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Diff Forge AI is a native, local-first Agentic Development Environment (ADE) that lets you run coding agents like Codex, Claude Code, and OpenCode in parallel, with voice control, screen snipping, and a web dashboard for remote visibility. It features multi-terminal workspaces, Loop Spaces for scheduled automation, cloud sync, and device management. Pricing ranges from free to $2,000/month.

SourceHacker News AIAuthor: Rizzist

Live demo

Drive the desktop app, right from here.

A simulated Diff Forge session: hop between workspaces, focus agent terminals and the web agent pane, inspect PCB boards, scrub the video editor, and fire a Loop Space beat while the Orch, Git, and Tokens panels stay live. The tour drives itself — click anything to take the mouse, and it hands control back after 20 seconds.

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.

01

Multi-Terminal WorkspacesBlueprint Loop Spaces

switching to loop spacesswitching to terminals

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

Multi-terminal

Loop Spaces

Codex

Claude Code

OCOpenCode

02

Vibe Coding Toolkit

snip · dictate · orchestrate

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

Area snips

Dictation

Local Whisper

Diff Forge Cloud

Voice agent

03

Cloud Connected

sync · steer · meter

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

Device sync

Tokenomics

Docs + assets

Web commands

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.

1.Install & Connect Your CLIsFree account, two-minute setup. Codex, Claude Code, and OpenCode are detected automatically.

2.Run Agents in ParallelOpen a repo, attach agents. The local kernel leases files so three agents never collide.

3.Automate with Loop SpacesScheduled blueprint graphs — scripts, agent handoffs, verification. Cron for agents.

4.Voice, Snips & ContextLocal-Whisper dictation, a voice orchestrator that queues todos, and pixel snips dropped into prompts.

5.Steer From Any DeviceQueue todos from the web or your phone. Only commands travel — code never leaves your machine.

6.Know Every TokenLive limits, pace forecasts, and credit events for every provider account.

Try the loop yourselfFree account · two-minute setup

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

Start building freeBring your own agent subscriptions and keys

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

Forge your stack togetherConnect your CLIs, MCPs, and Skills in minutes

One subscription

Same stack, two bills. Pick one.

We itemized the à-la-carte stack Diff Forge retires — every line below ships inside one app, behind one login and one invoice.

Subscription receiptThe à-la-carte dev stack

Warp18.00

CleanShot X10.00

Photoshop23.00

Wispr Flow15.00

Superwhisper8.50

Termius Pro10.00

Descript16.00

Premiere Pro23.00

Zapier20.00

Separate logins×9

Update nags×9

Invoices to expense×9

Total / mo$143.50

× 12 months$1,722 a year

NO. 9 LOGINS · 9 UPDATERS · 9 INVOICES

Renews every month

vs

Subscription receiptDiff Forge AI · all-in-one

Diff Forge AI60.00

Agentic Development Environment0.00

Snipping studio0.00

Dictation, everywhere0.00

Remote agent control0.00

AI video editor0.00

Automation loops0.00

✓10,000 cloud credits / moincl.

✓4 devices, synced liveincl.

✓10 GB cloud storageincl.

Total / mo$60.00

× 12 monthskeep ~$1,002/yr

NO. 1 LOGIN · 1 UPDATER · 1 INVOICE

Everything included

Rent 9 apps for $1,722 a year — or forge them into one and keep ~$1,002.One login. One updater. One bill. Everything on both receipts ships in Diff Forge from $60/mo.

See pricing

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

Red 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

Gold 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

CellularCall your agents by phone through your own connected Twilio account

BYOC installsRun on your own devices or cloud VMs

Automatic updatesCurrent desktop builds

Priority supportFaster plan and setup help

Platinum 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

CellularCall your agents by phone through your own connected Twilio account

BYOC installsRun on your own devices or cloud VMs

Automatic updatesCurrent desktop builds

1 Dedicated TeamUp to 10 members and 50 active team devices, coming soon

Priority supportFaster plan and setup help

Heavier cloud workMore room for AI and voice usage

Ultra 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

CellularCall your agents by phone through your own connected Twilio account

BYOC installsRun on your own devices or cloud VMs

Automatic updatesCurrent desktop builds

Up to 3 Dedicated Teams3 teams, each up to 25 members and 50 active team devices, coming soon

Priority supportFaster plan and setup help

Intensive cloud workBuilt for high-volume AI usage

Join the Diff Forge Discord

Build alongside other agent wranglers — share loopspaces, swap voice workflows, and get help straight from the team.

Release drops, changelogs & community support land there first

Join the DiscordStart Free

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.