What Is OpenAI Dots? Always-On AI Agents, Explained
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.
AI News & Models
AI Agents & Automation
AI agents and automated workflows that run without you, including always-on background agents.
67 articles · Updated Nov 13, 2026
Most read by people in Engineering, Operations and Executives.
How to Use DSPy for Internal Tools: Compiled Prompts, Not Hand-Tuned Ones
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.
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The Best Visual Workspace for AI Automations in 2026: 5 Tools Ranked
n8n, Cloudflare's cf CLI, Make, Zapier, and Retool ranked for building AI automations, plus the governance tradeoffs each one forces you to make.
best visual workspace for AI automationsn8n vs Zapier vs MakeCloudflare cf CLI
5 Examples of AI Agents Replacing Software (And Where They Still Fall Short)
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.
AI agents replacing softwaremulti-agent workflowsAI replacing SaaS
What Is an Agentic Operating System? The OS Is Now Your Build Tool
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
MCP connects AI to tools. Orchestrators coordinate agents. Here's the real comparison, the security data, and why production systems need both plus governance.
Model Context Protocol vs AI OrchestratorMCP vs orchestratorwhat is MCP
What Is AI Persistent Memory?
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.
AI persistent memoryAI agent memorycontext window
HydraFusion vs OpenRouter: Multi-Model LLM Orchestration Explained
How multi-model LLM orchestration works, why HydraFusion and OpenRouter both beat single-model baselines, and whether to rent a gateway or build one.
multi model llm orchestrationOpenRouterHydraFusion
Claude Browser vs. API Automation: Which One Should Do the Task?
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.
claude browser vs api automationClaude for Chromebrowser agent automation
What Is an AI Agent Multiplexer?
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.
AI agent multiplexertmux for AI agentsClaude Code multiple agents
How to Serve Markdown to AI Agents Using Accept Headers
A plain-English guide to configuring wikis and internal tools with HTTP content negotiation so AI agents can read your data cleanly.
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Ditching the Call Center SaaS: Building a Voice Agent from Scratch
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.
how to build an ai voice agentai voice agent costretell ai pricing
Framework-Free RAG and AI Agents: Why Developers Are Ditching LangChain
Framework-free RAG in plain Python: a four-step chunk, embed, search, ask pipeline, and why developers are moving off LangChain and LangGraph.
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Stop Using OCR: Why Visual Document Retrievers Are the Future of Internal Data
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.
visual document retriever vs ocrColPaliOCR alternative
Stop Searching for the 'Best' AI Model: How to Build a Multi-Agent Ecosystem
Stop chasing the best AI model. Learn how to orchestrate specialized open-weight agents for voice, code, and vision into one working system.
how to combine multiple AI modelsmulti-agent AI systemsAI model orchestration
What is an AI Roleplay Agent?
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.
AI roleplay agentAI roleplay trainingbuild vs buy AI agent
Extensible Software vs. The API Tax: What Is Extensible Software AI?
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.
extensible software AIwhat is extensible softwareAI agents software integration
What Are AI Connectors and Why Do They Need Your Data?
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
How to build internal AI agent workflows with open orchestration frameworks and MCP, and why it beats renting per-seat agent platforms.