I didn’t come into software through the traditional path.

Automating spreadsheets and operational workflows with Python quietly escalated into building full systems. Freelancing accelerated that process because I kept running into the same problem across different businesses: operational chaos.

Fragmented workflows, disconnected context, repetitive decisions, dashboards nobody wanted to open, and processes held together by spreadsheets and human memory.

That naturally pushed me toward operational software, orchestration systems and AI-assisted infrastructure.

The more I work around AI systems, the less interested I become in demo-driven products and the more interested I become in operational depth, systems where AI becomes part of the operational layer itself instead of just another interface sitting on top of it.

Most of what I build today revolves around workflow coordination, context centralization, decision-support and software designed to quietly reduce operational friction behind the scenes.

SkytOffer started in 2023 after noticing how much operational and strategic work inside digital launches was still being handled through fragmented spreadsheets, disconnected tools and highly manual decision-making.

What originally started as a much smaller workflow idea slowly evolved into a broader operational system focused on visibility, coordination, AI-assisted analysis and centralized strategic context.

Ironically, the project itself ended up pulling me much deeper into orchestration problems, operational tooling and AI systems designed around real business workflows instead of isolated prompts or demo-driven interfaces. That system eventually became AlturionX, the same operational thinking rebuilt into a broader B2B product, which I ran until selling its code, platforms and client portfolio in 2026.

Most companies don’t suffer from lack of software. They suffer from fragmented workflows, disconnected context, repetitive decisions, dashboard sprawl, information latency and systems nobody wants to maintain.

That’s the layer I keep gravitating toward.

I occasionally write and think about operational software, workflow infrastructure, AaaS, decision-support systems, agent coordination and why most companies are still one spreadsheet away from operational collapse.

_{Python made the spreadsheets dangerous. TypeScript made it a career problem.}