Observations on the world and its inhabitants
OpenWebUI has been active in updating its software. Each upgrade makes for a snappier more reliable setup in Docker (as I tested and found on my W11 computer). This guide is notes-to-self on upgrading OpenWebUI when it runs as a single Docker container on Windows 11 using PowerShell. It assumes the following setup: OpenWebUI stores ...
In mid-August 2026, I explored the shifting landscape of API pricing and what it meant for professionals relying on artificial intelligence for deep, sustained analysis. See: DeepSeek’s New API Pricing: What It Actually Means for Heavy Users – The Captain’s Watch. The core premise of that piece remains entirely unchanged: for serious analytical work, direct ...
This is an advanced guide for people who on Windows 11 have setup OpenWebUI on Docker and have configured API settings to various AI models. Why this? The powerhouse models like DeepSeek V4 Pro, Kimi K3 and GLM (now at 5.3) – all coming out of China – have been increasing their rates for API ...
DeepSeek has announced new API pricing for V4 Pro and V4 Flash, effective 16:00 UTC on 16 August 2026. The headline is straightforward: rates have gone up. The detail is more interesting, and it matters more than the headline for anyone whose usage looks like sustained, document-heavy analysis rather than short, occasional queries. What Changed ...
The rapid expansion of large language model services has produced a striking divergence in access costs. On one side sit high-end web subscription tiers from major Western providers, priced between $100 and $300 per month. On the other side lies direct API access, particularly to efficient models such as DeepSeek, where even intensive professional workloads ...
I’ve been running most of my AI work through DeepSeek V4 Pro’s API for a while now. On heavy days it’s about three large documents attached, a long conversation, drafted outputs at the end. It felt cheap. I wanted to know whether it actually was, or whether I’d just got used to a low number ...
Previously, I showed the setup for Windows 11. As my laptop is fully run by BigLinux it was important to setup there as well. This is running well. For long form text-based analyses. DSV4Pro is the one. See: DSV4 Pro on W11. Step 1: Update your system sudo pacman -Syu Step 2: Install Docker and ...
The free DeepSeek chat platform at chat.deepseek.com is useful for general purposes, but it has limitations — rate limits, occasional capacity restrictions, and response quality that does not match what the paid API models can deliver. This guide explains how to access DeepSeek’s more capable models using OpenWebUI, a locally hosted chat interface that runs ...
Captain Walker
Captain Walker
