SPS AI Agent Studio

🤖

Welcome

SPS Agent Studio

SPS

SPS Agent

SPS AI Agent Studio

Powered by Qwen2.5-Coder. Plans deeply, creates files, tests in VPS/Docker/Linux sandbox, fixes all errors, searches the web in real-time, auto-cleans up — fully autonomous.

Email address

SPS

SPS Agent

📁 Projects

Conversations

📐 Triple-Router · SPS

local

— / 500

Agent working…

SPS Model: Quality: VRAM: --

📐

SPS Agent Studio

🧠 SPS-Reason-8B delivers deep step-by-step reasoning · 💻 SPS-Coder-16B writes production-ready code · 🎨 FLUX.2-klein-4B generates photorealistic images on dual T4. 78 tools · 7 specialist models · both GPUs always active.

🧠 DeepSeek-R1 coding 🤖 Llama3.1 tools 🌐 Real web search 🖥 VPS SSH 🐳 Docker fallback ✅ Auto-fix errors 🔒 keep_alive=-1 VRAM 📦 ZIP delivery

● SPS · connecting… · dark · shortcuts

No file open

No file selected

🐧 Live Sandbox idle

local

╔══════════════════════════════════════════════════╗║ SPS Agent — Live Sandbox View ║║ VPS SSH → Docker → Local (auto-fallback) ║║ All packages & files auto-cleaned after job ║╚══════════════════════════════════════════════════╝──────────────────────────────────────────────────

              workspace/ — 0 B
            

                no files yet
              

                no runs yet
              

              🌐 Real web search results — multi-engine
            

                no searches yet
              

Files: 0

Runs: 0

Installs: 0

Searches: 0

Errors: 0

            read-only · live
          

📁 Files & AI Activity Log

file.py

🤖 AI Execution Log Real-time — read only

// AI activity will appear here…

Agent memory notes

No notes yet

Session Statistics

Messages

Files

Code Runs

Activity (7 days)

🔑 API Key & Server

Your API Key

⚠ Never share your API key with anyone

Daily Limit

500

Remaining

—

Status

✓ Active

Files

—

Total Runs

—

Storage

—

Account

—

Sandbox Mode

—

CONNECTION

SPS Server Checking…

Paste your Kaggle ngrok/cloudflared tunnel URL below.
Get it from your running Kaggle notebook cell.

Server Health

🌐 Real Web Search

Quick:

Enter a query and press Search to get real web results.

⚙️ Settings

Theme & Appearance

Theme

Font size

Agent Behaviour

Show thinking steps

Display plan & reasoning

Auto-open split screen

Open file pane when file created

Auto-open sandbox

Open sandbox when agent starts

Typewriter effect

Stream response word by word

Show search results inline

Display web results in chat

Confetti on complete

Sound on complete

Show response time

Custom system instructions

Memory

Context turns

Messages sent as history

Session Stats

Messages

Files

Runs

📋 Prompt Templates

Add Template

Saved Templates