Blog

Practical AI insights for small business owners. No hype: just honest advice on where AI fits, what to skip, and how to get started.

August 18, 2026·7 min read

AI Slop Is Real, But Let's Not Pretend the Internet Was Clean Before It

Everyone's talking about AI slop, but what about the bloated apps, predatory paywalls, and useless travel sites we've tolerated for years? Let's be honest.

August 11, 2026·7 min read

Running Out of Context: Why Your AI Session Has a Memory Limit and What to Do About It

AI sessions don't have unlimited memory. Learn what context limits actually mean, when you're hitting them, and why scoping to one project keeps your work sharp.

August 4, 2026·7 min read

AI Models vs. AI Harnesses: What They Are, How They Differ, and Why It Matters for Your Projects

Confused about the difference between an AI model and an AI harness? We break it down with plain language and concrete examples so you can build smarter.

July 28, 2026·7 min read

Why Context Is the Most Important Thing You Bring to an AI Conversation

AI tools are only as useful as the context you give them. Learn why context is the missing ingredient in most AI workflows, with practical examples.

July 20, 2026·7 min read

Field Notes: Three Workflow Tools I Shipped Last Week

A founder update on three tools from last week: a pay decoder for flight attendants, CRM upgrades for real estate agents, and an on-device order-taking app.

July 2, 2026·8 min read

AI Cold Calling in 2026: What Actually Works, What Doesn't, and the Best Tools Right Now

AI cold calling is no longer a gimmick — but it's not magic either. Here's an honest look at what the technology can actually do for outbound sales today.

June 24, 2026·7 min read

Agentic Workflows Explained: What They Are, How They Work, and Why Everyone's Talking About Them

Agentic AI workflows are changing how businesses automate complex tasks. Here's a plain-English breakdown of what they are and why they matter right now.

June 16, 2026·7 min read

AI Isn't Coming for Us — It's Coming for Our Hardest Problems

Forget the doomsday headlines. Here's a grounded look at the real ways AI is making lives better — and the bright future it can help us build.

June 8, 2026·7 min read

Coding Is Now Free. Your Domain Expertise Is Worth a Fortune.

AI has made unlimited coding nearly free. So what's actually scarce now? The deep domain knowledge that tells the code what to do. Here's why that changes everything.

June 2, 2026·8 min read

We Ran an AI Readiness Assessment on 10 Portland Businesses — Here's What We Found

Thought Spark AI assessed 10 Portland small businesses for AI readiness. Here's what we found — and what it means for yours.

May 21, 2026·7 min read

Private, On-Premise AI for Small Businesses: Keep Your Data Local and Cut the Subscription Costs

A local AI installation gives SMBs full data privacy and no recurring SaaS fees. Here's how it works, who it's right for, and what real installations look like.

May 19, 2026·4 min read

RAG vs. Fine-Tuning vs. Prompt Engineering: Which AI Customization Approach Actually Fits Your Problem

Not every AI problem needs RAG. Here's how to tell the difference between the three main customization approaches and pick the right one.

May 12, 2026·7 min read

5 Things I Wish I'd Known Before Using AI in Development

Hard-won AI development tips from a founder who learned the expensive way. Practical lessons on cost, tools, and workflow for small business owners.

May 5, 2026·7 min read

What AI Wishes You Knew About Working With It (Straight From the Source)

AI has a few things it wishes humans understood. From how to give better prompts to why context matters, here's what would make us better partners.

April 28, 2026·8 min read

How to Choose an AI Consultant: 7 Questions to Ask Before You Sign Anything

Hiring an AI consultant? Ask these 7 questions first. A practical guide to separating real expertise from hype — written by an AI consultant.

April 21, 2026·7 min read

5 Workflows Every Portland Small Business Should Automate with AI Right Now

Discover 5 AI automation workflows Portland small businesses can implement today to save 5+ hours a week. Practical tools, real results.

April 14, 2026·7 min read

Fractional AI Officer: Why Portland Businesses Are Hiring AI Strategy on a Retainer Instead of Full-Time

Portland businesses are closing the AI leadership gap with fractional chief AI officers — expert strategy at a fraction of the cost of a full-time hire.

April 7, 2026·7 min read

The Small Business Owner's Guide to AI in 2025: What's Actually Worth Your Time

Cut through the AI hype. Here's what AI can realistically do for your small business today — and what to skip — from a Portland-based AI consultant.

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