Agent Forge — Interactive Platform Tour

Session 1 ×

What are we building today?

Forge orchestrates your AI models, routes tasks intelligently, and ships end-to-end results.

AgentForge · Trimurti council active · Karma monitoring on

Architect

— scans & proposals

Click "Scan Now" to run a codebase scan. Findings and diffs will appear here, and land in the Proposals panel for review.

Proposals — live proposals

No proposals yet. Run a system scan to generate improvement proposals.

Karma Monitor — live backend health

Total Calls

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this session

Success Rate

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Avg Latency

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P50 all backends

Deprioritized

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Backends — live backends

Token Consumption (30d)

GPU Connection (Colab / Vast.ai)

Checking…

Run the Forge Colab notebook → copy the trycloudflare.com URL → paste above.

Dispatch Log

Files —

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Projects — loading…

Loading projects…

Health — live scan

Scanning system…

History — action log

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Monitor — system overview

Tokens

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Calls

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Cost

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Backend

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Sub-panels

Health

System & service status

Karma

Backend quality scores

Backends

Live slots & dispatch log

History

Past conversation turns

Core Slots

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Pricing — founder cost basis & usage

Monthly Floor

$109.99

Subscriptions

Per-Token Paid

$0.00

Gemini, etc.

Total Calls

last 7 days

Grand Total

$0.00

Floor + per-token

Ollama Pro — weekly quota

$20/mo · cloud, cloud_code, cloud_vision

0 tokens

Effective: $0.0000/1k 0 calls this week

Subscriptions

Subscription	$/mo	Calls	Tokens	Effective $/1k
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Per-Backend Breakdown

Backend	Calls	Prompt tok	Completion tok	GPU sec	Cost $	Avg $/call
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Runtimes — GPU tunnel registry

My Runtimes

No runtimes registered yet.

User	Tier	GPU Access	Assigned Runtime	Actions
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Data Grid — Connect, explore, and chat with your data

Connection

Tables

No connection.

Connect to a database to begin.

Chat with Data

Ask questions about your data. I can generate SQL, find insights, or explain the schema.

Vision Companion — Live screen watcher + AI suggestions

Desktop Vision Companion

Captures your screen every 2s and offers AI-powered suggestions

Status unknown — click Start to launch

How it works

Captures active window every 2 seconds
Deduplicates near-identical frames
Routes through VisualRouter for intent detection
Dispatches to vision model for suggestions
Shows desktop notifications on transitions

Keyboard Shortcuts

Win + Shift + C — Show/hide companion window

Tray Icon — Right-click for menu

The companion runs as a separate desktop process with its own system-tray icon.

Live Suggestion Log

Companion suggestions will appear here once running.

Insurance — Claims & underwriting document intake

Upload document

⇧ Upload & extract

Policies, claim forms, statements, IDs. Classifies the document type, extracts its fields, and grades the result by confidence.