AI Zero-Knowledge Iteration: Constrain First, Automate Second
A constraint-first workflow for turning architectural judgment into bounded, repeatable agent autonomy.
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Testing and Validating Library Updates in .NET Framework Products
Best-practice guidance for verifying DLL updates, NuGet package upgrades, and delivery mechanism changes in .NET Framework–based applications, with a focus on runtime loading, GAC behavior, and dependency risk mitigation
Constraint-Based Exam Scheduling with Mathematical Optimization
How to transform complex exam scheduling into a solvable optimization problem using linear programming
Designing an Entity Matching and Data Standardization System
Architecture patterns for building systems that reconcile messy real-world names with canonical records
Leveraging Large Language Models for Interview and Assessment Workflows
Practical insights on using LLMs for document analysis and structured data extraction in assessment contexts