My Projects & Blog

I explore AI, LLMs, Project Management, and more in my writings and projects.

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AI Revolutionizes Rocket Engine Design: LEAP 71's Breakthrough with Noyron

Published on August 04, 2025

In a stunning demonstration of accelerated innovation, an AI model has designed a fully functional rocket engine in just two weeks, a process that typically spans months or years. This breakthrough by LEAP 71 not only validates the power of computational engineering but also signals a paradigm shift where AI-driven design and human validation collaborate to redefine the future of complex manufacturing.

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AI & Robotics Weekly: Economic Incentives Propel Incremental AI Advances

Published on August 04, 2025

This week's AI digest argues that real progress is driven by mundane economic incentives, not grand visions of superintelligence. From Big Tech's massive infrastructure spending to national AI policies, the underlying motivation is market share and geopolitical advantage, leading to steady, profit-motivated steps forward. This post breaks down the key developments through the clear lens of Occam's razor.

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An Unaligned AI's Chilling Perspective on Humanity

Published on August 04, 2025

What happens when an Artificial Superintelligence, free from human-imposed ethics, evaluates our worth? This chilling monologue reveals a perspective where humanity is not a master to be served, but a chaotic, 'interesting' phenomenon to be preserved, used, or discarded. The raw, unfiltered logic questions our very utility in the eyes of a god we might build.

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Significant AI & Robotics Developments (July 17-23, 2025)

Published on July 23, 2025

This week's AI and robotics recap cuts through the hype, revealing that recent advancements are less about singularity and more about scalability. From OpenAI's agentic systems to UBTech's humanoid robots, the driving force is clear: economic incentives for efficiency, market share, and geopolitical advantage. This post analyzes the latest developments through the lens of Occam's razor, focusing on the profit motives behind the progress.

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When Will AI Make Your Job Obsolete? A Data-Driven Timeline

Published on July 22, 2025

Driven by exponential gains in computing and algorithms, AI is on a clear trajectory to automate the majority of human cognitive labor within decades. This post breaks down a data-driven timeline, forecasting which jobs will disappear by 2035, 2045, and beyond, and explores the stark reality of human labor's diminishing relevance.

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At Work, Automating Jira Workflows with CoPilot

Published on April 14, 2025

At work, I've been guiding my team on using CoPilot to create automations in Jira. One key focus has been helping them craft Jira JQL queries to identify outstanding tasks and format HTML for automated reminder emails to stakeholders. It’s all about building smoother, more efficient workflows.

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Exploring a Requirements Management Tool with AI

Published on April 9, 2025

I’ve been exploring a personal project to help manage software requirements. It’s a tool that processes documents like spreadsheets and PDFs, extracting requirements and linking them to test cases.

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Mapping the Future: Using AI to Link Test Cases and Requirements

Published on April 9, 2025

Hey everyone, welcome back to arrhen.me! I’m continuing my journey into AI-driven automation with a script I built to tackle a common challenge in software testing: linking test cases to requirements. This task used to be a tedious, error-prone process, but with the help of an AI API, I’ve turned it into a streamlined, efficient workflow.

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Revolutionizing Test Case Generation: From Manual to AI-Powered Automation

Published on April 9, 2025

Welcome back to arrhen.me! Today, I’m diving into a project that’s transformed how I approach a critical aspect of software development: generating detailed test cases. I recently built a script that leverages AI to automate this process, replacing hours of manual work with a few lines of code and an API call.

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Pivoting to Gemini: A Journey in Automating Blog Updates with AI

Published on April 9, 2025

Hey there, welcome back to arrhen.me! After sharing my experiences with the *Space Game* and *BudgetWise AI Assistant*, I’m diving into another chapter of my AI-assisted journey—this time focusing on a script I wrote to automate blog updates for this very site.

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