Diff Forge AI
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Agentic Development Environment

Manage Multiple Agents,Design Cross-Device Loops,Inside the AI Coding Forge.

Run Codex, Claude Code, and OpenCode side by side on real local projects. Diff Forge coordinates terminals, file leases, voice dictation, screenshots, Loop Spaces, and remote visibility.

  • Ship parallel workCodex, Claude Code, and OpenCode in local terminals
  • Automate repeat loopsSchedules, scripts, and agent handoffs
  • Talk through fixesLocal Whisper or cloud voice input
  • Drop exact contextSnip, annotate, and drag evidence into agents
Start buildingWatch Video
Steer from anywhereWeb messages, device sync, and cloud state
Bring your own agent accounts. Diff Forge keeps every terminal and loop moving.
Highlights

The complete environment for agentic coding.

A native command center where agent terminals, Loop Spaces, voice context, and cloud sync stay tied to your real desktop runtime.

Multi-Terminal WorkspacesBlueprint Loop Spaces
switching to loop spacesswitching to terminals
Multi-terminal
Loop Spaces
Codex
Claude Code
OCOpenCode

Run real agent terminals side by side, then switch into blueprint Loop Spaces for scheduled graph workflows.

Vibe Coding Toolkit
Area snips
Dictation
Local Whisper
Diff Forge Cloud
Voice agent

Capture screen context, dictate locally or through the cloud, and hand work to the voice orchestrator.

Cloud Connected
Device sync
Tokenomics
Docs + assets
Web commands

Sync devices, documents, assets, messages, and credits while the actual coding stays on your machines.

How it works

From setup to live agents. One operating loop.

Install Diff Forge AI, connect your tools, run agents and Loop Spaces, then steer the whole system from anywhere while usage stays visible.

Start
Your Diff Forge accountauth, download, launch desktop
sign indownloadlaunch
Diff Forge AIsigned in
desktop packageready
Desktop runtimeconnected to cloud state
macOSnative app
Windowsinstaller ready
1.Sign Up/Sign In & Download Diff Forge AICreate your account, download the desktop app, and connect the native runtime.
Start
Your Diff Forge accountauth, download, launch desktop
sign indownloadlaunch
Diff Forge AIsigned in
desktop packageready
Desktop runtimeconnected to cloud state
macOSnative app
Windowsinstaller ready
2.Add your Skills, Install your CLIsBring Codex, Claude Code, OpenCode, skills, MCPs, local voice, and storage online.
Setup
Bring your agent stackskills, CLIs, MCPs, and local tools
scaninstallready
agent CLIs3 ready
Codexcli detected
Claude Codecli detected
OC
OpenCodeworker ready
DFtool hub
agent actionMCP live
AI Agentediting via terminal orchestrator
roadmap.mdsaving
Added launch checklist
orchestrator edit docs/roadmap.md
insertlaunch checklist
rewriterelease note
saveroadmap.md
Skill promptDocs MCPCLI bridge
3.Create a Workspace, Manage AgentsOpen a repo workspace, attach agents, assign leases, and keep todos moving safely.
Workspace
Manage one local repoagents, leases, todos, and state
createleasemanage
product-app~/repos/product-app
3 agents2 todosclean
Codexeditingsrc/auth/**
Claudereviewingdb/migrate
OC
OpenCodeparkedui/session
coordination kernel
leasesrc/auth/**
checkmigration risk
wakenext agent
4.Start a Loopspace, Cross-DevicesRun scheduled loop beats across native machines, web commands, and remote devices.
Loopspace
Blueprint device loopremote send receive through one graph
receiverunreply
Websends start
MacBookreceives run
Build VMreturns receipt
LSCentral Loop Spaceblueprint graph
Cronschedule
Scriptrun task
Agenthandoff
runtimeexecuting cross-device loop
startrunack
web -> loopstart blueprint
loop -> Macrun script
VM -> loopreceipt synced
5.Use Out of the Box Vibe Coding ToolsUse audio dictation, the snipping tool, annotations, and context drops in one flow.
Toolkit
Vibe tools out of the boxvoice, snips, annotations, prompt context
speaksnipattach
fix this flaky testdictation becomes intent
area snip
prompt envelopeready
audio dictationlocal or cloud
area snipcapture exact context
annotatemark the evidence
6.Steer it from Any DevicePresence, workspaces, terminals, and todo routing from the web.
Remote
Cloud Command Latticeweb commands reach native terminals
routingackdone
Syed's MacBooklocal terminal live
Claude Code ack
DFCloud
Web dashboardmessage from browser
todorerun session suite
run scriptreceipt
Studio PCnative live
Build VMnative idle
7.Watch tokens and credits liveReserve and consume events stream by device, workspace, and agent.
Tokenomics
Credit Observatoryreserve, consume, release in real time
reserveconsumerelease
Diff Forge AI Credits
3,840live balance
Usage rate1.8k/min
CodexVoiceClaude
reservevoice session-120
consumetranscript stream-84
releaseunused hold+36
reconciled by device, workspace, and agent
Features

Hire the forge for the whole loop.

Build with parallel agents, command them by voice and screenshot, and observe every token and credit they spend.

Parallel Agents, Locally Coordinated

Run Codex, Claude Code, and OpenCode side by side. The local kernel leases files, validates patches, parks conflicts, and wakes the next agent when dependencies clear.

Loop Spaces That Keep Work Moving

Schedule graph workflows that run scripts, send agent handoffs, and keep the next step moving even when a terminal is parked or waiting.

Voice Control and Dictation

Dictate into any app with local Whisper or cloud transcription, then hand larger commands to the realtime voice agent.

Snip, Annotate, Drop Context

Capture screen context with hotkey snips, mark it up, copy it, or drag previews straight into agent terminals.

Cloud Sync, Devices, and Credits

See device presence, sync docs and assets, route messages from the web dashboard, and watch live credit events.

Works with your tools

The agents, speech engines, and storage you already use — wired straight into the forge.

OpenAIClaudeAnthropicMCPDeepgramGitOpenAIClaudeAnthropicMCPDeepgramGit
Amazon S3Cloudflare R2Backblaze B2DeepgramClaudeOpenAIAmazon S3Cloudflare R2Backblaze B2DeepgramClaudeOpenAI
Advantages

What a native, local-first ADE buys you.

Over a browser tab full of chat windows: real execution, real coordination, and numbers you can trust.

Code stays on your machineMulti-agent terminalsFile leasesPatch validationAuto-wake parked agentsMCPs in every agentDeterministic model defaultsDevice-authoritative numbersBlueprint Loop SpacesScheduled scriptsAgent handoffsRuntime route eventsCode stays on your machineMulti-agent terminalsFile leasesPatch validationAuto-wake parked agentsMCPs in every agentDeterministic model defaultsDevice-authoritative numbersBlueprint Loop SpacesScheduled scriptsAgent handoffsRuntime route events
Web command laneRealtime device presenceDocs + assets syncResilient sync outboxArea snipsAnnotation editorDrag previews into promptsLocal Whisper dictationRealtime voice agentLive tokenomicsDiff Forge AI creditsYour S3 · R2 · B2 bucketsWeb command laneRealtime device presenceDocs + assets syncResilient sync outboxArea snipsAnnotation editorDrag previews into promptsLocal Whisper dictationRealtime voice agentLive tokenomicsDiff Forge AI creditsYour S3 · R2 · B2 buckets
Integrations

Bring your own tools. Forge them together.

Install your own agent CLIs, mount MCP servers, and import Skills from the tools you already love. Diff Forge AI connects them to agents, voice, snips, storage, and cloud state.

Install CLIsMount MCPsImport SkillsConnect storage
Agent CLIsMCPs + SkillsVoice + ContextStorage + Source
Diff Forge AI
Claude Codeagent CLI
Codex CLIagent CLI
OCOpenCodeagent CLI
CLIYour CLIcustom binary
MCP serversworkspace tools
Imported Skillsfavorite workflows
Deepgramcloud speech
Local Whisperon-device speech
Gitsource control
Amazon S3storage
Cloudflare R2storage
Backblaze B2storage
Pricing

Pricing that burns hotter as you scale.

Four heat levels for the same forge: red Free, gold Plus, platinum Pro, and blue-violet Ultra.

FreeRed flame
PlusGold flame
ProPlatinum flame
UltraUltra flame
Free red flame forgeRed flame

Free

Create an account and follow the early builder path.

$0
  • Diff Forge AI accountWeb access and identity
  • Community accessDiscord and early builder updates
  • Basic supportAccount and checkout help
  • Web billing profileUpgrade when ready
Plus gold flame forgeGold flame

Plus

Unlock the native app license, personal devices, storage, and included credits.

$60/mo
  • Native desktop appMac, Windows, and Linux
  • Up to 4 devicesPersonal multi-device sync
  • 10 GB workspace storage3 GB SQLite + 7 GB assets
  • 10,000 credits includedMonthly Diff Forge AI allowance
  • BYOC installsRun on your own devices or cloud VMs, coming soon
  • Automatic updatesCurrent desktop builds
  • Priority supportFaster plan and setup help
Pro platinum flame forgePlatinum flame

Pro

Add more devices, a larger credit allowance, and dedicated team features.

$400/mo
  • Native desktop appMac, Windows, and Linux
  • Up to 15 devicesLarger workstation mix
  • 50 GB workspace storage15 GB SQLite + 35 GB assets
  • 30,000 credits includedHigher monthly AI allowance
  • 1 Dedicated TeamUp to 10 members and 50 active team devices, coming soon
  • BYOC installsRun on your own devices or cloud VMs, coming soon
  • Automatic updatesCurrent desktop builds
  • Priority supportFaster plan and setup help
  • Heavier cloud workMore room for AI and voice usage
Ultra ultra flame forgeUltra flame

Ultra

Largest personal device, storage, credit, and dedicated team package.

$2,000/mo
  • Native desktop appMac, Windows, and Linux
  • Up to 50 devicesLarge personal or lab setup
  • 250 GB workspace storage50 GB SQLite + 200 GB assets
  • 100,000 credits includedMaximum monthly AI allowance
  • Up to 3 Dedicated Teams3 teams, each up to 25 members and 50 active team devices, coming soon
  • BYOC installsRun on your own devices or cloud VMs, coming soon
  • Automatic updatesCurrent desktop builds
  • Priority supportFaster plan and setup help
  • Intensive cloud workBuilt for high-volume AI usage
FAQ

Questions, answered honestly.

What Diff Forge is, what stays on your machine, and what credits actually pay for.

Diff Forge AI is a native Agentic Development Environment (ADE): a desktop app where coding agents like Codex, Claude Code, and OpenCode work on your real repos in parallel, coordinated by a local kernel, with voice control, a snipping studio, and a web dashboard for remote visibility.
Codex, Claude Code, and OpenCode run in embedded terminals. You can also mount your own MCP servers into every agent through the workspace MCP gateway.
Code and execution stay local. The cloud carries live state, commands, and credit events. Audio streams to the cloud only when you choose a cloud speech engine — local Whisper keeps dictation fully on-device.
A bottom-bar recorder gives you push-to-talk dictation in any app, transcribed by local Whisper, your own Deepgram key, or Diff Forge Cloud. A separate GPT-Realtime voice agent can open terminals, queue todos, and drive device controls by voice.
Credits meter Diff Forge Cloud usage — cloud transcription, voice agent sessions, and cloud AI calls — through live reserve and consume events. Your own agent subscriptions and API keys keep billing through their own providers.
Create a free account to start the account path. The Plus plan unlocks the native desktop app license with included credits; Pro and Ultra add larger credit pools for heavier multi-agent and voice work.