AI ToolAI Agents

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.

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.

Consider5.0/10

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.

ConsiderNo WLFreemium
Fit

5.0/10

Typical Margin

40%

Time-to-Value

3d about 3 days

Complexity
Low
Consider
Fit50
$30/mo off
Visit AgentGrid
Best For
  • 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.
Not For
  • 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

Your Cost (USD)

$20/mo

Market Range

$600–$1.5K/project

Revenue Model

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 management

Provides 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 keys

Runs 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 agents

When 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 workflow

Move 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

New2026-08-25

Canvas 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

Fix2026-08-22

Fixes 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

New2026-08-22

New '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

New2026-08-20

Model/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

New2026-08-17

Click 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.

Value MultiplierStrong

2.3× value multiple: invest $20/mo and agencies typically charge $600–$1.5K/project for the work it powers.

Outcome35
÷
Friction15

Why This Succeeds

Higher is better

Implementation Challenges

Lower is better

Viable opportunity. AgentGrid returns 2.3× on investment. Focus on the highest-margin service packages to maximize return.

Best if: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 want visibility into AI usage limits and reset times across nine different harnesses before work gets interrupted.

Pricing

AgentGrid platform cost to your agency

~40% margin

Pro: $20/mo

$30/mo off

Free

$0/mo
Free forever
  • 3 projects
  • Up to 10 parallel agents each
  • Local agents on your machine

Pro

$20/mo
$16/mo annually
  • 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

Service Applications
Delivery & ProductionAutomation & IntegrationsReporting & AnalyticsClient Communications
Best For
  • Software development agencies
  • AI automation agencies
  • Dev shops building client products
Not Ideal For
  • Non-technical agencies
  • Agencies without coding workflows

Project-Based

ai-tools

Agency charges per-project fee for implementation. Ongoing optimization as optional retainer.

Entry platform cost: $20/mo billed annually($16/mo with annual discount)

Offer Economics: What You Charge vs. What It Costs

Margin includes platform cost + agency labor at $75/hr.

AgentGrid Starter Sprintlocal smb

Local service businesses or solo practitioners needing a single automated coding or workflow task handled by AI agents

$2.3K
Tool: $20/mo (2 mo = $40)Labor: 20h setup × $75 = $1.5KMargin: 32%Benchmark: $600–$1.5K/project
Configure AgentGrid workspace with one master agent and up to three worker agents for a defined client taskDeploy session-persistent agent pipeline targeting one repeatable workflow (e.g., code generation, content templating)Document agent handoff logic and usage guide for client self-managementTrain client on monitoring agent outputs and restarting sessions
AgentGrid Growth Buildgrowth smb

Funded startups or regional brands with a small dev team needing multi-agent coding pipelines to accelerate feature delivery

$6.2K
Tool: $20/mo (2 mo = $40)Labor: 55h setup × $75 = $4.1KMargin: 33%Benchmark: $1.5K–$3.7K/project
Build multi-agent canvas orchestrating master and worker agents across two to three harnesses (e.g., Claude Code, Codex, Cursor)Integrate cloud-synced AgentGrid workspace with client's existing repo and CI environmentConfigure provider usage monitoring dashboard so client can track token spend across agentsDeliver documented runbooks for agent delegation patterns and session recovery
AgentGrid Team Orchestrationmid market

Mid-market software or product companies with 50–200 employees seeking to parallelize engineering work across multiple AI coding agents at scale

$14K
Tool: $20/mo (2 mo = $40)Labor: 120h setup × $75 = $9KMargin: 35%Benchmark: $3.6K–$8.8K/project
Architect and deploy a multi-canvas AgentGrid environment supporting parallel workstreams across five or more harnessesIntegrate agent pipelines with client's project management and version control systems for end-to-end traceabilityBuild custom monitoring views to track cross-provider usage, session state, and agent output qualityOptimize master-worker delegation logic through two rounds of load testing and iterative refinement
AgentGrid Enterprise Deploymententerprise

Enterprise engineering organizations with 500-plus employees seeking a governed, multi-team AI agent orchestration platform to replace ad-hoc AI tool sprawl

$42K
Tool: $20/mo (2 mo = $40)Labor: 320h setup × $75 = $24KMargin: 43%Benchmark: $7.8K–$19.2K/project
Architect enterprise-wide AgentGrid deployment spanning multiple teams with standardized canvas templates and agent role definitionsIntegrate all supported harnesses (Claude Code, Codex, Cursor, and others) with existing enterprise SSO, secrets management, and audit loggingBuild centralized usage and cost attribution dashboards segmented by team, project, and AI providerDeliver governance documentation, onboarding playbooks, and conduct live training sessions for engineering leads

Scale Economics: Based on Starter Offer

Using AgentGrid Starter Sprint at $2.3K/client. Platform: $20/mo. Labor: 4h/client × $75/hr.

5 clients
$11.3K
MRR
$9.7K net (86%)
10 clients
$22.5K
MRR
$19.5K net (87%)
20 clients
$45K
MRR
$39.0K net (87%)

Net = MRR - platform cost - labor (4h/client × $75/hr).

Weighted Avg Margin
40%
Across all offer tiers, incl. labor at $75/hr
Run your agency audit

Investment Decision Framework

Strategic vetting analysis for AgentGrid

Vetting Verdict

Consider

Favorable fit, worth a closer look

Agency Fit(white-label + resell pathway)
50/100
0255075100
Resell Friction(WL + mode + complexity)
60/100
0255075100

Buy If

4
OPERATIONAL FIT

Your agency juggles multiple AI coding subscriptions (Claude, OpenAI, Anthropic) and wants to coordinate them in one workspace without paying per-agent metering fees.

OPERATIONAL FIT

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.

OPERATIONAL FIT

Your dev team works across desktop and mobile and needs session persistence so agents can resume mid-task after OS updates or restarts.

OPERATIONAL FIT

You want visibility into AI usage limits and reset times across nine different harnesses before work gets interrupted.

Skip If

4
DEAL BREAKER

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.

CAUTION

You're looking for a white-label client portal or resellable retainer product. AgentGrid is an internal orchestration tool, not a client-facing deliverable.

CAUTION

Your clients need HIPAA, SOC2, or other compliance certifications. The content does not verify AgentGrid's compliance posture.

CAUTION

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

Trade-offs & Gotchas

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.

Implementation Reality

Moderate effort: standard configuration with some customization needed

Effort: 3/10Time: 5/10

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 course

Core concepts

The mental model you need to price and scope the work.

  1. 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.

  2. 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.

  3. 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.

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.