AgentGrid
AgentGrid is a desktop-based orchestration workspace that lets development teams run nine AI coding agents (Claude Code, Codex, Cursor, Devin, and five others) side-by-side in a single visual canvas. Agencies can delegate work across master and worker agents, monitor usage limits and reset times across all providers, and hand off tasks when one agent hits a rate limit, all without paying per-agent metering fees. Sessions persist to disk, so agents resume mid-task after restarts or OS updates. The workspace includes integrated terminal, VS Code, git, and Chromium access, plus live voice calls with agents for complex debugging. It's built for software development agencies, AI automation shops, and technical teams building custom client products who need to coordinate multiple AI subscriptions without subscription sprawl.
AgentGrid is a desktop-based orchestration workspace, priced at $20/month on the Pro plan, integrating with Claude Code, Codex, Cursor, and OpenCode. InnovaAI scores it 5/10 for agency resale.
Agency Audit
AgentGrid lets development and AI automation agencies orchestrate nine coding agents (Claude Code, Codex, Cursor, Devin, and five others) in a single visual workspace, delegating work across master and worker agents while monitoring usage limits across providers. Agencies can persist sessions, hand off work when hitting rate limits, and use existing AI subscriptions without additional metering. It's a strong fit for dev shops and technical agencies building client products, where the ability to coordinate multiple agents and avoid subscription sprawl creates operational efficiency. The Free tier supports 3 projects with up to 10 parallel agents each, while the Pro plan ($20/month or $16/month annual) unlocks unlimited canvases and cloud sync.
5.0/10
40%
3d about 3 days
- Your agency juggles multiple AI coding subscriptions (Claude, OpenAI, Anthropic) and wants to coordinate them in one workspace without paying per-agent metering fees.
- You build custom software for clients and need to hand off work between agents when one hits a usage limit, keeping the project moving without manual intervention.
- Your dev team works across desktop and mobile and needs session persistence so agents can resume mid-task after OS updates or restarts.
- You're looking for a white-label client portal or resellable retainer product. AgentGrid is an internal orchestration tool, not a client-facing deliverable.
- Your clients need HIPAA, SOC2, or other compliance certifications. The content does not verify AgentGrid's compliance posture.
- You work primarily with non-technical clients or agencies that don't have in-house coding workflows. AgentGrid is purpose-built for software development teams.
Profit Path
$20/mo
$600–$1.5K/project
Hybrid
From 242 published agency rates in USA, 25th to 75th percentile x 20h of assumed delivery time. Rates are self-reported directory profiles, not observed transactions.
Platform Features
Core capabilities of AgentGrid
Multi-agent orchestration in one canvas
Pan, zoom, and arrange up to 10 parallel agents per project in a visual workspace. Launch agents with keyboard shortcuts, search across agent conversations, and see all work in one place without switching tabs or windows.
Session persistence across restarts
Save agent sessions to disk and resume mid-task after OS updates or machine restarts. Agents reopen with full conversation history and work state intact, eliminating lost context or duplicate effort.
Usage monitoring and provider handoff
View each provider's current rate limit, reset times, and low-usage warnings in one dashboard. When Claude or another harness hits a limit, open a second agent in the same project and hand off visible work without manual context-switching.
Nine supported coding harnesses
Orchestrate Claude Code, Codex, Cursor, OpenCode, Antigravity, Kimi, Grok, Devin, and Pi side-by-side. Use your existing subscriptions without additional metering or per-agent fees.
Integrated developer tools
Access terminal, VS Code, git, and Chromium directly within the workspace alongside agents. Plan, implement, and review work through an agentic SDLC loop without leaving the canvas.
Live voice calls with agents
Start voice conversations with agents to talk through work, ask clarifying questions, or debug issues in real time. Useful for complex tasks where text-based prompting isn't enough.
What Makes AgentGrid Different
Unique advantages vs similar tools in this niche
Visual canvas for orchestrating multiple AI coding agents
vs Terminal-based agent managementProvides a pan/zoom canvas where agents are arranged and can see the whole workspace, not just their own chat.
Bring-your-own-subscription model with no second meter
vs Platforms that charge per usage or require their own API keysRuns agents on the AI subscriptions and API keys you already pay for, never adding a second usage meter.
Seamless handoff between agents when hitting limits
vs Manual context copying between agentsWhen a provider limit is reached, open another agent in the same project, show it the visible work, and continue without copy-paste.
Agentic SDLC loop with plan-implement-review
vs Ad-hoc agent usage without structured workflowMove work through a clear loop: plan in a note, delegate implementation to visible workers, then inspect the diff and decide next steps.
Latest Updates
Recent releases and improvements for AgentGrid
v2.8.13
New2026-08-25Canvas notes backed by .md files in .agent-grid/notes/ folder; bidirectional file/note sync; agents can set note color, title, and contents; conflict preservation via .conflict- sibling files. Fixes color-flickering loop, note placement, and retires notes-inbox/ folder. Tightened file access controls and sandboxing.
v2.8.12
Fix2026-08-22Fixes blank description on worker role card with invisible characters; create_role now rejects malformed tool lists, empty models, or invalid limits; resume_worker warns when role description was too long.
v2.8.11
New2026-08-22New 'Include for Workers' unread dot setting; remote device usage in title-bar indicator; custom device colors adapt to theme. Fixes Grok logout issues, Shift+Enter behavior, daemon shutdown. Settings toggles redesigned as switches.
v2.8.10
New2026-08-20Model/effort aware chips; more reliable Codex worker connections; new scale setting; create_role MCP tool; window position/size persistence; Windows 11 ARM build. Restores orange activity dot.
v2.8.9
New2026-08-17Click worker role chip to read permissions; masters stay unread until opened; explorer parents show descendant activity. Fixes duplicate activity dot on running worker header. Dev instances show prefix-first name in macOS app switcher.
Investment ROI Calculator
Value equation analysis for AgentGrid, based on the Hormozi framework
What is the Hormozi framework? A four-factor score: (what the service delivers × how reliably it delivers) divided by (how long it takes × how much effort it requires). A higher Value Multiplier means a better return on the time and money invested: faster, easier, and more proven results.
2.3× value multiple: invest $20/mo and agencies typically charge $600–$1.5K/project for the work it powers.
Why This Succeeds
Higher is betterClient Results Potential
What your clients actually get
Meaningful improvements: delivers clear, demonstrable value to clients
Orchestrate Claude Code, Codex, Cursor, and six more harnesses
Reliability Score
How consistently this delivers results
Early-stage track record: validate with a small pilot first
How reliably this solution delivers promised results. Based on case studies, reviews, and track record.
Implementation Challenges
Lower is betterTime to First Revenue
How long until you can start earning
Standard ramp-up: accelerate to 1 day with Academy SOPs
Expect a few days from signup to first client delivery
Setup Effort
What it takes to get running
Near-turnkey: minimal setup before you can sell
Moderate effort: standard configuration with some customization needed
Viable opportunity. AgentGrid returns 2.3× on investment. Focus on the highest-margin service packages to maximize return.
Pricing
AgentGrid platform cost to your agency
Pro: $20/mo
Free
- 3 projects
- Up to 10 parallel agents each
- Local agents on your machine
Pro
- Unlimited canvases
- Cloud sync across machines
- Local & cloud agents
- Ongoing access to the latest planned features as they ship
No verified white-label program for AgentGrid: client-facing delivery runs under the platform's native branding.
Market Intelligence
How agencies monetize AgentGrid: real offer economics and market positioning
- Software development agencies
- AI automation agencies
- Dev shops building client products
- Non-technical agencies
- Agencies without coding workflows
Project-Based
ai-toolsAgency charges per-project fee for implementation. Ongoing optimization as optional retainer.
Offer Economics: What You Charge vs. What It Costs
Margin includes platform cost + agency labor at $75/hr.
Local service businesses or solo practitioners needing a single automated coding or workflow task handled by AI agents
Funded startups or regional brands with a small dev team needing multi-agent coding pipelines to accelerate feature delivery
Mid-market software or product companies with 50–200 employees seeking to parallelize engineering work across multiple AI coding agents at scale
Enterprise engineering organizations with 500-plus employees seeking a governed, multi-team AI agent orchestration platform to replace ad-hoc AI tool sprawl
Scale Economics: Based on Starter Offer
Using AgentGrid Starter Sprint at $2.3K/client. Platform: $20/mo. Labor: 4h/client × $75/hr.
Net = MRR - platform cost - labor (4h/client × $75/hr).
Investment Decision Framework
Strategic vetting analysis for AgentGrid
Consider
Favorable fit, worth a closer look
Buy If
4Your agency juggles multiple AI coding subscriptions (Claude, OpenAI, Anthropic) and wants to coordinate them in one workspace without paying per-agent metering fees.
You build custom software for clients and need to hand off work between agents when one hits a usage limit, keeping the project moving without manual intervention.
Your dev team works across desktop and mobile and needs session persistence so agents can resume mid-task after OS updates or restarts.
You want visibility into AI usage limits and reset times across nine different harnesses before work gets interrupted.
Skip If
4You work primarily with non-technical clients or agencies that don't have in-house coding workflows. AgentGrid is purpose-built for software development teams.
You're looking for a white-label client portal or resellable retainer product. AgentGrid is an internal orchestration tool, not a client-facing deliverable.
Your clients need HIPAA, SOC2, or other compliance certifications. The content does not verify AgentGrid's compliance posture.
You need real-time collaboration features. The Pro plan lists 'Planned: collaboration capabilities' as a future roadmap item, not a current feature.
Bottom Line
AgentGrid lets development and AI automation agencies orchestrate nine coding agents (Claude Code, Codex, Cursor, Devin, and five others) in a single visual workspace, delegating work across master and worker agents while monitoring usage limits across providers. Agencies can persist sessions, hand off work when hitting rate limits, and use existing AI subscriptions without additional metering. It's a strong fit for dev shops and technical agencies building client products, where the ability to coordinate multiple agents and avoid subscription sprawl creates operational efficiency. The Free tier supports 3 projects with up to 10 parallel agents each, while the Pro plan ($20/month or $16/month annual) unlocks unlimited canvases and cloud sync.
Reality Check
AgentGrid is a desktop-first orchestration layer, not a client-facing deliverable platform. Agencies cannot white-label it or embed it into client portals, so it functions as an internal tool for your team's development workflow, not a resellable retainer service. You'll need to own the coding work output and client relationships separately.
Moderate effort: standard configuration with some customization needed
Academy for AgentGrid
Work through it in order: the course for this service first, then the modules behind it.
Course for this service
AgentGrid Agency Implementation, Multi-Agent Delivery at Scale
Learn how to structure client projects across multiple AI coding agents, manage rate limits and provider handoffs without losing context, and build repeatable delivery workflows that reduce manual coordination overhead. This course teaches agencies how to orchestrate nine coding harnesses simultaneously, persist work across team restarts, and price productized services around agent-based development cycles.
Open the courseNo Academy modules are published for this service yet. Browse the full Academy
Why this category matters
The commercial case before the tooling.
Core concepts
The mental model you need to price and scope the work.
- AgentGrid Master-Worker Delegation ModelConcept
AgentGrid's visual canvas lets agencies run up to ten parallel agents per project on the Free tier, scaling to unlimited canvases on Pro. The master-worker delegation model turns a single coding task into a coordinated pipeline: a master agent breaks down work, assigns subtasks to worker agents, and monitors progress across Claude Code, Codex, Cursor, and other harnesses. For a dev agency handling a client's MVP, this means one senior developer can orchestrate multiple agents simultaneously, cutting delivery time from weeks to days. Session persistence and usage monitoring let you hand off tasks when an agent hits a rate limit, avoiding subscription sprawl by using existing API keys. The Pro plan at $20/month (or $16 annually) adds cloud sync, enabling distributed teams to collaborate on the same canvas. This model directly supports productized offers like the $2,250 Starter Sprint, where a master agent plus three workers handles a repeatable client workflow.
- Wiring Over WidgetsConcept
The AI agent itself is a commodity, but the value for agencies lies in the integration layer: connecting a pre-built agent to a client's CRM, calendar, and review cycle. This framework shifts focus from selecting the 'best' agent to mastering the wiring process. For example, an agency using Vendasta's white-label AI receptionist for a local business must configure it to match the client's booking rules and follow-up cadence, turning a generic tool into a tailored service. As agentic AI adoption grows (77% of decision-makers now run agents in production), clients expect this customization. Agencies that treat agents as components and invest in repeatable wiring processes can charge retainers for ongoing optimization, rather than one-off setup fees.
- Wiring Over WidgetsConcept
The AI agent market sells finished workers, but the strategic value for agencies lies not in the agent itself, which is increasingly a commodity, but in the wiring that connects it to a specific client's CRM, calendar, and review cycle. This framework, 'Wiring Over Widgets,' argues that agencies that treat agents as components rather than products win. The agent is the widget; the wiring is the integration, customization, and ongoing optimization that turns a generic tool into a tailored solution. For example, a white-label platform like Vendasta provides AI employees, but the agency's role is to configure them for each local business's unique lead flow and follow-up process. This wiring is where retainer pricing originates, as it requires ongoing maintenance and adjustment. Recent research shows that 88% of B2B marketers face foundational gaps, meaning clients need help not just deploying agents, but ensuring their operations can support them. Agencies that master the wiring can charge a premium for the irreducible value they add.
Decision and risk
How to judge the fit, and the ways it goes wrong.
- AgentGrid Rule: Adopt Only When You Need Multi-Agent Orchestration Across 9 HarnessesEvaluation Rule
Adopt AgentGrid only when your agency's client work demands orchestrating multiple coding agents across providers, not for single-agent automation.
- AI Agents Rule: Wire the Agent, Not the ProductEvaluation Rule
Treat the AI agent as a commodity component and focus your value on the integration into the client's specific workflows, systems, and review processes.
- AgentGrid: Buy vs Skip (For Dev & AI Automation Agencies)Decision Framework
IF your agency runs client coding or automation projects that need multiple AI agents working in parallel, AND you already pay for harnesses like Claude Code or Codex, THEN AgentGrid's Free tier (3 projects, 10 parallel agents each) lets you pilot orchestration at zero cost. IF you need unlimited canvases and cloud sync across your team's machines, THEN the Pro plan at $20/month (or $16/month annual) is a low-risk operational upgrade. Otherwise, if your work is single-agent or you don't want to manage bring-your-own-key complexity, skip it.
- The AgentGrid Master-Worker Trap: Why Agencies Fail With AgentGrid in Client DeliveryFailure Pattern
- The Productized Agent Trap: Why AI Agent Services Stall Without Client-Specific WiringFailure Pattern
Delivery system
Blueprints and procedures for running it as a service.
- AgentGrid Client Onboarding Sprint (5-7 days)Implementation Blueprint
A structured onboarding sprint that configures AgentGrid for a client's coding workflows, establishes master-worker agent delegation, and packages it as a managed service with usage monitoring and session persistence.
- AgentGrid Multi-Agent Handoff Workflow (Delivery)Operating Procedure
11 modules selected for AgentGrid
Frequently Asked Questions
Answers about pricing, setup, implementation
AgentGrid is a visual workspace for orchestrating multiple AI coding agents side-by-side. It supports nine harnesses including Claude Code, Codex, Cursor, Devin, and others, letting you delegate work across master and worker agents, monitor usage limits across providers, and hand off tasks when one agent hits a rate limit. You use your existing AI subscriptions without additional metering.
AgentGrid offers 2 pricing tiers, at $16/mo billed annually (Pro). Agencies typically achieve 40% profit margins when reselling to clients.
No verified white-label program. AgentGrid is an internal orchestration tool for your development team, not a client-facing platform. Client-facing surfaces display the AgentGrid brand, so you cannot resell it as a white-labeled retainer service.
Yes. AgentGrid natively supports both Claude Code and Codex as orchestrated harnesses within the same workspace. It also supports Cursor, OpenCode, Antigravity, Kimi, Grok, Devin, and Pi, allowing you to run all nine agents side-by-side and coordinate work between them.
Setup is minimal. Download AgentGrid for Linux, macOS, or Windows, sign in, and create a new project with a keyboard shortcut. Launching agents takes seconds once your AI provider subscriptions are configured. Onboarding a full team typically takes under 30 minutes.
AgentGrid is purpose-built for software development agencies, AI automation agencies, dev shops building custom client products, and technical agencies with in-house coding workflows. It's not suited for non-technical service agencies or clients without development teams.
Yes. AgentGrid displays each provider's current usage limit, reset times, and low-usage warnings in a single dashboard. When one agent hits a limit, you can see it before work stops and open another agent in the same project to continue.
No. AgentGrid works with the subscriptions you already have. There is no per-agent metering or additional fees. You bring your own Claude, OpenAI, Anthropic, or other provider subscriptions and orchestrate them all in one workspace.