Articles by Grizzly Peak Software
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 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 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 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 ArticleJob 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 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 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 ArticleSwitching 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 ArticleAurora 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 ArticleWildlife 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 ArticleMaking AI Chatbots Smarter with Retrieval-Augmented Generation
In this insightful article, we delve into the innovative journey of developing a state-of-the-art financial advisor chatbot, powered by the synergy of Retrieval-Augmented Generation (RAG) and OpenAI's GPT-4.
Read ArticleDeveloping an AI-based product using GPT-3
This article is about my experience creating an MVP for Stormynight.ai, an AI-based application that aims to eradicate writer's block from the face of the Earth. It talks about how the GPT-3 API helped relieve the problem. It also goes into detail about how this led to the idea of StormyNight.ai, an AI program that creates story ideas.
Read ArticleMicroservices as building blocks for AI
Some ideas about how microservices could be used to compliment and be a part of an AI neural network.
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