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Software Development

Delta-State CRDTs: Solving the Bandwidth Problem Coordination-Free Replication Creates
CRDTs let replicas merge concurrent edits without coordination. The catch is what it costs to keep them talking to each…
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Software Development

The Halting Problem’s Quiet Relevance to Static Analysis Tools
Why your linter can never be complete, and why that is not a bug in the tool but a theorem…
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Software Development

The Byzantine Generals Problem and Why Most Systems Don’t Need Byzantine Fault Tolerance
Crash faults and Byzantine faults are not the same problem, and reaching for blockchain-grade guarantees inside a trusted internal network…
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Software Development

The CALM Theorem: When Distributed Consistency Doesn’t Need Coordination
The theory behind why some distributed computations are safely coordination-free, and how to spot which ones are. Every distributed systems…
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Software Development

Swift’s Ownership And Noncopyable Types
For nearly a decade, Swift’s relationship to memory looked settled. Classes were reference-counted automatically, structs and enums were copied freely,…
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Enterprise Java

How to Switch Between AI Models Automatically
AI applications do not always need the same language model for every request. A simple factual question may only require…
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Enterprise Java

Intelligent Document Processing with Apache Camel, Docling & LangChain4j
Enterprise applications often need to process large numbers of documents such as PDFs, invoices, manuals, reports, and policy documents. Extracting…
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