Articles by Grizzly Peak Software

AI agents produce nearly every book my publishing company ships. The one job they never touch reveals the real bottleneck in agent autonomy.

Six months after leaving Cursor for VS Code and Claude Code: the honest before and after, real tradeoffs, and who should actually switch.

There is no MCP memory coherence protocol. There is a 50-year-old distributed systems problem, and four patterns that actually fix it.

Postman went account-gated and pricey. Bruno keeps your API collections as git-friendly files. Here is which client to pick in 2026.

A bare node server.js dies with your SSH session or the first crash. How PM2 restarts it, survives reboots, and when to reach past it.

Grok 4.5 just reset xAI's pricing. Every model's real cost, the tool fees nobody mentions, and a formula to estimate your monthly bill.

Your real LLM bill is a multiple of the per-token price you compared. The five hidden costs that decide it, and the one number worth measuring.

Truffle and Ganache are dead. Here's the Solidity stack that replaced them in 2026 and why Foundry became the default for serious teams.

AI agents are not the top of the stack. The next abstraction layer is systems that own outcomes instead of executing tasks. Here's the ladder.

The bottleneck isn't the model anymore. It's your attention. Why I stopped prompting AI agents and started engineering loops that run without me.

AI made individuals faster and team delivery flat. Here are the engineering disciplines that separate teams that ship from teams that drown.

We built an AI tool that translates cuneiform tablets from a single photo in about fifteen seconds. Here is how and why a book publisher made it.

Google's Workspace CLI hit v0.22 fast. Here's how to actually set it up, what changed with MCP, and where it fits in a real agentic stack.

Most "learn AI" advice targets ML researchers, not engineers who ship. Here's the actual roadmap for developers building with AI in 2026.

I ranked for my target query and traffic exploded. Then I checked engagement and realized SEO wins are not the same as business wins.

Anthropic killed OpenClaw access overnight. Here is why every production agent needs a multi-LLM architecture you control.

Grok 4.20 starts at $2/M tokens with a 2M context window. Here's a complete breakdown of xAI's pricing tiers, tools costs, and how it stacks up against GPT and Claude.

ChatGPT's free tier runs GPT-4o Mini, not GPT-5. Here's what that means for quality and how it stacks up against free tiers from Claude, Gemini, and Grok.

A working list of every major AI API that offers free credits or a free tier in 2026. Token limits, rate caps, and what you can actually build.

PromptChan's free tier has changed multiple times. Here's exactly what you get for free, what costs money, and whether the paid plan is worth it.