16 articles tagged #AI Coding
Many Cursor AI users struggle with inaccurate code suggestions because they're providing the wrong context. Learn the difference between Notepads and Context Files, when to use each, and how proper context management dramatically improves AI-generated code quality.
AI coding assistants have become an essential part of modern software development. Two of the most popular options—Codeium and GitHub Copilot—offer intelligent code completion, chat assistance, and multi-language support, but they differ in pricing, ecosystem integration, customization
Modern AI coding assistants are evolving from autocomplete tools into autonomous coding partners capable of editing multiple files simultaneously. Windsurf AI's Cascade and Cursor's Composer both promise project-wide code generation, but they approach multi-file workflows differently.
ChatGPT can sketch circuit breaker logic in seconds, but the code it produces often flaps — tripping and recovering so fast the pattern becomes useless. Here's how to prompt your way to production-grade breaker logic.
ChatGPT-generated idempotency key logic often looks correct but silently breaks under retries, race conditions, or partial failures — costing you real money. Here's how to prompt it properly.
ChatGPT can sketch rate limit headers in seconds, but it routinely leaves out retry logic, resets timestamps, and client-side parsing — gaps that only show up when clients start hammering your API in production. Here's how to close them.
ChatGPT-generated queue consumer code looks clean until a malformed message traps your worker in an infinite retry loop and silently starves everything else. Here's how to prompt for the dead-letter, visibility-timeout, and backoff logic that actually makes consumers production-safe.
Microsoft Build 2025 dropped a dense stack of announcements. Here's the practical breakdown: which new tools, APIs, and platform changes actually affect your workflow today and where to start first.
ChatGPT can draft secrets rotation scripts in minutes, but the default output often creates dangerous downtime gaps where old credentials expire before services pick up the new ones. Here's how to prompt your way to safe, zero-downtime rotation logic.
If you're repeatedly telling GitHub Copilot about your coding style, project architecture, or preferred frameworks, you're wasting time. Custom Instructions allow you to provide persistent context so Copilot can generate more consistent, relevant code suggestions. Learn how to configure and use them
ChatGPT can scaffold RBAC middleware fast, but generic prompts produce generic code — and in access control, generic means gaps. Here's how to prompt your way to a production-ready implementation that won't leak permissions.
ChatGPT-generated seed scripts look clean until they hit your database and explode with foreign key errors, duplicate PKs, or null constraint failures. Here's how to prompt your way to seed data that actually inserts.