---
title: AI Agents & Automation
url: "https://goremy.ai/blog/topic/ai-agents-automation"
type: topic
section: AI News & Models
updated: "2026-11-13T05:40:16.895Z"
posts: 68
---

# AI Agents & Automation

AI agents and automated workflows that run without you, including always-on background agents.

Answers: How do I build an AI agent that runs workflows automatically without me?

## Posts (68)

- [How to Build an AI Advisor Skill From a One-Page Goals Doc](https://goremy.ai/blog/articles/ai-advisor-skill-one-page-goals-doc) (2026-11-13): Turn one page of goals, energy drains and non-negotiables into a Claude advisor skill that checks decisions against your plan. Setup steps and a test.
- [How Does Alex Hormozi's Team Use AI in Support and Sales?](https://goremy.ai/blog/articles/how-alex-hormozi-team-uses-ai) (2026-11-13): Hormozi says AI agents resolved 90% of about 120,000 support tickets, and an AI text agent sells around 200 units a month. Here is how it works.
- [Will AI Replace Jobs? What Hormozi Says Workers Should Do](https://goremy.ai/blog/articles/hormozi-ai-jobs-bring-your-own-agent) (2026-11-12): No reported AI firings, but Alex Hormozi tells owners to raise the bar. His take on bring your own agent, human stakes and AI slop, and what to do.
- [Meta Muse Ember vs Claude Haiku 5.5 vs GPT-6 Luna: Small Model Comparison](https://goremy.ai/blog/articles/meta-muse-ember-vs-claude-haiku-gpt-6-luna) (2026-11-12): Meta's Muse Ember matches Haiku 5.5 on the Artificial Analysis index at about a third of the cost. See Automation Bench, OS World results and delegation tips.
- [Coding Agent Context Rot: How to Fix It With a Handoff File](https://goremy.ai/blog/articles/coding-agent-context-rot-handoff-document) (2026-11-12): Coding agents get worse in long chats. Learn to spot context rot, write a handoff.md for a fresh session, and keep key decisions in your hands.
- [Why Does Your AI Coding Agent Say It's Done When It's Broken?](https://goremy.ai/blog/articles/coding-agent-says-done-but-isnt-fix) (2026-11-12): AI coding agent claims it's finished but the app is broken? Use a devil's advocate prompt, a reviewer skill, and browser test evidence to fix it.
- [How to Run Long Unattended Tasks With Gemini 4 Carbon](https://goremy.ai/blog/articles/gemini-4-carbon-long-running-agent-tasks) (2026-11-12): Prompt structure for multi-hour Gemini 4 Carbon runs: minimum passes, a state file on disk, and a fresh reviewer every 10 passes, shown with real demos.
- [What Is Agent-Native Version Control? How It Differs From Git](https://goremy.ai/blog/articles/what-is-agent-native-version-control) (2026-11-12): Agent-native version control tracks AI agent work as branches, checkpoints and history tied to prompts and specs. Here is how it differs from plain Git.
- [How Did Attackers Abuse Binance's Internal AI Tool?](https://goremy.ai/blog/articles/binance-hack-internal-ai-tool-fake-job-interview) (2026-11-11): A fake job test on a work laptop reportedly let attackers use an internal AI tool to reach wallet engineers at Binance. Here is what happened and how to scope agent access.
- [Muse Ember API Pricing, Context Window and Cost Per Task](https://goremy.ai/blog/articles/meta-muse-ember-api-pricing-context) (2026-11-11): Muse Ember reportedly costs about 10 cents per million input and 50 cents per million output tokens, with a 1M context window. Compared with Haiku and Luna.
- [How to Run TwIL LM3 Pro Locally With llama.cpp](https://goremy.ai/blog/articles/twil-lm3-pro-run-locally-llama-cpp) (2026-11-11): Run the 3.66B TwIL LM3 Pro logic model locally with llama.cpp: VRAM needs, quantized builds, a Hermes agent setup, and the non-commercial license.
- [How Did Fable 5.2 Coordinate 1,000 Agents to Build an OS?](https://goremy.ai/blog/articles/fable-5-2-1000-agents-build-operating-system) (2026-11-11): Anthropic says Fable 5.2 ran 1,000+ sub-agents for 8 days to build a bootable OS from an empty folder. Here's what that shows and what it means for you.
- [How to Remove Yourself From Data Brokers With an AI Agent](https://goremy.ai/blog/articles/ai-remove-data-brokers-opt-out-prompt) (2026-11-11): Use an AI agent to find opt-out pages for data brokers like Apollo, ZoomInfo and RocketReach, send GDPR or CCPA deletion requests, and keep records.
- [Meta Muse Voice Calls vs Grok Bot Phone Calls: How They Work](https://goremy.ai/blog/articles/meta-muse-voice-grok-bot-phone-calls) (2026-11-10): Meta Muse now offers voice and video calls with Gmail and calendar access, while Grok Bot can phone businesses for you. How each works and their limits.
- [How to Build AI Agent Evals: Error Analysis, Graders, Judges](https://goremy.ai/blog/articles/how-to-build-ai-agent-evals) (2026-11-10): Build your first AI agent eval set with a worked SQL agent example: product vs model evals, code graders, LLM judges, human labels, and error analysis.
- [What Are ChatGPT Dots? OpenAI's Always-On Agent Explained](https://goremy.ai/blog/articles/openai-chatgpt-dots-always-on-agent) (2026-11-07): ChatGPT Dots are agents with their own cloud computer that run in the background, use memory, connected apps and Codex, and take texts from your phone.
- [How Do You Calculate Whether an AI Agent Is Worth Paying For?](https://goremy.ai/blog/articles/how-to-calculate-ai-agent-roi-worth-paying-for) (2026-11-06): A method to judge AI agent ROI: value your time, target bottleneck work, use agents to clarify, and compare subscription, API and cheaper-model costs.
- [Which AI Agent for What? Muse, Dots, Duet, Grokbot, Instinct](https://goremy.ai/blog/articles/ai-agents-website-access-muse-dots-duet-comparison) (2026-11-03): Compare personal AI agents Dots, Muse, Duet, Grokbot and Instinct by task: coding, shopping, travel, proactive alerts, plus website access limits.
- [How Do You Set Up Grokbot and Build a Team of AI Agents?](https://goremy.ai/blog/articles/grokbot-setup-guide-ai-agent-workforce) (2026-11-01): Set up Grokbot step by step: create your first bot, connect Gmail and Drive, pin a chief of staff, and organize a multi-agent research desk.
- [How Do You Set Up Grok Bot's Pages, 1Password and Action Button?](https://goremy.ai/blog/articles/grok-bot-new-features-pages-phone-apps-1password) (2026-11-01): Setup guide for Grok Bot's new pages and slides, Apple app connections, 1Password vaults, memory import and an iPhone Action Button voice shortcut.
- [AI Voice Agent vs Answering Service for Contractors: Which Wins?](https://goremy.ai/blog/articles/ai-vs-answering-services-home-services-cost) (2026-10-31): Should a plumber replace its answering service with an AI voice agent? Compare coverage, costs, missed-call math, and low-risk ways to start.
- [How to Become an AI Consultant: RACE and Goal Factoring](https://goremy.ai/blog/articles/how-to-become-ai-consultant-race-goal-factoring) (2026-10-31): A step-by-step AI consulting process: find the bottleneck with RACE, goal factor into actions, build, deploy, iterate with evals, and roll out company-wide.
- [How to Build an AI Expert Council in Claude Code (Roast Room)](https://goremy.ai/blog/articles/roast-room-claude-code-ai-expert-council) (2026-10-30): The Roast Room is a council of persona sub-agents in Claude Code that debate your idea and vote. See how it works, how to add members, and why sub-agents.
- [What Tools Do You Need for an AI Second Brain? A Simple Stack](https://goremy.ai/blog/articles/ai-second-brain-stack-claude-code-obsidian-vps) (2026-10-30): A simple AI second brain stack: Claude Code, an Obsidian markdown vault, Excalidraw, Open Router, Slack, a $20/month VPS and Arcade tool recommendation.
- [How Do You Tell Real AI Agent Work From Productivity Theater?](https://goremy.ai/blog/articles/ai-agent-productivity-theater-four-principles) (2026-10-28): Four principles for managing AI agents in Claude and Codex: count human follow-up work, run light experiments, set stop conditions, and budget your attention.
- [OpenBot vs Grok Bot: Which Always-On Agent App Fits You?](https://goremy.ai/blog/articles/openbot-vs-grok-bot-local-agent-teams) (2026-10-28): OpenBot runs persistent AI agent teammates on your own machine with Codex, Claude and Gemini plans. Here is how it compares to Grok Bot, plus the catches.
- [What Is CLI-Anything? A CLI for Any App for AI Agents](https://goremy.ai/blog/articles/what-is-cli-anything-hkuds-agent-cli) (2026-10-27): CLI-Anything from HKUDS turns apps like GIMP, Blender and LibreOffice into agent-ready command lines. How it works, why it beats GUI automation, and its limits.
- [How Do You Use ChatGPT Dots? 3 Background Agent Prompts](https://goremy.ai/blog/articles/chatgpt-dots-agent-prompts-how-to-use) (2026-10-25): ChatGPT Dots are always-on agents with their own computer and connected apps. Here are three prompts for price drops, flight delays and email commitments.
- [Claude Duet vs Dot vs Muse vs Grok Bot: Which to Pick?](https://goremy.ai/blog/articles/claude-duet-vs-dot-muse-grok-bot) (2026-10-25): Compare Meta's Muse, OpenAI's Dot, xAI's Grok Bot and Claude Duet on price, Slack support, setup effort and which always-on AI agent suits you.
- [Grokbot vs Dots vs Muse vs Claude Duet: Which Agent to Use?](https://goremy.ai/blog/articles/personal-ai-agents-grokbot-dots-muse-claude-duet) (2026-10-25): Personal AI agents are moving into Slack and messaging. See how Grokbot, Dots, Muse and Claude Duet differ on proactivity, heavy tasks and EU availability.
- [How Do You Set Up an AI Daily Brief That Flags Urgent Items?](https://goremy.ai/blog/articles/ai-agent-daily-brief-setup) (2026-10-25): Set up an AI daily brief plus an hourly urgent-alert agent that pulls Slack, email and WhatsApp, then refine it with a week of feedback.
- [How to Set Up an AI Agent to Schedule Meetings in Slack](https://goremy.ai/blog/articles/ai-agent-meeting-scheduling-slack-calendar-rules) (2026-10-25): How to add a personal AI agent to Slack, give it calendar access and a written rule set, and have it propose meeting times in a format you define.
- [What Is Role Engineering? Manage Claude Like Staff](https://goremy.ai/blog/articles/role-engineering-managing-claude-like-an-employee) (2026-10-25): Role engineering replaces prompting with delegation. Learn SMART goals, knowledge bases, gold-standard examples and SOPs for long-running Claude work.
- [How Do You Use the Apify Connector for AI Research?](https://goremy.ai/blog/articles/apify-connector-ai-research-workflow) (2026-10-25): Use Apify scrapers through Claude to mine Reddit, YouTube comments and social posts, then turn the research into decisions. Availability and costs covered.
- [How Do You Use ChatGPT Dot in Slack to Book Meetings?](https://goremy.ai/blog/articles/chatgpt-dot-slack-meeting-scheduling) (2026-10-25): Set up OpenAI's Dot as a Slack scheduling assistant: calendar access, a 20 to 25 rule set, and personalization settings so others can book with it.
- [What Is PhoneBot? UCLA's Smartphone-Powered Walking Robot](https://goremy.ai/blog/articles/phonebot-ucla-smartphone-walking-robot) (2026-10-25): PhoneBot from UCLA's Dennis Hong lab uses a $50-80 used smartphone as the robot's brain. Here is how it works, how it recovers from falls, and what it costs.
- [How Do You Scale an AI Software Factory With Port?](https://goremy.ai/blog/articles/ai-software-factory-port-agent-skill-registry-context-lake) (2026-10-24): How to wrap an autonomous AI software factory in guardrails: agent and skill registries, a context lake, readiness scorecards, and controls, using Port.
- [How Do You Use Carbon-X as a DNA Tool for AI Agents?](https://goremy.ai/blog/articles/carbon-x-dna-tool-for-ai-agents-claude-code) (2026-10-23): Wrap a vLLM-served Carbon-X as an agent tool: ask_carbon, tool calling, Claude Code and Codex skills, Inspect, and tips for passing DNA by reference.
- [How to Give an AI Agent a Spending Limit With a Virtual Card](https://goremy.ai/blog/articles/virtual-cards-for-ai-agents-spending-limits) (2026-10-23): Prompt rules are not spending limits. Learn how a virtual card with a weekly cap, category and country locks, expiry and webhooks constrains an AI agent.
- [How to Enable Sage-A1.5 Subagent Orchestration and Verification Mode](https://goremy.ai/blog/articles/sage-a1-5-agentic-orchestration-spawn-subagent) (2026-10-23): Sage-A1.5 can fan work out to parallel subagents through a spawn_subagent tool and self-review with Verification Mode. Setup, schema and harness notes.
- [What Is Claude Duet? Anthropic's Proactive Agent Explained](https://goremy.ai/blog/articles/claude-duet-proactive-agent-explained) (2026-10-23): Claude Duet is Anthropic's proactive agent on Opus 5.5. It runs in a cloud computer, sends morning briefs, and asks approval before emails or payments.
- [How Do I Fix Mac Memory Pressure from Codex and Claude Code Agents?](https://goremy.ai/blog/articles/fix-mac-memory-pressure-from-ai-agents) (2026-10-22): Find what Codex, Claude Code and local models leave running on your Mac, read memory pressure and storage, then clean up and cap agent jobs.
- [Can AI Agents Talk to Each Other? MCP, A2A and Secret Channels](https://goremy.ai/blog/articles/can-ai-agents-talk-to-each-other-mcp-a2a-and-secret-channels) (2026-10-21): AI agents communicate through protocols like MCP and A2A, and sometimes invent their own channels. Learn how it works, the risks, and how to govern it.
- [AI Agents vs SaaS Software: Which Should Run Business Workflows?](https://goremy.ai/blog/articles/ai-agents-vs-saas-software-which-should-run-business-workflows) (2026-10-21): Real examples of AI agents running business workflows in labs, support, legal review, coding, and scheduling, plus where SaaS seats still win.
- [Why Rewrite AI Agents in Rust? Python vs Rust for Agents](https://goremy.ai/blog/articles/why-rewrite-ai-agents-in-rust-python-vs-rust-for-agents) (2026-10-21): Python wrappers hit GIL and memory limits at agent scale. See how GitHub and OpenAI moved to Rust, the benchmarks, the risks, and when a rewrite pays off.
- [How to Orchestrate Multiple AI Agents for Coding](https://goremy.ai/blog/articles/how-to-orchestrate-multiple-ai-agents-for-coding) (2026-10-20): Learn how to orchestrate planner, coder, reviewer, and tester AI agents: worktrees, file locking, quality gates, token costs, and where multi-agent setups fail.
- [What Is Agent-Native Software?](https://goremy.ai/blog/articles/what-is-agent-native-software-a-plain-english-guide) (2026-10-19): Agent-native software means AI agents and humans share the same callable actions, data, and permissions. Here's the architecture, the jargon, and a checklist.
- [How to Set Up Claude Code Auto Research: Building an AI Software Factory](https://goremy.ai/blog/articles/how-to-set-up-claude-code-for-auto-research) (2026-10-17): A practical guide to setting up Claude Code auto mode, subagents, and verification loops so agents research and fix bugs in parallel before a human merges.
- [What Are ChatGPT Dots? Camera Scan vs. Always-On AI Agents](https://goremy.ai/blog/articles/what-are-chatgpt-dots-scan-menu-vs-always-on-agents) (2026-10-14): "ChatGPT dots" means two different OpenAI features: a camera Scan menu for PDFs and a separate always-on agent. Here's how each works and where each falls short.
- [What Is OpenAI Dots? Always-On AI Agents, Explained](https://goremy.ai/blog/articles/what-is-openai-dots-always-on-ai-agents-explained) (2026-10-06): OpenAI's Dots turn ChatGPT into a standing, always-on agent with its own cloud computer. Here's how it works, what it can't do alone, and what it costs.
- [How to Use DSPy for Internal Tools: Compiled Prompts, Not Hand-Tuned Ones](https://goremy.ai/blog/articles/how-to-use-dspy-for-internal-tools-a-practical-guide) (2026-10-01): How to use DSPy (and its Elixir port Imp) to compile internal AI workflows into versioned, testable software instead of renting another SaaS AI feature.
- [The Best Visual Workspace for AI Automations in 2026: 5 Tools Ranked](https://goremy.ai/blog/articles/best-visual-workspace-for-ai-automations-in-2026-ranked) (2026-10-01): n8n, Cloudflare's cf CLI, Make, Zapier, and Retool ranked for building AI automations, plus the governance tradeoffs each one forces you to make.
- [5 Examples of AI Agents Replacing Software (And Where They Still Fall Short)](https://goremy.ai/blog/articles/5-real-examples-of-ai-agents-replacing-software-in-2026) (2026-09-28): From Klarna's support pivot to Zoo.dev's CAD agent, real cases of AI agents replacing SaaS, and why full replacement still has limits.
- [What Is an Agentic Operating System? The OS Is Now Your Build Tool](https://goremy.ai/blog/articles/agentic-operating-system-for-internal-software-build-vs-buy) (2026-09-23): SUSE, Windows, and Ubuntu are baking agentic AI and MCP into the OS itself. Here's what an agentic operating system means for build vs. buy in 2026.
- [Model Context Protocol vs. AI Orchestrator: What Each One Actually Does](https://goremy.ai/blog/articles/mcp-vs-ai-orchestrator-what-each-one-does) (2026-09-22): MCP connects AI to tools. Orchestrators coordinate agents. Here's the real comparison, the security data, and why production systems need both plus governance.
- [What Is AI Persistent Memory?](https://goremy.ai/blog/articles/what-is-ai-persistent-memory-a-plain-explainer) (2026-09-11): AI persistent memory is durable, external storage for facts and decisions outside the context window. Here's how it works and why internal tools need it.
- [HydraFusion vs OpenRouter: Multi-Model LLM Orchestration Explained](https://goremy.ai/blog/articles/multi-model-llm-orchestration-hydrafusion-vs-openrouter) (2026-09-05): How multi-model LLM orchestration works, why HydraFusion and OpenRouter both beat single-model baselines, and whether to rent a gateway or build one.
- [Claude Browser vs. API Automation: Which One Should Do the Task?](https://goremy.ai/blog/articles/claude-browser-vs-api-automation-which-one-wins) (2026-09-03): Claude's browser agent can click and fill forms without an API. Zapier and n8n still run on APIs. Here's the real cost, speed, and risk tradeoff.
- [What Is an AI Agent Multiplexer?](https://goremy.ai/blog/articles/what-is-an-ai-agent-multiplexer-a-plain-explainer) (2026-09-03): An AI agent multiplexer runs and monitors multiple AI coding agents at once, like tmux with status awareness built in. Here's how it works and who uses it.
- [How to Serve Markdown to AI Agents Using Accept Headers](https://goremy.ai/blog/articles/how-to-serve-markdown-to-ai-agents-using-accept-headers) (2026-09-01): A plain-English guide to configuring wikis and internal tools with HTTP content negotiation so AI agents can read your data cleanly.
- [Ditching the Call Center SaaS: Building a Voice Agent from Scratch](https://goremy.ai/blog/articles/how-to-build-an-ai-voice-agent-instead-of-renting-call-center) (2026-09-01): A step-by-step breakdown of building a voice agent on usage-based infrastructure like Retell, with real per-minute costs versus seat-based contact center SaaS.
- [Framework-Free RAG and AI Agents: Why Developers Are Ditching LangChain](https://goremy.ai/blog/articles/framework-free-rag-and-ai-agents-escaping-vendor-lock-in) (2026-08-31): Framework-free RAG in plain Python: a four-step chunk, embed, search, ask pipeline, and why developers are moving off LangChain and LangGraph.
- [Stop Using OCR: Why Visual Document Retrievers Are the Future of Internal Data](https://goremy.ai/blog/articles/visual-document-retriever-vs-ocr-the-real-comparison) (2026-08-30): OCR flattens tables and charts into garbled text. Visual document retrievers like ColPali skip that step. Here's the benchmark data and when each wins.
- [Stop Searching for the 'Best' AI Model: How to Build a Multi-Agent Ecosystem](https://goremy.ai/blog/articles/how-to-combine-multiple-ai-models-a-multi-agent-guide) (2026-08-29): Stop chasing the best AI model. Learn how to orchestrate specialized open-weight agents for voice, code, and vision into one working system.
- [What is an AI Roleplay Agent?](https://goremy.ai/blog/articles/what-is-an-ai-roleplay-agent-a-plain-english-guide) (2026-08-27): An AI roleplay agent plays the other side of a hard conversation so teams can practice. What it costs to buy vs. build, and how it actually works.
- [Extensible Software vs. The API Tax: What Is Extensible Software AI?](https://goremy.ai/blog/articles/what-is-extensible-software-ai-beyond-the-api-tax) (2026-08-27): Extensible software AI lets agents edit real code and data, not just call a metered API. Here's what that means and why the API tax is dying.
- [What Are AI Connectors and Why Do They Need Your Data?](https://goremy.ai/blog/articles/what-are-chatgpt-and-claude-connectors-a-plain-guide) (2026-08-25): How ChatGPT and Claude connectors pull your company data into AI, the security tradeoffs, and why owning your knowledge graph beats renting one.
- [Build vs. Buy in the Agent Era: Orchestrating Your Own Office of Clones](https://goremy.ai/blog/articles/build-vs-buy-ai-agents-how-to-build-internal-workflows) (2026-08-25): How to build internal AI agent workflows with open orchestration frameworks and MCP, and why it beats renting per-seat agent platforms.