All Articles
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Open-Source AI: Unlocking the Power of Collaboration and Innovation
Open-source foundation models jumped from a third to two-thirds of releases in two years, per Stanford's AI Index. Why that's democratizing AI development and improving transparency — and the governance and sustainability questions it raises.
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The Big Cloud Migration Misstep
Lift-and-shift feels like the safe first move into the cloud, but moving an application unchanged means paying for static resources instead of the cloud's real advantage: dynamic scaling. Why that shortcut can be the most expensive mistake in a migration.
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Is AI Code Automation Contributing to Code Complexity?
GitHub says Copilot makes developers 55% faster, but a 153-million-line GitClear study finds a less flattering trend underneath: rising code churn and a surge in copy/pasted, non-DRY code since AI code generation went mainstream.
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You can’t afford not to be in the cloud
A CEO who compares cloud server pricing directly to on-prem server pricing is only looking at half the ledger. The real financial case for the cloud is dynamic resource allocation and a shift from capital expense to cost of goods sold.
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Why increasing complexity actually can decrease complexity
Splitting a monolith into microservices makes the system as a whole look more complex — but it shrinks the complexity any one developer has to hold in their head, if you get service sizing and team ownership right.
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Planned Outages are Still Outages
Customers don't care whether an outage was planned. Why routine maintenance windows quietly cap your real availability far below the 99.9%+ your team thinks it's hitting, and why the fix is zero-downtime deployment, not a bigger excuse.
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Don’t stop your migration!
Application migrations rarely deliver benefits in a straight line — there's a painful low point where effort has gone up but nothing feels better yet. A real story of a company that quit at the bottom of that valley, and why sticking it out pays off.
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Why you should use a microservice architecture
How a growing monolith turns into unmanageable "muck" — slow releases, tangled ownership, cascading bugs — and how splitting it into microservices with a STOSA-style single-owner model lets development teams and the business scale together.
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