and Codex Sessions by Urgency

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3 min read
Do Not Let One Provider Refresh Make Another Provider's Cache Look Fresh

Do Not Let One Provider Refresh Make Another Provider's Cache Look Fresh

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3 min read
Domux: a compact open model for smart-home command understanding at the edge

Domux: a compact open model for smart-home command understanding at the edge

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1 min read
Your coding agent runs a shell on your machine. I audited mine.

Your coding agent runs a shell on your machine. I audited mine.

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5 min read
My Redis library said the write succeeded. Redis was down.

My Redis library said the write succeeded. Redis was down.

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7 min read
LongCat-Video-Avatar 1.5 cuts inference to 8 steps — here's

LongCat-Video-Avatar 1.5 cuts inference to 8 steps — here's

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7 min read
An Agent Harness Is Not a Security Boundary: Reading AgentSmith as a Workflow Layer

An Agent Harness Is Not a Security Boundary: Reading AgentSmith as a Workflow Layer

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2 min read
mtools does not parse MongoDB 4.4+ JSON logs. So I built mdbkit.

mtools does not parse MongoDB 4.4+ JSON logs. So I built mdbkit.

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6 min read
I kept seeing the same prompt-management code in every repo — so I made it a CLI

I kept seeing the same prompt-management code in every repo — so I made it a CLI

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1 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
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