THU, SEPTEMBER 10, 2026
Independent · In‑Depth · Practitioner‑Tested
Career & Productivity

Surfil

by Surfil  ·  Paid

An on-device control plane that reduces AI coding costs, blocks risky actions, and preserves memory across coding agents.

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About Surfil

Surfil is an on-device control plane for AI coding agents. It reduces token usage, blocks risky actions before execution, and preserves reusable memory across Claude Code, Cursor, Codex, Copilot, and more. Source code stays on your machine, while signed outputs can be verified offline.

✅ Key Features

  • Reduces repeated context and unnecessary token usage
  • Blocks secrets, prompt injection, and risky actions before execution
  • Preserves reusable memory across AI coding agents
  • Works with Claude Code, Cursor, Codex, and Copilot
  • Keeps source code on the developer’s machine
  • Provides signed outputs that can be verified offline
  • Combines cost control, security, memory, and observability in one local layer

🧩 Specs

Platforms
WebAPIDesktop
Integrations
Claude CodeCursorOpenAI CodexGitHub CopilotMCP
Languages
English

🎯 Best For & Tags

Best For
DevelopersMarketersDesignersResearchersContent CreatorsBusinesses
Tags
AI Coding AgentsDeveloper ToolsAI SecurityAgent MemoryToken OptimizationOn-Device AILocal-FirstMCPDevSecOpsPrompt Injection DefenseObservabilityClaude CodeCursorCodexCopilot

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