Infrastructure, unfiltered
Essays on infrastructure, AI, and developer experience from the team building ContextOS.
Latest
- Perspective
AI Won't Fix Your Infrastructure (It'll Just Break It Faster)
When AI compresses the cost of creation to near zero, it doesn't just change how fast things get built — it changes what gets built, how much, and whether any of it is worth anything.
- Company
Your AI Stack Has No Security Boundary (And That Should Terrify You)
Why ContextOS is building a unified platform instead of chasing the latest model serving framework — and why that answer should concern everyone building AI applications today.
- Perspective
Three Strategic Missteps That Cost Infrastructure Companies YEARS
Three early-stage decisions infrastructure startups make that look smart in the moment but compound into years of lost opportunity by year three.
- Thomas Hatch
AI Won't Fix Your Infrastructure (It'll Just Break It Faster)
When AI compresses the cost of creation to near zero, it doesn't just change how fast things get built — it changes what gets built, how much, and whether any of it is worth anything.
- Alex Peay
Your AI Stack Has No Security Boundary (And That Should Terrify You)
Why ContextOS is building a unified platform instead of chasing the latest model serving framework — and why that answer should concern everyone building AI applications today.
- Alex Peay
Three Strategic Missteps That Cost Infrastructure Companies YEARS
Three early-stage decisions infrastructure startups make that look smart in the moment but compound into years of lost opportunity by year three.
- Alex Peay
Stop Building Spikes: Why the Sharpest Product Isn't Always the Strongest Company
Too many founders hear the advice to build a wedge but end up building a spike instead — a sharp product with no platform behind it to drive expansion.
- Alex Peay
The Developer Productivity Crisis: Why Your Engineers Are Drowning in Infrastructure
Developers spend only 16% of their working time actually writing code, with the remaining 84% consumed by operational tasks like CI/CD pipelines, infrastructure management, and security compliance.
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Under the Hood: How ContextOS Automates Database Provisioning
Spinning up a database seems straightforward, but provisioning one for production typically demands far more expertise and time than engineers expect.
- Thomas Hatch
Developers should be Drivers, Not Mechanics: Infrastructure That Finally Gets Out of Your Way
Infrastructure should work like driving a great car: developers should be able to just ship code while the complexity stays hidden in the platform.
- Thomas Hatch
The DSM and Software Drivers: Deployment Done Right
Current infrastructure deployment approaches suffer from significant complexity, and the ContextOS Distributed State Machine and Software Drivers fix that with consistent, idempotent, autohealing deployment.
- Thomas Hatch
The VFS: Where Distributed State Actually Works
The ContextOS Virtual File System is an active source and declaration of truth that changes how distributed systems manage state by splitting active and desired state and embracing eventual consistency.
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The CTX/ICC Construct: Making Distributed Computing Actually Work
Every developer understands how to use multiple CPU cores on a single computer through threads and processes, and ContextOS extends that same model across multiple physical machines.
- Thomas Hatch
We've Been Solving the Wrong Problem: Why ContextOS Exists
After 20 years building datacenter infrastructures for everyone from startups to the Fortune 500, the realization is that 98% of infrastructures have nearly identical goals.
- Alex Peay
Built for Developers, Ready for Enterprises
At SaltStack we built one of the most widely-used open source DevOps tools in the world, but struggled to help customers understand how easy it was to get started.
- Alex Peay
Cloud Pricing: How your vendor is weaponizing pricing
Major cloud vendors like AWS, Azure, and Broadcom have turned pricing complexity into a strategic weapon that drains organizations through confusion, lock-in, and opacity.
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The Infrastructure Industry's Dirty Secret
In the enterprise software world, complexity isn't a bug — it's the business model, because vendors make more money when infrastructure is complicated.
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The DevOps Paradox: How Automation Created More Work
The promise was that automation would set us free, yet infrastructure teams today have more tools and more automation than ever and are somehow working harder than they ever did.
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The future of Infrastructure
Infrastructure solutions must address the distinct needs of three overlooked personas — executives, IT administrators, and developers — to deliver a system that is automated, easy, secure, and cheaper.
- ContextOS Team
Between a Rock and Hard Place
Companies moving workloads back on-premise are caught between a cloud-created IT skill gap and antiquated, lock-in-focused infrastructure tools, creating an opening for disruption.
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Are you trapped in a storm?
Despite two decades of cloud hype, not every workload belongs in the cloud, and many companies are now moving workloads back on-premise to escape rising costs and vendor lock-in.