Thinking About Low-Cost Operations — Start Free and Scale as Needed

Introduction

"I want to use AI coding tools, but I'm worried about costs"—many people feel this way. Actually, for small projects, you can start at surprisingly low costs.

This article organizes how much the Claude Code × GitHub × Vercel combination costs.

What's Free

First, let's see how far you can go with free tiers only.

GitHub and Vercel offer basic features on free plans. However, Vercel's free plan (Hobby) is intended for personal non-commercial use, so be careful when running commercial sites.

Small Project Estimates

Estimates for individuals or small businesses who want to "just get started":

Claude Code uses a pay-as-you-go billing model through API. Using it modestly often stays around $20/month.

Total Estimates

• Minimum configuration (mostly free): Around $20/month
• Small commercial use: Around $40-60/month

Medium-Scale Project Estimates

For more serious usage, consider configurations like:

Total Estimates

• Medium configuration: Around $140-160/month

With this budget, you can manage multiple sites and pages. Compared to outsourcing site development, the cost-performance is quite good.

Tips for Keeping Costs Down

1. Be Aware of Free Tiers

Understanding each service's free tier helps avoid unnecessary expenses.

• Vercel: Limits on build time and bandwidth
• GitHub: Limits on Actions execution time (Free: 2,000 min/month)
• Claude API: Billed per token

2. Scale Up Gradually as Needed

No need to subscribe to paid plans from the start. Start with free tiers and consider paid when you hit limits—that's the recommended approach.

3. Strategic Tool Usage

• Simple questions → Handle with ChatGPT (free plan)
• Code generation → Use Claude Code (API billing)
• Detailed editing → Efficient with Cursor (fixed monthly)

Using tools strategically by purpose helps reduce Claude Code usage.

Vercel Additional Services and Costs

Vercel has additional services available, each with associated costs.

Speed Insight is paid but helpful for site improvement. Consider adding as needed.

Comparison with Outsourcing

To understand cost perspective, let's compare with outsourcing.

There are cases where outsourcing is easier, but being able to handle small modifications immediately yourself is a major benefit.

What Scale Can This Handle?

Here are guidelines for what scale this configuration can support.

Easily Handled Scale

• Corporate sites (5-20 pages)
• Landing pages
• Blog sites
• Small-scale web applications
• Internal tools

Scale Requiring Professional Consultation

• Large-scale EC sites
• High-traffic web services
• Cases requiring complex system integration
• Cases with strict security requirements

Thinking About Cost-Effectiveness

Consider not just costs, but cost-effectiveness.

Value of Time

Being able to make corrections yourself eliminates "request to outsourcer → wait for quote → wait for correction" time. Converting this time to money often recovers tool costs easily.

Learning Effect

While using AI coding, you gradually deepen technical understanding. This becomes a future asset.

Flexibility

The flexibility to immediately try ideas that come up has significant business value.

Summary

• Small scale: around $20-60/month to start
• Medium scale: around $140-160/month for multi-site management
• Leverage free tiers for gradual expansion
• Compare with outsourcing for cost-performance evaluation
• Consider value of time and flexibility too

Starting at low cost is a major appeal of AI coding. Try with free tiers first, then expand as needed—that's the recommended approach.