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ArchiveOct 9, 2026Est. 2025

Field Notes.

A working archive of how we think about AI agent systems, AI search, and the operating models that make companies hard to ignore.

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Oct 9, 2026
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2025

Field Notes Archive

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Glyph-field title card on dark carbon: dense playbooks texture glowing purple, article title "Who Fixes Your AI Agent When It Stops" on staggered dark slabs.
Playbooks

When software automates customer conversations, invoice processing, or intake qualification, it feels like permanent leverage. A repetitive administrative task that used to consume twenty hours a...

Kurt Fischman, Founder of Machine-likeKurt FischmanOct 9, 2026
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Glyph-field title card on dark carbon: dense workflows texture glowing cyan, article title "How Agencies Can Automate Customer" on staggered dark slabs.
Workflows

How Agencies Can Automate Customer Reporting

Ask any agency founder what happens during the first five business days of a new month, and they will describe the same scene. Account managers stop optimizing campaigns, strategists cancel planning...

Kurt Fischman, Founder of Machine-likeKurt FischmanOct 8, 2026
Glyph-field title card on dark carbon: dense workflows texture glowing green, article title "How to Automate Overdue Invoice Reminders" on staggered dark slabs.
Workflows

How to Automate Overdue Invoice Reminders

Most small-business owners discover automated collections after a painful cash crunch. You look at an accounts receivable aging report, realize that 30% of your billings are sitting past due, and...

Kurt Fischman, Founder of Machine-likeKurt FischmanOct 7, 2026

Showing: AI Agents

10Jun 2026
AI Agents

AI Agents vs Chatbots: Buy by Failure Mode, Not Feature List

> AI agents and chatbots differ by what they produce: a chatbot produces conversation, answering questions inside a contained exchange, while an AI agent produces actions, completing multi-step work...

Kurt Fischman · Jun 10, 2026

27May 2026
AI Agents

AI Agent System vs Chatbot: The Structural Difference

> An AI Agent System is a productized operational layer that owns a workflow end-to-end. A chatbot is a conversational interface that handles one turn of dialogue at a time. The difference is...

Kurt Fischman · May 27, 2026

26May 2026
AI Agents

What is an AI Agent System?

An AI Agent System is the productized operational layer that wraps one or more AI agents, the governance that controls them, and the integrations that connect them to a company's real workflows....

Kurt Fischman · May 26, 2026

15Apr 2026
AI Agents

Agentic AI vs AI Agents: What the Distinction Actually Means

AI agents are discrete software entities that use large language models to plan, execute, and iterate on tasks autonomously, while agentic AI is the architectural paradigm describing any system...

Kurt Fischman · Apr 15, 2026

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