Articles by Grizzly Peak Software

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.

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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.

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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.

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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.

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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.

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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...

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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...

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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.

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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...

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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...

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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...

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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...

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From Burnout to 3 Products Live: My 6-Month Rebuild Story
Business
From Burnout to 3 Products Live: My 6-Month Rebuild Story

Six months ago, I couldn't write a single line of code without feeling like the walls were closing in. I'd sit down at my desk, open my editor, stare at...

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The Death of Traditional IDEs? My 2026 Stack Reveal
AI
The Death of Traditional IDEs? My 2026 Stack Reveal

I haven't opened IntelliJ in six months. I haven't touched WebStorm since October. The last time I launched a full-fat IDE with a project wizard, a...

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Software Engineering After 50: AI Made Me Faster, Not Obsolete
Career
Software Engineering After 50: AI Made Me Faster, Not Obsolete

I turned 52 this year. I've been writing code professionally since I was 19. That's 33 years of shipping software, watching paradigms come and go, and...

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Nature-Inspired Algorithms: What Grizzly Foraging Taught Me About Search Optimization
Software Engineering
Nature-Inspired Algorithms: What Grizzly Foraging Taught Me About Search Optimization

I watch grizzly bears forage almost every week during the warmer months. Living in Caswell Lakes, Alaska, that's not a choice — it's just what happens...

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The Annoying Things Copilot Still Inserts (And How to Kill Them Permanently)
AI
The Annoying Things Copilot Still Inserts (And How to Kill Them Permanently)

I like GitHub Copilot. I genuinely do. It saves me time every single day. But there are moments — and they happen more often than I'd like to admit —...

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Remote Work in Alaska: Challenges and Hacks for Reliable Internet
Career
Remote Work in Alaska: Challenges and Hacks for Reliable Internet

The first time my internet went out during a production incident, I was standing on my porch at 2 AM in negative thirty degrees, brushing snow off a...

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Career Advice I Wish I Had at 40 (From a 52-Year-Old Coder)
Career
Career Advice I Wish I Had at 40 (From a 52-Year-Old Coder)

I turned 40 in 2014. Obama was in office, Docker was barely a year old, and I was deep into a career trajectory that I thought was going exactly where it...

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Claude Code Quality Drops: 6 Fixes That Actually Work (2026)
AI
Claude Code Quality Drops: 6 Fixes That Actually Work (2026)

Your Claude session started great and now it's writing junior-level code. Here's why it happens and 6 practitioner-tested fixes to get quality back.

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