Introduction
When it comes to software engineering , whether you’re deep into application development, infrastructure operations, or platform engineering , having an AI assistant that lives in your workflow can be a game-changer. The last days I experiment with Claude Code, a terminal-based AI agent from Anthropic, designed to run alongside your favorite IDEs without being tied to any of them.In this post, I’ll share my initial impressions, highlight its standout features, point out its disadvantages, and provide some practical tips to make the most of it.
Why Terminal-First Matters
Most AI code assistants today are IDE extensions; they’re great, but they often force you to context-switch. Claude Code breaks that mold:
- Always at hand: Runs directly in your terminal, so you don’t have to leave your shell.
- Universal compatibility: Works with any IDE or editor you prefer like VS Code, Vim, JetBrains, you name it.
- Workflow continuity: Whether you’re SSH’d into a server, running CI pipelines, or editing code locally, Claude Code is right there.
Powered by the Anthropic API
Claude Code uses the Anthropic API under the hood. While it’s not the cheapest ,pricing is roughly 10× that of some alternatives like Google’s Gemini or DeepSeek, Anthropic offers some nice methods that we will mention in a while, and can help you track your costs effectively
Who’s It For?
DevOps, SREs, platform engineers and software devs all get boosted productivity ,from shell hacks and CI/CD snippets to infra-as-code scaffolding and instant code help, though you’ll still need an experienced engineer to keep things on point.
Key Features & Commands
Below are some of the most useful initial commands that you can utilize :
| Command | Purpose |
|---|---|
/init | Scans your current directory, reads project context, and generates a Markdown summary (.md) for reference. |
/cost | Displays the total spend (in USD) for the ongoing session. |
# {request that you want to remember} | You can pass parameters for your preferences—for example, “Every time I ask you to open a document, open it in VS Code.” You can then save this preference in the project and commit it to the repo so the whole team can use it. |
Pricing & Billing Transparency
One concern with Claude Code is cost. It uses a token-based payment system, but if you apply the next two principles, you’ll always stay on top of your bill:
- Prepaid model: Add any amount you’re comfortable with (e.g., $5, $10) and top up as needed.
- Real-time insights:
/costin-terminal or check the Billing Dashboard to avoid surprises.
Despite the premium pricing, the accuracy, context-awareness, and terminal integration make it an exceptional tool for mission-critical workflows.
Final Thoughts
Claude Code currently represents the best AI agent for software engineering, particularly if your daily workflow revolves around the terminal.
Its seamless integration, powerful context handling, and pay-as-you-go flexibility set it apart.
While AI evolves rapidly and alternatives may emerge, for now, Claude Code is my go-to tool for DevOps, SRE, and platform tasks.