Agentic systems are not magic. At their core, they are software loops that observe a situation, decide what to do next, and act—often with feedback and memory. When you combine …
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Education
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Education
Black Box Techniques: Building Strong Tests from Requirements with Equivalence Partitioning and Boundary Value Analysis
by Ameliaby AmeliaWhy Black Box Testing Still Matters In real projects, testers often start with one simple constraint: you must validate behaviour based on requirements, not on how the code is written. …
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Education
The Vuex State Management Pattern: Centralising State in Vue.js Applications
by Ameliaby AmeliaImagine running a busy restaurant kitchen. Orders are flying in, chefs are preparing dishes, and waiters are rushing between tables. If every chef managed their own order slips, chaos would …
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Education
Time Series: The Kalman Smoother Algorithm for More Accurate State Estimation
by Ameliaby AmeliaIntroduction: Why Filtering Alone Is Sometimes Not Enough Many time series problems involve estimating an underlying signal that cannot be observed directly. You might have noisy sensor readings from an …
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The role of the data scientist has evolved rapidly over the past decade, moving from basic data analysis to advanced machine learning and strategic decision-making. As we approach 2026, another …