Local AI Models Are the Generator in the Garage
The Fable 5 access pause is a reminder that cloud AI is rented intelligence. Local models give builders a private, offline, resilient fallback layer for everyday work.
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Library · Case Studies
AI Automation
AI Automation
Case Studies & Field Notes.
Case studies, system breakdowns, and field notes from real builds. No theory, no demos. Only systems that run in production and what it took to get them there.
The Agent Super-App Race: Codex Sites, Cursor Canvases, DeepSeek V4, and Hermes
Codex Sites, Cursor Canvases, DeepSeek V4 pricing, Poke in Apple Messages, Microsoft Scout, and Hermes Desktop point to the same shift: agent work is moving into super-apps and shareable work surfaces.
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Hermes Agent Desktop Setup: Sessions, Profiles, Cron Jobs, and Real Use Cases
Hermes Desktop turns Hermes Agent into a real agent workspace: sessions, profiles, artifacts, skills, cron jobs, sub-agents, and practical workflows for builders.
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Build Your Own Local AI Agent Control Center
A public-safe prompt for building a local-first AI agent control center with Codex, Claude Code, Cursor, or another coding LLM, without exposing private data.
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Codex Sites: Build Apps That Work for You 24/7
Codex Sites is not just a one-prompt app builder. The real pattern is memory, safe actions, skills, save-gates, and proof loops that let agents operate internal tools.
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Codex for Every Role: OpenAI's Workflow Platform Is Taking Shape
OpenAI's Codex role-specific plugins, Sites, and annotations show the next agent shift: packaged workflows for sales, data, creative, product, finance, and internal apps.
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Codex Is Becoming the Work App Inside ChatGPT
OpenAI is pushing Codex beyond coding with role-specific plugins, Sites, annotations, and a deeper ChatGPT path. Here is what builders and operators should understand.
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AI Browsers Are Not the Future. Agent Workspaces Are.
AI browsers promised to put an assistant beside your tabs. Codex, Claude Code, and Claude Cowork suggest a bigger shift: task-based agent workspaces where the browser, files, tools, and review surface live together.
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AI Plugins Are Becoming the New Workflow Layer
AI plugins, MCP tools, and work plugins are becoming the workflow layer around AI agents. Here is how businesses should think about permissions, tools, review, and rollout.
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Agent Memory Is Becoming the New Business Knowledge Base
AI agent memory is becoming the new business knowledge base. Learn how memory differs from chat history, why agents forget work, and how small teams can structure context for better automation.
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Context Is the Product: What Karpathy Joining Anthropic Really Signals
Andrej Karpathy joining Anthropic is a signal that the next AI advantage is not just the model, but the context, memory, workflows, and research loops around it.
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The /goal Primitive: Why Codex, Claude Code, and Hermes Are Converging
Codex, Claude Code, and Hermes now share a /goal pattern: durable objectives, evaluators, stopping conditions, and safer long-running agent work.
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