Articles
From Autocomplete to Agents: How AI Coding Methods Are Evolving
Adapt to AI coding tools by strengthening specification, context, tests, bounded delegation, diff review, and explanation.
term
Programming
Articles
CSV, Excel, or Code: How Should You Store Tabular Data?
Choose CSV, a spreadsheet, or code based on exchange, interactive analysis, presentation, and repeatable transformation needs.
Articles
Editor, Language, Runtime, Compiler, and Package Manager Explained
Learn the major parts of a programming toolchain, including Git when a course uses it, and identify which component owns a problem.
Articles
Open the Project Folder, Not Just the Code File
Work from the project root so source, configuration, dependencies, tests, documentation, and terminal commands stay in context.
Articles
A Beginner’s First Programming Workflow
Use an understand–plan–change–run–test–checkpoint loop that works with Git or a course's required submission method.
Articles
Automate Deterministic Work with Code
Replace repeated prompts with tested code when inputs, outputs, operations, and failures can be defined explicitly.
Articles
A Project Structure That Encourages Good Habits
Organize source, tests, documentation, scripts, and examples in a small project skeleton that makes expected work easy to find.
Articles
Test the Expected, the Boundary, and the Invalid
Design a small meaningful test set covering normal behavior, important boundaries, and invalid inputs.