Software Development
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The Outbox Pattern and Change Data Capture: Solving the Dual-Write Problem with Debezium
Saving an order and announcing it to the rest of your system sounds like one job. In reality, it is…
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The Economics of Flaky Tests: What They Really Cost a Team
A flaky test rarely breaks production. Instead, it quietly taxes every pull request your team opens. The Hidden Tax Every…
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What is an Agent Harness? Understanding the Architecture Behind AI Agents
Agentic AI systems are moving beyond simple question-and-answer applications. AI agents can reason about tasks, use external tools, inspect files,…
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Bloom Filters Explained: Understanding the Probabilistic Data Structure
Software applications often need to determine whether a particular piece of data exists before performing another operation. A database may…
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LSM Trees vs B-Trees: Write Amplification, With a Real Measurement
Every storage engine talk eventually reaches the same slide. B-trees are for reads, LSM trees are for writes, pick accordingly.…
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Datalog’s Resurgence Inside Modern Tooling: Where It Really Lives and Where It Only Rhymes
How a restricted logic language became the engine behind static analysis, and why your incremental build system is only a…
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Protocol Buffers, Schema Evolution, and the Quiet Discipline IDLs Impose on Distributed Teams
Comparing how protobuf, Avro, and Cap’n Proto solve the same backward-compatibility problem Nobody deploys a distributed system all at once.…
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SIMD and Data-Oriented Design Outside Game Engines
For decades, application developers lived comfortably with a simple mental model of hardware. You write clean object-oriented code, and the…
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Little’s Law: Why Adding Threads to a Saturated System Makes Latency Worse
Picture the incident. Latency is climbing, the dashboards are orange, and someone on the call says the obvious thing: “We’re…
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