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Vibe Coding for Business Professionals: Build Solutions Without Bureaucracy

  • ukrsedo
  • Nov 3, 2025
  • 3 min read

Updated: 2 hours ago

Enterprise workflow automation used to require either software developers or specialist RPA teams. The emergence of AI-assisted development has changed that equation.

Today, business professionals with deep process knowledge—but little formal programming experience—can design surprisingly sophisticated automations by combining domain expertise with conversational AI. This emerging approach has become known as vibe coding. After building more than a dozen procurement workflows in Power Automate, I realized that this is exactly what I had been doing.


What happened before: RFx QA Suite in Power Automate

Arguably, one of the most outdated and disorganized processes is the RFx Q&A exchange between procurement, vendors, and internal SME respondents.

To address it, I embarked on the development of a suite of subprocesses with the usual toolkit of ChatGPT, SharePoint, Outlook, and Power Automate, and three calendar weeks after (or, perhaps, 40-50 man-hours), I got this sweet triplet of interconnected subprocesses:

Flowchart with nodes titled Process Map on the left; metrics on the right show Case count: 61, Variant count: 3, Event count: 3496, Activities: 31.
RFx QA Response Subprocess

Process map shows a flowchart with metrics: 280 cases, 41 variants, 10,000 events. Top variants are listed with green bars indicating counts.
RFx Question Distribution Subprocess.

Process map with flowchart. Metrics: Case count 177, Variant count 92, Event count 9013, Activities 95. Top 10 variants chart shown.
RFx Question Distribution Subprocess

All three formed the following logic:

Flowchart of the Integrated RFx Q&A Workflow showing steps from supplier uploading a Q&A form to sending a response summary to the supplier.
RFx QA Process Suite Flowchart

Other than spending a whole work week on them, I can share a few more KPIs:

  • Over 200 actions in three subprocesses.

  • Over 500 flow runs (mainly due to debugging)

  • An expected time saving of 0.4 FTE during the year.


The video story of the same:

Vibe Coding: The Art of Building Complex Flows That Make Sense

The term vibe coding was introduced by Andrej Karpathy in early 2025 and popularized through IBM’s Think platform. It describes a new kind of programming that relies less on explicit logic and more on intuition, context, and intent — a form of “coding by vibe” where the developer guides AI tools through subtle cues, examples, and patterns rather than rigid instructions.


In Power Automate, vibe coding takes on a tangible form. It’s the practice of designing complex flows not as static sequences of actions but as living systems that reflect how decisions unfold in real operations. You don’t just build a process — you ideate, conduct, and debug it.


A well-vibe-coded flow is recognizable at a glance:

  • Scopes and variables form a clean visual hierarchy.

  • Expressions follow conversational logic instead of over-engineering.

  • Audit trails, routing, and fail-safes are readable like prose.


Don't expect it to be as easy as AI text-to-speech or even prompting. You need to be a Business Analyst, Process Architect, and Debugging Specialist, and gradually steer the development process when ChatGPT starts running sideways or looping endlessly (which isn't always obvious).


Large enterprise automations — with 500+ actions, 9-level nested scopes, and parallel branches — are achievable with Vibe Coding. Despite the multiple challenges I previously wrote about, you can still manage them with reasonable effort.


Zero Bureaucracy, Compliance by Confidence


One unexpected consequence of AI-assisted automation is that it encourages people to question every approval, handoff, and manual activity before automating it. In practice, vibe coding often becomes an exercise in removing bureaucracy rather than digitizing it.


In times when Zero Bureaucracy becomes the government's strategy, Vibe Coding can be the way to fulfill bold declarations and truly embrace AI.


When you design a Power Automate flow “by vibe,” you question every loop, every approval, every control that doesn’t add meaning. Instead of hardcoding authority layers, you embed logic that explains why a decision is made. Each branch in the flow represents intent, not just legacy.


In that sense, vibe coding is Zero Bureaucracy expressed in code.

  • Minimalism: Only essential logic survives.

  • Trust: Automation handles the routine; people handle the exceptions.

  • Transparency: The flow reads like a narrative, not a maze.

What we get is the "compliance by confidence". Spend a week vibe coding, and you're going to feel it.

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