Articles by Grizzly Peak Software

Prompt Engineering for Alaskan Winters: Offline-First AI Tools That Work Without Internet
AI
Prompt Engineering for Alaskan Winters: Offline-First AI Tools That Work Without Internet

Last January, a snowstorm knocked out my internet for four days. Not four hours — four days. The satellite dish on the roof of my cabin in Caswell Lakes...

Read Article
Coding by Northern Lights: My Alaskan Remote Setup Tour
Career
Coding by Northern Lights: My Alaskan Remote Setup Tour

Last Tuesday at around 10 PM, I was debugging a database migration while the sky outside my office window turned green.

Read Article
Avoiding Ageism in Tech: Building Proof via Public Projects
Career
Avoiding Ageism in Tech: Building Proof via Public Projects

Last year I applied for a contract role at a company that shall remain nameless. The recruiter was enthusiastic on the phone. My experience matched...

Read Article
From Zero to MVP: 12-Hour Build Using Only Free-Tier LLMs in 2026
AI
From Zero to MVP: 12-Hour Build Using Only Free-Tier LLMs in 2026

I wanted to see if it was possible to build something genuinely useful — not a toy, not a demo, an actual tool someone would pay for — using nothing but...

Read Article
AI Content for Programmatic Sites: Avoiding Google Penalties in 2026
AI
AI Content for Programmatic Sites: Avoiding Google Penalties in 2026

I've had pages deindexed. I've had AdSense applications rejected. I've watched a site go from 8,000 indexed pages to 4,000 in a single week — and then...

Read Article
Programmatic SEO on a Shoestring: How I Indexed 10K Pages and Monetized with AI
AI
Programmatic SEO on a Shoestring: How I Indexed 10K Pages and Monetized with AI

Let me tell you about a project that went from idea to 8,000+ Google-indexed pages in under a month — running on a $5 server, built by one engineer...

Read Article
Job Hunting in 2026: AI-Optimized Resumes and Portfolios That Actually Work
AI
Job Hunting in 2026: AI-Optimized Resumes and Portfolios That Actually Work

Nobody tells you this, but most resumes in 2026 are read by machines before they're read by humans.

Read Article
Homesteading as Burnout Therapy: Building Cabins & Code
Career
Homesteading as Burnout Therapy: Building Cabins & Code

Three years ago, I was sitting in a rental in Boise, staring at a terminal, and feeling absolutely nothing.

Read Article
Chain-of-Thought vs. Agent Loops: Speed Tests on Real SaaS Features
AI
Chain-of-Thought vs. Agent Loops: Speed Tests on Real SaaS Features

I've been building SaaS features two different ways lately, and the performance gap between them is wider than I expected.

Read Article
Low-Effort Passive Income: AI-Generated Niche Sites (An Honest Assessment)
Business
Low-Effort Passive Income: AI-Generated Niche Sites (An Honest Assessment)

I've been building websites since the late 1990s. Back then, "passive income" meant building a site about digital cameras, stuffing it with affiliate...

Read Article
Why Estimating AI Project Costs Is Still a Mess in 2026 (And How to Get It Right)
AI Integration & Development
Why Estimating AI Project Costs Is Still a Mess in 2026 (And How to Get It Right)

Estimating AI project costs is harder than it looks. Learn why token costs compound, what self-hosting really costs, and how to build budgets that hold up.

Read Article
Building Community in Remote Alaska: Online and In Real Life
Career
Building Community in Remote Alaska: Online and In Real Life

There's a particular kind of silence that happens at 9 PM in Caswell Lakes, Alaska in January. It's negative thirty outside. The aurora is doing something...

Read Article
The Hidden Revenue Streams in Tech Writing: From Amazon Books to Affiliate Empires
Business
The Hidden Revenue Streams in Tech Writing: From Amazon Books to Affiliate Empires

Let me be honest about the Amazon book sales first: they were meager.

Read Article
Switching from Cursor to VS Code + Claude: Productivity Before/After
AI
Switching from Cursor to VS Code + Claude: Productivity Before/After

I used Cursor for about four months. I was a paying customer. I evangelized it to friends. I thought it was the future of how we'd write software.

Read Article
52-Week Indie Challenge: One Revenue Experiment Per Week
Business
52-Week Indie Challenge: One Revenue Experiment Per Week

I woke up on January 1st, 2026, with a hangover and an idea. What if I spent the entire year running one small revenue experiment per week? Not building...

Read Article
Aurora Photography Meets AI: My Workflow for Capturing and Editing the Northern Lights in Alaska
AI
Aurora Photography Meets AI: My Workflow for Capturing and Editing the Northern Lights in Alaska

Last February I stood outside my cabin at 2 AM in minus thirty degrees, watching the sky do something that no monitor has ever accurately reproduced. The...

Read Article
My 2026 AI Tool Tier List: Free > Premium > Must-Pay
AI Integration & Development
My 2026 AI Tool Tier List: Free > Premium > Must-Pay

I've spent more on AI tools than groceries in the last 18 months. In Alaska, that's a lot of milk. Here's what actually earned its keep — and what was a waste.

Read Article
Building a Survival Gear Diagnostic AI Agent (Alaska-Inspired Extension of AutoDetective)
AI
Building a Survival Gear Diagnostic AI Agent (Alaska-Inspired Extension of AutoDetective)

I built AutoDetective.ai to help people diagnose car problems. Type in your symptoms — weird noise from the engine, check engine light, rough idle — and...

Read Article
Wildlife Photography Meets Computer Vision: Experiments from an Alaskan Cabin
AI
Wildlife Photography Meets Computer Vision: Experiments from an Alaskan Cabin

I have a trail camera problem. Specifically, I have fourteen trail cameras scattered across the woods around my cabin in Caswell Lakes, Alaska, and every...

Read Article