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AI Agents: The Future of Work Is Already Here

By Mack GrissomFebruary 10, 2026·2 min read

AIAgentsFuture of Work

Inspect the projects and evidence behind the writing

The conversation around AI has shifted fast. A year ago people were asking "will AI replace my job?" Now the question is "how do I work alongside AI agents?" And honestly, most people weren't ready for how quickly that switch happened.

What Are AI Agents?

Simple chatbots answer questions. Copilots help you while you work. Agents are different. They plan, execute multi-step tasks, use tools, and iterate on their own output. The difference is like asking someone a question versus handing them an entire project and saying "figure it out."

Tools like Claude, Devin, and custom agent frameworks are already handling tasks that used to take developers hours. Debugging codebases, deploying features with tests, writing documentation. Real work, not demos.

Workflows to evaluate

Possible uses to evaluate in a scoped project include:

Code generation and review: Agents write initial implementations while I focus on architecture decisions
Data analysis: Preparing analysis for review, using data the workflow is authorized to access
Content automation: Agents draft documentation, API specs, and marketing copy from technical briefs
Testing: Drafting test cases for an engineer to review and run; generated tests do not establish comprehensive coverage

The New Developer Skillset

The developers doing well right now aren't the ones who memorize syntax. They're the ones who can effectively direct AI agents. The skills that actually matter:

Prompt engineering: Knowing how to communicate intent clearly to AI systems
System design: Understanding architecture well enough to validate what agents produce
Quality judgment: Knowing when AI output is good enough versus when it needs a human touch
Tool selection: Picking the right AI tool for the right task

Where This Is Going

AI agents aren't replacing developers. They're creating a new tier of incredibly productive professionals who leverage AI to deliver at a pace that wasn't possible before. The question for everyone right now is how fast you can integrate them into your workflow.

Put this to work in your business.

Describe one workflow you want to improve, or an AI system you need to review. Start with a scoped brief, a useful outcome, and a way to measure it.

Scope a useful first step

Prices are published: audits from $299, automations from $1,500.

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