DevOps AI

TL;DR OpenCode is an open-source AI coding assistant focused on transparency and customization, while Claude Code (Anthropic’s development tool) emphasizes safety, context understanding, and enterprise-grade reliability. Your choice depends on control requirements, budget, and workflow preferences. Choose OpenCode if you: Need full control over model selection (swap between GPT-4, Claude, or local LLMs) Want to self-host for data sovereignty or air-gapped environments Require custom prompt engineering for domain-specific tasks Have budget constraints (use your own API keys, no per-seat licensing) Work with specialized toolchains like Terraform, Ansible, or Kubernetes manifests Choose Claude Code if you: ...

TL;DR GitHub Copilot Workspace is Microsoft’s browser-based AI development environment that handles the entire coding workflow—from issue analysis to pull request creation—without requiring local setup. Unlike traditional Copilot that assists within your IDE, Workspace operates as a standalone platform where AI plans, implements, and tests changes across your entire repository. ...

TL;DR AI code review tools can catch bugs, security issues, and style violations before human reviewers even look at your PR. Here’s how to integrate them effectively into your workflow. The fastest path: Enable GitHub Copilot’s PR review feature in your repository settings, or add Continue.dev with Claude 3.5 Sonnet to your CI pipeline. Both provide inline comments on your PRs within minutes of setup. ...

TL;DR - 3-4 sentence executive summary covering key differences, pricing, and which tool wins for specific use cases Claude Code and Cursor represent two distinct approaches to AI-assisted development: Claude Code operates as a standalone CLI agent that autonomously executes multi-step coding tasks, while Cursor functions as an AI-enhanced IDE with inline suggestions and chat-based assistance. Claude Code costs $20/month (Claude Pro subscription) and excels at complex refactoring, automated testing workflows, and infrastructure-as-code generation, whereas Cursor offers a free tier with limited completions and $20/month Pro plan optimized for real-time code completion and interactive debugging sessions. ...