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.

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.

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.

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.

Not every AI model deserves your attention. Here's a no-nonsense tier ranking based on real-world coding, writing, and reasoning performance.

I pay for four AI subscriptions and tested nine more. Here's which ones earn their monthly fee and which ones you can skip.

Mistral Pro is $14.99/mo with a 150-message soft cap. Here's what the free tier actually gives you and what the API costs per token.

I replaced my inference backend with DigitalOcean's serverless API and GPT-oss-120b. Here's how I wired it into a Node.js app and what I learned.

Claude, ChatGPT, and Gemini all handle usage limits differently now. Here's what each tier actually gives you and when you'll hit the wall.

Groq API free tier limits in 2026: exact RPM, RPD, TPM, and TPD for every model including Llama 3.3, Llama 4 Scout, and Whisper.

Two malicious LiteLLM versions hit PyPI for a few hours. They tried to steal your API keys. Here's what happened and what to do about it.