Blog
Welcome to my blog! Here you'll find a collection of my thoughts and experiences. I hope you enjoy reading them as much as I enjoy writing them.
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Building the Astro Blog TUI Editor: A Developer's Journey
Discover how I built a Vim-inspired terminal editor for managing Astro blog posts using Go and the Charmbracelet ecosystem.
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Securing the Autonomous AI Agent Era: Why Containerization Should Be Your Default
If you're starting with AI agents, use containerization. It makes agents safer, reliable, and easier to deploy.
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Are AI Models Collapsing Reality One Token at a Time?
Is an AI model merely a statistical engine, or does it possess internal world models? The "Stochastic Parrot" vs. "Participatory Observer" debate explores this question.
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Training LLMs Cant Achieve AGI, We Need to Grow It
A proposed blueprint for Artificial General Intelligence (AGI) suggests raising AI like a child, moving from sensory foundations to symbolic reasoning.
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The Universal Approximation Theorem: The Mathematical Fact that Proves AGI is Possible, and the Economic Reality that Keeps it Locked Away
The Universal Approximation Theorem proves AGI is mathematically possible, but market economics and computational costs may be the true barriers to achieving it.
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Stop Grabbing Your Phone Every Time It Beeps: Using AI Automation with Durable Workflows
Knowledge workers are interrupted every four minutes. AI automation and durable workflows offer a solution to reclaim lost productivity.
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21 Years as a Systems Engineer: Hard-Won Lessons from the Trenches & Mentors
After spending over two decades building and maintaining large-scale systems, I've accumulated a treasure trove of lessons—often learned the hard way.
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Connecting Your Joplin Notes to Claude: Building an MCP Server in Go
A guide to building a Windows system tray app that lets AI assistants seamlessly interact with Joplin using the Model Context Protocol.
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ProxiFyre: Force Any Windows App/Process To Use A Socks5 Proxy
Tired of network applications that refuse to work with a proxy? For a long time, enabling proxy support for non-natively-supported Windows applications was complex, often requiring commercial solutions or convoluted setups.
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The AI Shift Nobody's Talking About: Why We're Not Ready for What's Coming
Current AI is predictive, but the next generation is agentic. This shift towards autonomous goals and self-improvement requires immediate attention.
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Why Teachers for AI is The Next Big Thing
The Transformer model faces an efficiency crisis. Subquadratic architectures offer a more scalable alternative for the next generation of AI.
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Philippines Companies Using AI in Hiring
Philippine companies are adopting AI recruitment tools to address high turnover and administrative burdens, though this raises concerns about algorithmic bias.
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41 Million Smart Communications Subscriber Mobile Numbers Possibly Exposed by Critical Vulnerability?
This how apps take your number without permission
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Interacting Minds
A Research Paper on Multi-Modal/MOE AI Agent Collaboration
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Joplin with plugins: The Last Note-Taking App You Will Need
Joplin's modular plugin system offers a customizable, privacy-focused alternative to monolithic note-taking apps like Notion and Evernote.
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NeuroSync: Glimpse Interactive Digital Experiences
NeuroSync enables real-time facial animation in Unreal Engine 5 using audio, paving the way for interactive avatars and AI-driven experiences.
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Is the Philippine AI Scene Stuck in Hype Mode?
The Philippines currently acts as a consumer rather than a producer in the global AI race, relying heavily on foreign models due to a lack of local R&D support.
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Beyond the Terminal: Is VTM the Revolutionary Text-Based Desktop In The Making?
The world of command-line interfaces is experiencing a renaissance. For years, the terminal remained a relatively static tool, a direct descendant of the teletype machines of the past.
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Monitoring Kamailio and Asterisk with AWS CloudWatch
Here are the steps to test Kamailio under load.
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Crystalwire 1.0 Release
When you don't care about the firewall but need the jumping graphs that track which process consumes all your bandwidth, it's like Glasswire for terminals!
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Testing Kamailio load balancer with SIPp
Here are the steps to test Kamailio under load.