Business Use Cases5 min read
7 Business Use Cases You Can Build with Vibe Coding Right Now
Practical AI projects by team and function — from sales call summarizers to competitive intelligence trackers.
By Onil Gunawardana
Read
Articles
Opinionated, practical content on how AI changes the way products are built and businesses operate.
Vibe Coding9 min read
The Agent-First Development Paradigm: Why the Future of Software Is Built by Teams of AI
We went from writing code to describing code. Now we are going from describing code to describing outcomes — and letting agent teams figure out the rest.
By Onil Gunawardana
Vibe Coding12 min read
Inside OpenClaw: Gateway, Brain, Memory, Heartbeat, and Skills
Five components that turn an LLM into a persistent agent. Here is what each one does, how they interact, and where the architecture shines and struggles.
By Onil Gunawardana
Vibe Coding9 min read
Why OpenClaw Seems Magical: The Agent Framework That Changes How You Think About AI
It is not magic. It is architecture. But when you see an OpenClaw agent remember, adapt, and act on its own — magic is exactly what it feels like.
By Onil Gunawardana
Vibe Coding11 min read
Why Agent Teams Are More Powerful Than Single Agents
One agent is useful. A team of agents that coordinate, specialize, and challenge each other is transformational.
By Onil Gunawardana
Vibe Coding8 min read
Vibe Coding Tools Compared: Cursor, Claude Code, Windsurf, and GitHub Copilot
Four tools, four approaches. Here is how they actually differ — and which one fits your workflow.
By Onil Gunawardana
Vibe Coding10 min read
Why Building Agents That Use Skills Beats Using Skills Alone
A skill is a tool. An agent with skills is a colleague. The difference changes everything about how you build software.
By Onil Gunawardana
Vibe Coding7 min read
From Prototype to Production: When Vibe Coding Stops Being Enough
It gets you 80% of the way. Here is what the last 20% looks like — and what comes next.
By Onil Gunawardana
Vibe Coding6 min read
What Vibe Coding Actually Is, and Why It Matters for Business
Andrej Karpathy gave it a name. But the shift it describes has been building for years — and it changes who gets to build software.
By Onil Gunawardana
Business Use Cases7 min read
What Product Managers Need to Know About AI in 2025
You do not need to understand transformer architecture. You do need to understand these seven things.
By Onil Gunawardana
Business Use Cases7 min read
The Real Cost of AI Features: What Nobody Tells You Before You Ship
The API call is the cheap part. Here is where the money actually goes.
By Onil Gunawardana
Business Use Cases8 min read
AI Use Cases That Actually Work: Separating Signal from Noise
Forget the demos. Here are the AI applications that are shipping, scaling, and delivering measurable ROI.
By Onil Gunawardana
Vibe Coding7 min read
How AI Tools Are Changing Product Development
The biggest shift is not that AI writes code. It is that the people closest to the problem can now build the solution.
By Onil Gunawardana
Business Use Cases7 min read
Building AI Products Without a Data Science Team
The era of needing a PhD to ship an AI feature is over. The era of needing product judgment is just beginning.
By Onil Gunawardana
Business Use Cases8 min read
The Business Case for AI: What Most Executives Get Wrong
The best AI investments do not start with the technology. They start with the most expensive problem in the building.
By Onil Gunawardana
Business Use Cases8 min read
Why AI Products Fail: Lessons from the First Wave of Enterprise AI
Most AI products do not fail because of the model. They fail because nobody asked whether the problem was worth solving.
By Onil Gunawardana