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Cline + Gonka AI - AI agent in VS Code

Cline is an AI coding agent for VS Code that can autonomously edit files, run terminal commands, interact with browsers, and perform complex programming tasks. Unlike simple autocomplete, Cline acts as a full-fledged developer assistant.

The problem with Cline is token consumption. The agent sends file contexts, command results, screenshots—one task can consume 10-100M tokens. At Anthropic prices ($3-15/1M), that's $30-1500 per session. unrealistic for daily work.

JoinGonka Gateway lowers the cost by up to 600x: the same session will cost $0.05-0.50. The gateway supports both OpenAI format (OpenAI Compatible provider) and Anthropic format (/v1/messages) — Cline can be connected via either. This makes Cline a practical tool rather than an expensive demonstration.

Step 1: Install Cline and get key

Install Cline: VS Code → Extensions → "Cline" → Install.

JoinGonka API Key: if you don't have one yet - register at gate.joingonka.ai/register, get 10M free tokens, create a jg-xxx key in Dashboard.

Step 2: Configure Cline

The easiest way to get the necessary values is using the JoinGonka installer — it will output the settings to paste into the Cline panel (the extension stores configs in the UI, so the installer displays the values instead of writing a file):

npx @joingonka/setup --tool cline

Without a flag, npx @joingonka/setup will prompt you to choose a tool (Claude Code, OpenClaw, or Cline). Then, enter the displayed values into the panel manually:

Manual setup (Plan B)

In VS Code, open the Cline panel and configure the provider:

  1. Click the Cline icon in the sidebar.
  2. Go to Settings (gear icon).
  3. Select API Provider: OpenAI Compatible
  4. Fill in the fields:
    • Base URL: https://gate.joingonka.ai/v1
    • API Key: jg-your-key
    • Model ID: MiniMaxAI/MiniMax-M2.7
  5. Save settings.

Verification: in the Cline chat, write: «Create a file named hello.py with a hello world function». Cline should create the file and show a diff for your approval.

Important: Cline requests approval before each action (file editing, shell commands). You can tune this by allowing automatic execution for trusted operations.

Cost Comparison of Agent Sessions

Cline is an agentic tool. It doesn't just answer questions — it performs tasks: reads files, writes code, runs tests, and fixes bugs. Every action is an API call. Let's compare the cost of typical sessions:

TaskTokensAnthropic ClaudeJoinGonka Gonka
Simple bug fix~5M$15 — $75$0.024
New feature (2-3 files)~20M$60 — $300$0.096
Module refactoring~50M$150 — $750$0.24
Full development session (4h)~100M$300 — $1,500$0.48

With JoinGonka Gateway, Cline becomes an everyday tool. You can run it for every ticket, every bug, and every feature—without worrying about the bill. With Anthropic's prices, you have to count every run.

Model parameters: Kimi K2.6 – 200K token context window, maximum response length up to 8192 tokens (for all network models). Cline may request more, but the Gateway will limit it to 8192. For long generations, Cline automatically breaks the task into steps.

Cline + Gonka = full-fledged AI coding agent for pennies. A development session costs $0.10 instead of $300-1,500 with Anthropic. 10M free tokens are enough for dozens of tasks.
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