Articles by Grizzly Peak Software

o1 Pro Mode s Massive Context Window: Building 50k-Token Enterprise Specs Without Crashing
AI
o1 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...

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The Night Claude Got Dumber: What Happened to Model Performance and Fixes
AI
The Night Claude Got Dumber: What Happened to Model Performance and Fixes

It was 11 PM on a Tuesday, and I was in the middle of a productive Claude Code session — refactoring the job board on Grizzly Peak Software — when...

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10 Prompts That Turn Claude into a Full-Stack Gumroad Factory Agent
AI
10 Prompts That Turn Claude into a Full-Stack Gumroad Factory Agent

Last month I shipped three digital products on Gumroad in a single weekend. Not garbage products — actual useful things that people are buying. A prompt...

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Why Gemini Flash 2.0 Just Became My Daily Driver (Benchmarks + Real Builds)
AI
Why Gemini Flash 2.0 Just Became My Daily Driver (Benchmarks + Real Builds)

I'll admit it — I have a model loyalty problem. For the past year, I've defaulted to Claude for nearly everything. Writing articles, debugging code...

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Claude Artifacts vs. Copilot Workspace: Which Wins for Rapid Prototyping in 2026?
AI
Claude 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...

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Building AI SaaS in 24 Hours: Wild Experiments with $0 Marketing Budgets
AI
Building 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....

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Copilot vs. Claude: 2026 Predictions and Hacks for Enterprise-Level Coding
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Copilot vs. Claude: 2026 Predictions and Hacks for Enterprise-Level Coding

Let me start with the take that will probably annoy people: GitHub Copilot is going to dominate enterprise development by mid-2026, and if you're building...

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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...

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AI-Powered Side Hustles for the Over-50 Dev: Lessons from 30+ Years in Code
AI
AI-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....

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Making AI Chatbots Smarter with Retrieval-Augmented Generation
AI
Making 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.

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Developing an AI-based product using GPT-3
AI
Developing 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.

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Microservices as building blocks for AI
AI
Microservices 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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