Paperclip — Local-First Setup That Turns Your Agents into a “Company”
A draft post about using a local-first Paperclip setup to coordinate AI agents like a small company while keeping spend visible and under control.
I'm a DevOps Engineer, Software Developer, and Cybersecurity Professional with over two decades of experience across retail, finance, ad-tech, and AI. I've led cloud migrations, designed CI/CD pipelines, and architected infrastructure-as-code for enterprise environments.
Right now I'm focused on applying AI and machine learning to real problems — not demos, but tools that reach users and hold up in production.
Full background →A mix of shipped tools, work-in-progress experiments, and technical systems.
Machine learning platform that helps students and early-career professionals make informed decisions based on their education, interests, and aptitude.
View project →Privacy-first CV distribution system. Requesters verify identity via OTP email — access is rate-limited, auditable, and requires zero third-party auth services.
View project →Technical writing on DevOps, AI, cybersecurity, and building software that matters.
A draft post about using a local-first Paperclip setup to coordinate AI agents like a small company while keeping spend visible and under control.
A deep dive into Google Gemini 3 Pro—its architecture, benchmark performance, enterprise use cases, and strategic implications for agentic AI.
This article explores the art and impact of article writing, including structure, strategy, and substance.
Building production AI tools and writing about the process.
Last updated: April 2026
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