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1658 CODING SCORE
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INTEGRATION GUIDE SETUP TIME: 2 MINUTES DROP-IN OPENAI COMPATIBLE EDGE AST PRUNING

Continue.dev + MinTok Integration

Open-source AI code assistant in VS Code and JetBrains powered by MinTok.

Works in both VS Code and full JetBrains suite (IntelliJ, PyCharm, WebStorm)
Instant tab completions via Flash model
Deep multi-file reasoning with Max model
Zero cloud telemetry: code never stored
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EDGE RUNTIME ARCHITECTURE

How Continue.dev Works with MinTok Edge

When integrating Continue.dev with MinTok, your development workflow benefits from a two-tier edge compilation architecture. Requests originating from Continue.dev route through MinTok's Cloudflare Edge proxy (`https://mintok.adstim.net/v1`).

Before payload transmission to the underlying reasoning models, the edge compiler validates incoming JSON schemas, isolates tool call histories, and applies Tree-sitter abstract syntax tree compaction to file reads. This ensures that Continue.dev maintains a lightweight context footprint even during complex, 50-turn debugging sessions across enterprise repositories.

SETUP RUNBOOK

Step-by-Step Configuration

1
Open your Continue settings in VS Code or JetBrains.
2
Edit ~/.continue/config.json.
3
Add MinTok models to the 'models' array.
4
Set tab autocomplete to use mintok-1-flash for <150ms completions.
5
Use mintok-1-max for inline edits and chat.
PAYLOAD SPECIFICATION

Configuration Payload

ENDPOINT / ENVIRONMENT CONFIG
{
  "models": [
    {
      "title": "MinTok 1 Max (1658 Elo)",
      "provider": "openai",
      "model": "mintok-1-max",
      "apiBase": "https://mintok.adstim.net/v1",
      "apiKey": "mtk_live_xxxxxxxxxxxxxxxx"
    },
    {
      "title": "MinTok 1 Flash (Autocomplete)",
      "provider": "openai",
      "model": "mintok-1-flash",
      "apiBase": "https://mintok.adstim.net/v1",
      "apiKey": "mtk_live_xxxxxxxxxxxxxxxx"
    }
  ]
}
PROJECT RULES / ~/.continue/config.json SYSTEM DIRECTIVE
# Continue Custom Slash Commands
/test: Run pytest on the currently focused file
/review: Review current git diff against main branch
/compact: Request MinTok context compaction
OPTIMAL WORKLOAD PARTITIONING

Dual-Model Strategy: Maximize Speed & Slash Unit Cost

To maximize cost efficiency and speed in Continue.dev, we recommend a dual-model configuration:
1. Fast / Agile Tier (`mintok-1-flash`): Set as your inline autocomplete, git commit message, and test-runner summarization model. Operates at <150ms latency and $0.05/M prompt tokens.
2. Frontier / Architecture Tier (`mintok-1-max`): Set as your primary agent reasoning and multi-file refactoring model. Captures 1658 Coding Arena Elo at $0.42/M prompt tokens (6.2x cheaper than Claude Sonnet 5.5).

PRODUCTION TROUBLESHOOTING

Common Edge Cases & Resolution

Resolving Context Window Truncation

Ensure your request payload does not manually duplicate previously sent file contents. MinTok automatically handles state deduplication across turns.

Custom Proxy & Corporate Firewalls

If your corporate network intercepts SSL certificates, ensure the MinTok base URL is whitelisted: `https://mintok.adstim.net/v1`. MinTok runs on Cloudflare's global anycast network with TLS 1.3.

Streaming Response Buffer Stalls

If completions appear buffered in your terminal or IDE, ensure HTTP/2 or SSE streaming is enabled in your configuration.

Verification & Connection Test

Once configured, verify connectivity with: curl -H "Authorization: Bearer mtk_live_..." https://mintok.adstim.net/v1/models

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FREQUENTLY ASKED QUESTIONS

Everything You Need to Know About Continue.dev + MinTok

How long does it take to connect MinTok to Continue.dev?

Setup typically takes under 2 minutes. You only need to set the OpenAI Base URL to `https://mintok.adstim.net/v1` and add your `mtk_live_...` API key in Continue.dev's settings.

Are there rate limits on concurrent agent loops?

Standard plans include up to 100 requests per minute with automatic burst scaling across Cloudflare Edge PoPs.

Can I use MinTok with private corporate repositories?

Yes. MinTok enforces zero code retention. Code is processed inside secure V8 WebAssembly sandboxes and never written to disk or used for training.

What credit balance do I need to get started?

Every new account receives $10 in free testing credits, which is sufficient for over 10,000 tasks on MinTok-1-Pro.