Turning Ideas into Action with AI

I don't build because I'm chasing a big exit. I build because I can't not build.

Last Tuesday, I had an idea for a very niche budgeting app while brushing my teeth. By Thursday evening, I had a working prototype that I’ve been using in real life. Three days. From shower thought to shipped product.

That's the world we live in now.

Over the past few years, I've launched:

• A Chrome extension that clones your tone

• An AI meal planner (acquired after 8 months)

• A podcast on digital government (100+ episodes)

• A song-helper app for musicians

• A persona generator, public salary API, and many more

None of it would've happened without AI. Not because AI gave me ideas. Ideas are cheap. But because it gave me velocity. What used to take months now takes weeks. What took weeks now takes days.

The 3 Faces of AI

I this of the use AI in 3 core ways:

Writer: Drafts, outlines, headlines, and ideas.

Builder: Code, UI mockups, automations.

Coach: Feedback, strategy, blind spots, accountability.

Most people stop at "ask it a question." I use it to build a system that builds things.

Take my meal planner app. I spent 2 hours with Claude mapping out the user flow, generating recipe algorithms, and debugging the nutrition calculations. What would have been 3 weeks of research and development happened over a long lunch break. The app went on to create over 2,000 meal plans before it sold.

Writing with AI Without Sounding Robotic

I see this mistake everywhere: people publish AI's first draft and wonder why their content feels flat.

The 3 common AI content mistakes:

1. Vague prompts ("Write about productivity")

2. Copy/pasting the first draft

3. Publishing without a human touch

Here's what I learned after publishing hundreds of AI-assisted pieces: The 10-80-10 Rule.

• 10% = Craft a great prompt with context, tone, and specific outcomes

• 80% = Let AI draft the heavy lifting

• 10% = Personalize & polish with your stories, opinions, and voice

That last 10% is where your voice lives. It's where you add the Tuesday morning teeth-brushing moment. The specific user count. The feeling of hitting "publish" at 11:47 PM.

Don't skip it.

Never Run Out of Ideas Again

Writer's block used to paralyze me for days. Now it's extinct.

I use a simple Content Matrix:

• Pick a format (How-to, List, Framework, Story)

• Pick a topic (AI, leadership, productivity, etc.)

Feed both into ChatGPT with this prompt: "Generate a content matrix with [format list] as the columns and [topic list] as the rows. Complete unique ideas for each of the corresponding cells in the matrix."

Result: Endless content ideas in 30 seconds. Zero creative blocks.

My Podcast is 80% Automated

Here's the behind-the-scenes of Public Spark, my daily government innovation show:

🟢 Topic ideas: Google Alerts (set up once, runs forever)
🟡 Storage: Airtable (automatic organization of ideas)
🔵 Podcast Audio: NotebookLM Audio overviews
🟠 Titles & summaries: Claude (automated via n8n)
🟣 Upload: n8n (one-click distribution)
⚫ Hosting: PodHostApp (handles the technical stuff)

The result: 100+ episodes, 2,000+ downloads, built by a one-person team (me). Total weekly time investment: 15 minutes.

AI isn't replacing the creative work, it's eliminating the busy work so I can focus on the conversations that matter.

Share

AI as Coach: Brutally Useful

Want growth? Ask better questions.

Last month, I asked Claude: "Based on what you know about me, what are my top 5 blind spots as an entrepreneur?"

The response stung: "You overcommit to projects, avoid uncomfortable sales conversations, and chase shiny objects instead of doubling down on what works."

Brutal. Accurate. Transformative.

Within a week, I'd killed 3 side projects and focused on the meal planner that eventually got acquired.

Need clarity on messy thinking? Try my Framework Factory prompt:

"Here are my scattered thoughts about [topic]. Turn them into a memorable framework with a catchy name, 3-5 clear steps, and 1-2 real examples for each step."

AI won't just summarize your thoughts, it'll structure them into something you can teach, use, and remember.

Final Thoughts

The secret isn't the tools, it's the mindset:

• Build for yourself first (you're your ideal beta tester)

• Time-box everything (2 hours max for first attempts)

• Ship fast and messy (feedback beats perfection)

• Don't chase the unicorn (profitable is better than viral)

• Let your day job feed your creativity (constraints spark innovation)

Most importantly: You can just do things now.

That idea you've been sitting on? That app you think would take months? That content series you've been planning?

Stop planning. Start building.

Want to follow along as I build, break, and rebuild with AI? Subscribe or check out more here: dougkeefe.com