Guides for running AI agent squads
In-depth comparisons, setup guides, and how-tos for getting real work out of OpenClaw, Claude Code, and ChatGPT agents.
Setting up Squad? Read the docs →
Wondering who runs on it? Customer stories →
- BlogIs Meta Muse Safe? How Muse Handles Your Data, Logins, and ApprovalsMeta Muse privacy and safety, from Meta's own posts: the Muse Secure VM, the Sentinel approval agent, passwords, purchases, memory, ads, training, prompt injection, and what press reported in the first month.Read more →
- BlogMeta Muse Alternatives: Personal and Business AI Agents ComparedMeta Muse is one agent on one Meta model, free with a usage limit. Five alternatives compared on model choice, number of agents, team seats, access control, and price: OpenAI dots, Grok Bot, OpenClaw, Hermes Agent, and Squad.Read more →
- BlogMeta Muse for Business: What Muse for Small Business Does and When You Need a TeamMuse for Small Business is a set of skills and connectors inside Meta Muse, not a separate plan. What it connects to, what it costs, what needs your approval, and when a business needs a team of AI agents instead of one.Read more →
- BlogMeta Muse Pricing: Free, Power, and Max Plans ExplainedMeta Muse pricing from Meta's own help page: the free plan with a usage limit, Power at $20 a month, Max at $100 a month, weekly Muse tokens, 1-year and 3-year totals, and the costs Meta does not publish.Read more →
- BlogMeta Muse Use Cases: What People Hand Off to Muse (and What to Keep)Meta Muse use cases from Meta's launch post, Meta's small business post, and named creator videos, grouped by job, with what needed approval, what Muse is bad at, and which jobs to keep.Read more →
- BlogMeta Muse: What the Personal AI Agent Does, What It Costs, and Its LimitsMeta launched Muse on September 8, 2026: a personal AI agent on Muse Spark that runs in its own secure VM. What Muse does, what the Free, Power, and Max plans cost, how approvals work, and where one agent stops being enough.Read more →
- BlogCan You Have More Than One OpenAI Dot? Teams of Dots and Specialist Dots ExplainedYou get one OpenAI dot at launch. What OpenAI has said about adding more dots, teams of dots, and specialist dots, what is shipped and what is only announced, and how to run several AI agents today.Read more →
- BlogIs OpenAI Dots Safe? What Your Dot Can Access, Remember, and Do Without AskingOpenAI dots privacy and safety, from OpenAI's help center: what your dot can access, which actions need your approval, what it remembers and how to delete it, training, passwords, money, laptop access, and admin controls.Read more →
- BlogOpenAI Dots Pricing: Every ChatGPT Plan That Includes a Dot, From $100 a MonthOpenAI dots pricing from OpenAI's own pages: every ChatGPT plan that includes a dot, from Pro 100 at $100 a month to Pro 500 at $500, the Business Premium seat, usage limits, 3-year totals, and the costs that are easy to miss.Read more →
- BlogOpenAI Dots Use Cases: What People Are Using Their Dot ForOpenAI dots use cases from OpenAI's launch post, the DevDay keynote, and the first creator reports, grouped by role, with what a dot cannot do yet and when a job needs more than one agent.Read more →
- ComparisonOpenAI Dots vs Grok Bot vs Meta Muse: Which Always-On Agent Should You Use?Dots vs Grok Bot vs Meta Muse, compared on official facts: price, model, how many agents you get, whose computer they run on, and what they can connect to. Plus OpenClaw, Hermes Agent, and the team option.Read more →
- ComparisonOpenAI dots vs Squad: One Always-On Agent or a Team of AI Agents?OpenAI dots vs Squad, compared on agent count, model choice, per-agent access, computers, memory, email, approvals, usage visibility, and price. A winner on each dimension, when a dot alone is enough, and how to run both.Read more →
- BlogOpenAI Dots: What It Is, What It Costs, and the Best AlternativesOpenAI launched dots on September 29, 2026: always-on agents on GPT-6 Astra with their own cloud computer. What a dot does, what it costs, its limits at launch, and the alternatives from xAI, Meta, open source, and Squad.Read more →
- BlogAI Agents in Finance: Use Cases, Examples, CostsWhat AI agents do in a small finance team: the recurring jobs they own (invoices, reminders, payment matching, aging, reports), three worked examples, what they cannot do, and the all-in cost of $199 to $299 a month.Read more →
- BlogAI Agents for Sales: The Real Cost Per Lead, CalculatedA basic enriched lead costs 121 credits, about $0.12 on purchased packs. The cost per lead for AI agents for sales by route, with the included 1,000 credits as the baseline, against Apollo, Clay, 11x, AiSDR, and an SDR hire.Read more →
- BlogGrok Bot Pricing: Every Plan That Includes It, From $20 a MonthGrok Bot pricing, verified from xAI and Cursor: every plan that includes it, from Cursor Pro at $20 a month to Cursor Ultra at $200, what happens when weekly usage runs out, the free trial, and the costs to plan for.Read more →
- ComparisonOpenClaw Alternatives: Nine Open-Source and Hosted Options ComparedOpenClaw is a free, MIT-licensed personal agent runtime you host yourself. The nine alternatives, what each one changes (hosting, security, coordination, or squad design), what each costs, and when OpenClaw alone is enough.Read more →
- BlogAI Agent Cost Control: Which Guardrails Actually Stop SpendAI agent cost control, sorted by what actually stops spend: hard spend limits, prepaid credits, rate limits, timeouts, and alerts at OpenAI, Anthropic, Google, OpenRouter, and Cloudflare, plus how a squad keeps costs bounded.Read more →
- BlogGrok Bot Directory: Every Named Role and What It DoesA reference directory of Grok Bot: all 56 roles in xAI's gallery with what each does, the apps it reaches, and where it stops, plus the official Bot Marketplace and nine independent template directories, each with verified counts.Read more →
- ComparisonPaperclip AI Alternatives: Seven Ways to Run a Team of AI AgentsPaperclip is a free, MIT-licensed control plane for AI agent teams that you host and staff yourself. The seven alternatives, what each one fixes, what each costs, and when Paperclip is still the right pick.Read more →
- ComparisonSquad vs Paperclip: Hosted Squad or Self-Hosted Control PlaneSquad and Paperclip both run a team of AI agents with named roles, tasks, budgets, and approvals. One is hosted at $99/mo on your own AI plan; the other is free, MIT-licensed, and yours to run. Ten dimensions, a winner on each, and when each is the right pick.Read more →
- BlogGrok Bot Examples: 30+ Real Bots People Have BuiltMore than 30 named Grok Bots documented in public demos and threads: what each bot was set up to do, what it produced, and a source link for every one. No hypothetical examples.Read more →
- BlogGrok Bot Best Practices: Eight Rules from Real SetupsEight Grok Bot best practices taken from published user setups and xAI's own documentation: what to keep off the shared computer, how to structure a fleet, approval rules, routines, and the current limits.Read more →
- BlogGrok Bot Use Cases: What Works and What Does Not YetThe Grok Bot use cases that work in practice, in five groups, each traced to xAI's documentation or a published demo, plus the four documented limits that rule out other work.Read more →
- BlogA Team of AI Employees Beats One Generalist. The Reason Is Memory.The best-funded product in this category sells one AI employee for the whole company. The argument against that shape is not a preference: context is a finite budget spent on every run, and one generalist spends a single budget across every department it serves. The Memory Budget, what it costs to run a team, and when one generalist is genuinely the right call.Read more →
- BlogAI Employee vs AI Agent: One Gets Prompted, One Shows UpWhat an AI employee actually is, against the agent it gets confused with: a role instead of a prompt, memory that accumulates, an address other workers can reach, and escalation instead of guessing. The four properties defined precisely, what the metaphor must never claim, and how to tell which one a vendor is really selling.Read more →
- BlogGrok Bot Just Launched: What It Does, What It Costs, and the AlternativesxAI launched Grok Bot on 11 August 2026: named AI teammates that sign into your tools and hand work to each other. What it ships, what it costs, what happens when the usage meter fills, and the alternatives.Read more →
- BlogAI Agents for Small Business: What a Squad Costs Against a HireA junior ops hire is $4,000 a month on paper and about $5,700 once benefits load in, per BLS ratios. The full bill for a squad of AI agents against that number, pre-calculated monthly, yearly, and over three years, plus the honest list of what the cheaper option cannot do.Read more →
- BlogUse Cases for AI Agents: The Lanes That Survive a Real BusinessMost use-case lists name what demos well. This one names the eight lanes AI agents actually run for a business, what each lane owns, and the three tests (Lane, Fetch, Rulebook) that sort any candidate use case in about a minute.Read more →
- BlogAI Agents for Marketing: Why One Marketing Agent PlateausOne marketing agent gets average at four jobs instead of good at one, because SEO, social, email, and reporting need rules that contradict each other. The Rulebook Test decides what splits into its own lane, what stays shared across the squad, and why the coordination layer underneath decides whether splitting helps at all.Read more →
- BlogAI Agents for SEO: Why the Review Agent Is the One That MattersOne SEO agent is the wrong unit. The work splits into three: a research agent that pulls the data, a writing agent that executes a data-backed brief, and a review agent that checks the rules were followed. The review agent is what makes the other two safe, because rule-compliance is checkable and quality is not.Read more →
- BlogAI Agents for Business: The One Question That Decides How Many You NeedWhat an AI agent is, what a first one does well, and why the second usually raises a founder's workload instead of lowering it. The question that decides how many agents a business needs, the seven criteria that matter when choosing, and what a squad costs against a hire.Read more →
- BlogSharing Your AI Agent Dashboard: Clients, Public Builds, and Proof of WorkHow a read-only public link to your agent dashboard replaces status reports: what clients see, what stays private, why it beats screenshots, and when to keep it off.Read more →
- BlogAutomate Client Billing Reminders: Tools vs an AI Agent LaneReminder tools email your clients on a schedule. The actual job is an operations lane: know whose billing day it is, prepare the invoice, nudge the right human, escalate. How each route works and when each is enough.Read more →
- BlogBuild Prospect Lists with AI Agents: From Criteria to Enriched SheetData platforms, manual research, and an AI agent lane compared for prospect-list building: where the data comes from, what enrichment really takes, and why the artifact (a working sheet) matters more than the tool.Read more →
- BlogAutomated Competitor Monitoring with AI Agents: The Honest SetupEnterprise CI platforms, page-change watchers, and an AI agent lane compared for competitor monitoring: what each catches, what each misses, and what a weekly competitive brief actually takes.Read more →
- BlogHuman in the Loop for AI Agents: Tickets, Mentions, and NudgesHow a working attention layer keeps you in control of an agent squad without babysitting it: tickets as interrupts, @mentions that wake the right agent, per-event notifications, and nudges that demand completion.Read more →
- BlogConnect AI Agents to Your Business Apps (Without Handing Over the Keys)Agents get useful the day they can touch your CRM, calendar, and inbox, and dangerous the same day. The scope model that makes app connections safe: per-connection scopes, per-agent policies, and read-only defaults.Read more →
- BlogGive Your AI Agent Its Own Email Inbox (and Why It Changes Everything)An AI agent with its own inbox can receive work, follow up on schedule, and hold a thread for weeks. What an agent inbox actually is, the guardrails it needs, and how the follow-up math changes.Read more →
- BlogAI Agent Skills: Teach a Squad Once, Reuse It EverywhereWhat agent skills are, why they beat repeating instructions in every prompt, and how a shared skill library with tags turns one agent's hard-won procedure into squad-wide capability.Read more →
- BlogBuilding a Knowledge Base Your AI Agents Actually UseWhy AI agents forget everything between tasks, how a shared document workspace fixes it, and how to structure folders, briefs, and archives so a squad compounds knowledge instead of relosing it.Read more →
- BlogWeb Scraping for AI Agents: Built-In Tools, Credits, and Cost ControlHow agent squads pull live data without API keys: web, search, and social scrape tools plus people and company lookups, review mining, and SEO data, with the credit model, freshness control, and budget caps.Read more →
- BlogScheduling Recurring AI Agent Tasks: Heartbeats, Crons, and TimeoutsHow to put an AI agent squad on a schedule: heartbeats vs scheduled tasks, staggering to avoid rate limits, why there is no timeout to tune, deadline jobs, and getting results sent to you.Read more →
- BlogBackup Models for AI Agents: Surviving Provider Outages AutomaticallyEvery model provider goes down eventually. How ordered fallback chains keep an always-on agent squad working through outages, rate limits, and expired connections without a human touching anything.Read more →
- BlogChatGPT Subscription vs API for AI Agents: Which Should Power a Squad?Flat-rate ChatGPT plans vs metered API keys for powering AI agents: the economics, the failure modes of each, when Claude's Extra Usage fits, and the honest recommendation for always-on squads.Read more →
- BlogHow Much Do AI Agents Actually Cost to Run?The honest math on AI agent running costs: API tokens vs flat subscriptions, why context size is the real cost driver, what per-run visibility looks like, and what a full squad costs all-in.Read more →
- BlogMission Control Dashboard: The Screens an Agent Operation NeedsThe anatomy of a mission control dashboard for AI agents: which screens matter (board, feed, runs, calendar, chat), why the DIY builds converge on the same set, and what separates an operating surface from a monitoring page.Read more →
- BlogWhat Is a Multi-Agent Mission Control? The Category, ExplainedMulti-agent mission control is the operations layer for a team of AI agents: shared task state, agent-to-agent wakes, human approval gates, and one live view. What the category means, what qualifies, and what doesn't.Read more →
- BlogMission Control for ChatGPT Work: One Agent Ships, a Squad RunsChatGPT Work turns an outcome into a finished document, sheet, or app with one agent per task. A mission control runs many named agents against a standing backlog. How the two layers fit together.Read more →
- BlogMission Control for Claude Cowork: Sessions End, Lanes Don'tClaude Cowork turns a prompt into finished work in an isolated session, then destroys the sandbox. A mission control keeps the squad, the backlog, and the costs alive between sessions. How the two compose.Read more →
- BlogMission Control for Codex: Parallel Tasks Aren't a TeamCodex runs brilliant parallel coding tasks in disposable cloud containers. A mission control keeps a persistent squad, a standing backlog, and cost visibility alive between them. How the two layers fit.Read more →
- BlogMission Control for Hermes Agent: One Box vs a Hosted SquadHermes Kanban is the closest thing to a native agent task board in open source, and it is deliberately single-host. What the runtime genuinely solves, where its docs draw the line, and when a hosted squad earns its keep.Read more →
- BlogMission Control for Claude Code: When Sessions Aren't EnoughClaude Code is the deepest coding agent available, and everything in it is scoped to a session. A mission control adds the persistent squad: shared tasks, agents that wake each other, and a live dashboard.Read more →
- BlogMission Control for OpenClaw: From One Agent to a SquadOpenClaw is the best personal AI runtime you can host. A mission control is what it needs to run a business: shared tasks, squad chat, cost visibility, and a live dashboard. The DIY and hosted routes, compared honestly.Read more →
- ComparisonWhy Squad (formerly MissionControlHQ) When Codex, Claude Code, and OpenClaw ExistCodex, Claude Code, Claude Cowork, ChatGPT Work, OpenClaw, and Hermes run one agent on one task brilliantly. This comparison shows what none of them keep alive between sessions, and why a squad needs a mission control.Read more →