Articles by Grizzly Peak Software
From Tech Burnout to Alaskan Adventures: Rethinking Work-Life Balance with Agentic Workflows
I'm writing this from a cabin in Alaska.
Read Articleo1 Pro Mode s Massive Context Window: Building 50k-Token Enterprise Specs Without Crashing
Last month I tried to feed an entire microservices architecture spec into GPT-4. The spec was about 38,000 tokens — not even that big by enterprise...
Read ArticleBuilding Publicly in Harsh Winters: Tools That Keep Me Productive
Last January, the temperature at my cabin in Caswell Lakes hit negative 42 degrees Fahrenheit. The diesel generator ran nonstop. My Starlink dish had so...
Read ArticleAI Diagnostics Go Off-Road: Applying Car Tech to Outdoor Gear and Survival Tools
The idea started as a joke.
Read ArticleWhy I am Betting Against Claude for Enterprise in 2027 (Hot Take + Evidence)
I use Claude every day. Claude Code is my primary development tool. I built a job classifier with Claude Haiku that processes hundreds of job listings...
Read ArticleClaude Artifacts vs. Copilot Workspace: Which Wins for Rapid Prototyping in 2026?
Last Tuesday at 11 PM, I had an idea for a small tool — a dashboard that pulls job posting stats from my Grizzly Peak Software job board and shows hiring...
Read ArticleAI-Powered Side Hustles for the Over-50 Dev: Lessons from 30+ Years in Code
There's a narrative in tech that experience is a liability. That the industry belongs to 25-year-olds grinding 80-hour weeks on energy drinks and novelty....
Read ArticleMultimodal AI Wins: Using Vision Models to Debug UI Screenshots Automatically
Last Tuesday at 11 PM, I was staring at a bug report from a user of my AutoDetective.ai site. The report said "the results page looks broken on mobile."...
Read ArticleBuilding AI SaaS in 24 Hours: Wild Experiments with $0 Marketing Budgets
I have a problem. Every time I get an idea for a tool I think is interesting, I want to build it immediately. Not plan it. Not validate it extensively....
Read ArticleMicro-SaaS Ideas for Fitness-Focused Devs: Building a Workout Log with an AI Coach
I've been lifting weights for almost 30 years. Not competitively — just consistently. Three to four days a week, every week, through career changes...
Read ArticlePrompt 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 ArticleLow-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 ArticleAvoiding 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 ArticleCoding 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 ArticleFrom 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 ArticleProgrammatic 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 ArticleAI 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 ArticleHomesteading 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 ArticleChain-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 ArticleMental Health Tools for Devs: Apps and Habits That Actually Work
I almost didn't write this article.
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