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My Comment-Reply Pipeline Has Drafted 36 Replies Since I Built It. It Has Posted Zero.

My Comment-Reply Pipeline Has Drafted 36 Replies Since I Built It. It Has Posted Zero.

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4 min read
Build a GST Invoice Generator in 87 Lines of Python

Build a GST Invoice Generator in 87 Lines of Python

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4 min read
Why I scrub AI prose with regex, not a second LLM

Why I scrub AI prose with regex, not a second LLM

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9 min read
Astrophysics & AI with Python: Mastering Solar Flare Analysis with SunPy

Astrophysics & AI with Python: Mastering Solar Flare Analysis with SunPy

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6 min read
The history of UMM

The history of UMM

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3 min read
YINI Config Format reaches RC 6 - clearer strings, stricter parsing, and growing tooling ecosystem

YINI Config Format reaches RC 6 - clearer strings, stricter parsing, and growing tooling ecosystem

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5 min read
I built a local-first personal AI gateway that connects 32 messaging platforms to 13 LLM providers — NeuralCleave

I built a local-first personal AI gateway that connects 32 messaging platforms to 13 LLM providers — NeuralCleave

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9 min read
Java Collections: The Hidden Relics Most Developers Miss (And Why They’re Game‑Changers)

Java Collections: The Hidden Relics Most Developers Miss (And Why They’re Game‑Changers)

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6 min read
The checklist item that made 90 files permanently unfinished

The checklist item that made 90 files permanently unfinished

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4 min read
The Hidden Complexity of PostgreSQL Logical Replication

The Hidden Complexity of PostgreSQL Logical Replication

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7 min read
Building a Self-Hosted Market Research Engine: Architecture, Scraping, and AI Analysis

Building a Self-Hosted Market Research Engine: Architecture, Scraping, and AI Analysis

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4 min read
How I Architected a Multi-Provider Fallback for Local RAG

How I Architected a Multi-Provider Fallback for Local RAG

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2 min read
AgentScaffold: Memory, Peer Review, and Continuous Improvement for AI Coding Agents

AgentScaffold: Memory, Peer Review, and Continuous Improvement for AI Coding Agents

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9 min read
I built a GitHub App that auto-generates adversarial tests for AI-written code — here's how it works

I built a GitHub App that auto-generates adversarial tests for AI-written code — here's how it works

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2 min read
My Commit Hook Calls an LLM on Every Commit. It Had No Timeout, So Neither Did `git commit`.

My Commit Hook Calls an LLM on Every Commit. It Had No Timeout, So Neither Did `git commit`.

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4 min read
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