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Articles for tag: AI, cost, efficiency, models, money, multilayer, OpenRouter, OpenWebUI, saving, time

Captain Walker

Retro newsroom with robot journalist and headline newspapers

Hundreds of Dollars of AI for About $10 a Month

Imagine spending time with a free AI service and realising you are wasting your time. The answers open with flattery: “You make a very interesting point.” or “You’re one of the few people to notice that.” You feel special. Then the invented facts arrive, delivered with total confidence. You soon realise it’s nonsense. Fed up ...

Car infographic explaining OpenWebUI architecture through automotive components

From OpenWebUI to the Open Road: Get Ready!

There is a distinct, almost magical phase when you first acquire a modern, highly capable car. For the first few weeks, your focus is entirely on the pure experience of driving. You enjoy the smooth acceleration, the responsive handling, and the quiet comfort of the cabin. You simply press the pedal and go, trusting the ...

yEd graph editor promotional banner with diagram screenshots

Learning yEd: A Working Reference

After many years of working with all sorts of flow charting and mapping software, I recently discovered yED quite by accident. If Draw.io is a Jaguar, then yED is a Rolls Royce and a Lambo all in one. Teslas are not in this race! 😊 What’s in the ‘tin’? It’s best to say how it ...

Futuristic metallic brain with glowing AI circuitry

Long form breakthrough with AI models

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 ...

Lecturer teaching advanced AI configuration to students

An advanced guide to AI model configuration

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 ...

Woman watching online news video at home desk

WordPress Performance Optimisation — What Actually Works

WordPress powers a huge proportion of the web. It is flexible, extensible, and widely understood. It is also capable of becoming remarkably slow without any single obvious cause. Performance optimisation is the process of reducing the time it takes your server to respond to a request and deliver a page to a visitor. Done well, ...

Woman working on laptop at home desk

Building a Custom File Explorer Search Tool

My Downloads folder has a reputation. It starts each day as a convenient holding pen for files I need briefly. By the end of the week, it becomes a digital landfill of installers, PDFs, screenshots, ZIP files, videos, and documents I meant to file but never did. Clicking through hundreds of files trying to remember ...

Man typing at computer with Espanso shortcuts screen

Keyboard triggers in Espanso

Recently I moved to Espanso both on Windows and BigLinux for a free and easy way to create shortcuts for key phrases used. There are now several articles on this site about the learning. That means something. Espanso on Windows is easier to setup. It can output images, text, and a whole lot more – ...

The Storyteller’s Guide to Espanso Logic

Most of us spend our lives fighting with our keyboards. We have these thoughts—medical observations, legal arguments, complex lines of code—but the physical act of typing it out over and over feels like a tax on our time. When I first looked at Espanso, I almost closed the window. It looked like a wall of ...

Espanso Setup and TextBlaze Migration Report

This post documents the transition from TextBlaze to Espanso on a BigLinux system, detailing the technical hurdles overcome and the final configuration logic. The plan is then to run Espanso on W11. 1. Espanso vs. TextBlaze: Key Differences While both tools serve the same goal, the philosophy of use is different: 2. The Critical First ...

Person using dual monitors for writing and coding.

Proactive Proofreading: The Integrated Workflow for Modern Authors

For the independent author, the “final pass” of proofreading is often the most daunting phase of production. Traditional advice suggests separating the creative act of writing from the analytical act of editing. However, with the advent of sophisticated AI and custom automation, a new “proactive” strategy has emerged: the Integrated Workflow. By managing proofreading iteratively ...

Python code correcting text on laptop screen.

Solving another annoying problem with AI collaboration

Despite explicit instructions, generative AI systems routinely drift into US English spelling and conventions across longer writing projects. For British-English authors who use AI assistance, this creates a persistent and time-consuming editorial burden. The key insight that resolved this was accepting that generation and linguistic compliance should be treated as separate stages. Rather than attempting ...

Alice in digital code maze with digital creatures.

Google TTS and Phonemes

As some may not be aware, I’ve been developing my own software to convert text into high quality electronic speech. That development continued for several hours today. As I will remind myself – as if I need to –  £490 for 1.6 hours for human narration vs AI-driven production estimated at ~£1.51 for 100 minutes ...

Visual Studio Code for Authors: A Modern Approach to Manuscript Management

Visual Studio Code (VS Code) is widely recognised as the industry standard for software development. However, its core strength—managing complex text files with precision—makes it an exceptionally powerful tool for authors of fiction and non-fiction alike. Luddites and lazy folk should stop right now – leave this blog and get back to Netflix, Instagram and ...

Person using AI on computer for better answers.

Getting better answers from AI

1. The challenge of communicating with AI Many people, especially those using unpaid AI plans, unknowingly exhaust limited tokens by submitting very short, vague prompts. These models are powerful, but they cannot make accurate assumptions about a user’s goals without deliberate guidance. By applying a few basic principles, users on free tiers can obtain deeper, ...

Person renaming folder on computer screen

Bulk renaming of files

Most people do not keep their files organised, properly named and easily retrievable from a computer and cloud services. That’s fine because ‘everybody’ has individual choice and can demonstrate their independence, so as to show that they do not suffer with OCD. I however, couldn’t care less what anyone else thinks of me. So, I ...

Captain Walker

Cleaning up excess paragraph breaks

Not everybody needs this! I often have text copied from PDF when I’m working on something. This leads to loads of unnecessary paragraph marks. At other times I have rows of plain text copied from somewhere. It’s a pain to get rid of paragraph marks at the end of each line, yet preserving the correct ...

Scrivener – for the writer in you

As ‘some’ may have realised, something is happening in the background. So, I’m sharing Scrivener which is a nifty piece of software – or an ‘app’ for those who like the new terminology. This post is not a software review. Before anyone goes there, I derive no pecuniary or other advantages (in the past, present ...

No time to save time

For this post the use of IT (information technology) includes software and hardware. Key areas of resistance: Human nature factors: fear, laziness, resistance to change. Organisational: lack of resources to provide, lack of awareness, inability to train, too busy – and all human nature factors. I can ‘unpack’ some of the above but I won’t. ...