Articles by Grizzly Peak Software

LangExtract brings schema enforcement, source grounding, and multi-pass extraction to any LLM. Here's how to build a real PDF intelligence pipeline.

I built an open-source EPUB reader in one night using Claude Code — drag, drop, read, and analyze your book before it goes live.

Frameworks hide the loop. This tutorial builds a working Python AI agent in 50 lines, then adds a tool registry, memory, and multi-agent patterns.

Last month I was looking at my analytics for AutoDetective.ai and noticed something I wasn't expecting. A non-trivial chunk of referral traffic was coming...

I almost killed myself with a roof beam.

Most developers build one product at a time and market it in isolation. I know because I did this for years and it's an incredibly inefficient way to...

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...

My neighbor Carl sells firewood.

Consulting dropped to 15% of my revenue. Digital products, API services, and AI-amplified SaaS filled the gap. Here's the full breakdown.

I scaled a site from 800 to 20,000 indexed pages. Google punished the thin ones and rewarded the rest. Real traffic, revenue, and infrastructure costs inside.

Let me tell you about a grizzly bear.

Last February, in the dead of an Alaskan winter, my battery bank voltage dropped to 11.2V at 3 AM. The inverter alarm woke me up. It was -28°F outside...

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.

I published a technical book about training large language models. Not a pamphlet — a real book with working code examples, architecture diagrams, and...

Portless by Vercel Labs replaces localhost port numbers with stable named URLs. Here's how it works, who it's for, and why AI coding agents care about it.

I hit a wall in October 2024. Not a metaphorical wall — a real, physical, I-can't-get-out-of-bed wall. My hands were shaking from too much caffeine. I was...

I lost power for three days last January.

I built a job board because I kept getting the same email.

My cabin in Caswell Lakes, Alaska runs on solar panels and a battery bank. During the winter, when we get about five hours of usable daylight and...

I live with bears. Not metaphorically. Not in the cute "I saw a bear once at a national park" sense. I mean I walk to my truck in the morning and check...