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Tips, guides, and insights on AI teammates, smarter support, and building better teams.

LongCat 2.0: inside Meituan's 1.6T open-weight model
LongCat 2.0 is Meituan's MIT-licensed 1.6T MoE model, priced at $0.30 per million input tokens. I read every primary source to see what actually ships.

Pangram pricing in 2026: plans, credits, and API rates
Every Pangram price, allowance, and feature gate in one place, plus the credit-unit change that quietly halved the word ceilings on both paid plans.

Pangram 4 alternatives: 5 AI detectors compared
Five Pangram 4 alternatives, compared on what each vendor will actually put in writing: accuracy, false-positive rate, billing unit, API access and free tier.

Pangram 4 review: what the 1-in-24,000 claim really means
A hands-on Pangram 4 review from someone who runs every blog draft through it. The accuracy is real, the headline false-positive number is narrower than it looks.

How to use the DeepSeek V4 Flash API (with real code)
A working guide to the DeepSeek V4 Flash API: the base URL swap, thinking mode, tool calls, caching, and the five parameters that fail silently.

DeepSeek V4 Flash vs Kimi K3: which one should you run?
One model costs 29 times more per task than the other. I went through every published number on both, and the interesting part is the option in the middle that nobody should buy.

DeepSeek V4 Flash vs GPT-5.6: which one do you build on?
DeepSeek V4 Flash vs GPT-5.6 on August 2026 numbers. The real fight is Flash against Luna, intelligence is a tie, and the deciding factors are speed, vision and data.

AI for order tracking support: how to handle WISMO without burning out your team
WISMO queries make up 20-40% of ecommerce support tickets and cost $5-22 each to handle. Here's how AI resolves them in under 10 seconds and stops the burnout cycle.

A complete overview of Gorgias AI: Features, pricing, and limitations in 2026
Thinking about using Gorgias AI for your Shopify store? This guide breaks down everything you need to know, from its core features and automation capabilities to its per-automated-interaction pricing and key considerations for implementation. Learn how it can be a great fit for your team.
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