fidzu : web

An exploration of how to set up Drupal AI automators to improve the editor experience when maintaining content.

05 Aug 2026 6:45am GMT

Cost anxiety

Last month, on a client project, I ran out of my monthly 10,000 Copilot Credits allotment (which costs approximately $100 USD). Limiting developers to 10,000 Copilot Credits per month is probably not enough for enterprise development, yet these limitations forced me to think about how best to use my tokens, specifically which models to use them with.

Token anxiety

Watching these credits being consumed was anxiety-provoking, especially as the context window filled up quickly while I desperately tried to get the AI to fix the creation of the Drupal model that had skidded off the rails. In just 2 hours, I consumed 2,000 credits, which forced me to research how best to get the most out of my credits/tokens. The most immediate mistake I made was spending 2 hours in one session, which created a huge context window that was being compacted as more and more tokens were consumed with each request and response. The biggest mistake I made was choosing the wrong model to begin with and, more specifically, using only one model and only one tier.

Choosing a model

The big three LLMs that I use are: Claude from Anthropic, GPT from OpenAI, and Gemini from Google.

Since Claude Code was the first coding harness to produce acceptable code, it is the default for many developers, but damn, Claude is expensive.

Gemini is said to be the cheapest model, but frankly, my one-off experiment didn't generate acceptable code. Simply put, I can live with an LLM getting a method's parameter order or data typing wrong, but when they start inventing nonexistent methods, I am out.

GPT has become my go-to model because the code is decent, readable, and refactorable.

Last week, OpenAI showed they were aware of the cost challenge when they adjusted their GPT 5.6 pricing, with the publication of advancing the...Read More

04 Aug 2026 5:01pm GMT

Data can remain in one jurisdiction while account ownership, administrator access, software dependencies, and exit control sit elsewhere.

04 Aug 2026 3:47pm GMT

The anniversary of the first public release of Web Open Font Format (WOFF) is a very interesting historical milestone on the decades-long road of W3C's work on fonts on the web.

28 Jul 2026 2:40pm GMT

This blog post is about incremental improvements by W3C's IT/Systems Operations Team that puts task force participation management directly in the hands of participants and chairs.

24 Jul 2026 10:35am GMT

At the European Identity and Cloud Conference (EIC 2026) in Berlin, we explored how Threat Modeling with LEGO® SERIOUS PLAY® can help uncover security, privacy, and human-rights threats in age-based content restriction systems. Starting from an Issuer-Holder-Verifier model, participants built harms such as exclusion, surveillance, profiling, and correlation, then mapped them back to flows, actors, and assumptions. The exercise showed how compliance choices can become Web architecture.

20 Jul 2026 9:23am GMT

On January 14, 2006, John Resig introduced a JavaScript library called jQuery at BarCamp in New York City. Now, 20 years later, the jQuery team is happy to announce the final release of jQuery 4.0.0. After a long development cycle and several pre-releases, jQuery 4.0.0 brings many improvements and modernizations. It is the first major … Continue reading →

18 Jan 2026 12:29am GMT

It's here! Almost. jQuery 4.0.0-rc.1 is now available. It's our way of saying, "we think this is ready; now poke it with many sticks". If nothing is found that requires a second release candidate, jQuery 4.0.0 final will follow. Please try out this release and let us know if you encounter any issues. A 4.0 … Continue reading →

11 Aug 2025 5:35pm GMT

Last February, we released the first beta of jQuery 4.0.0. We're now ready to release a second, and we expect a release candidate to come soon™. This release comes with a major rewrite to jQuery's testing infrastructure, which removed all deprecated or under-supported dependencies. But the main change that warranted a second beta was a … Continue reading →

17 Jul 2024 2:03pm GMT

When it comes to crafting an article, the headline is crucial for grabbing the reader's attention and enticing them to read further. In this post, I'll explore the 7 types of article headlines and provide examples for each using the subjects of product management, user experience design, and search engine optimization. 1. The Know-it-All The […]

The post 7 Types of Article Headlines: Craft the Perfect Title Every Time first appeared on Smiley Cat.

29 May 2023 10:20pm GMT

Product management is one of the most exciting and rewarding careers in the tech world. But it's also one of the most misunderstood and misrepresented. There are many myths and misconceptions that cloud the reality of what product managers do, how they do it, and what skills they need to succeed. In this blog post, […]

The post 5 Product Management Myths You Need to Stop Believing first appeared on Smiley Cat.

09 Apr 2023 5:28pm GMT

The role of a product manager is crucial to the success of any product. They are responsible for managing the entire product life cycle, from conceptualization to launch and beyond. A product manager must possess a unique blend of skills and qualities to be effective in their role. Strong strategic thinking A product manager must […]

The post The Key Strengths of the Best Product Managers first appeared on Smiley Cat.

11 Dec 2022 4:43pm GMT

Last week I helped the folks at ezSystems debug some APC problems they were having. The problems ended up being a 64bit architecture problem (they have uber-fast Opterons) and the bug is now fixed in 2.0.3.

Today I received Python & XML from them (off my Amazon wishlist). Thanks guys!

On a side note, my wishlist seems borked. The list I get when I search on my email address or name is not the same one I can edit when I log into the site.

01 Apr 2004 6:53pm GMT

1st of April 2004 get's to it's end and I guess it's time, to summarize the recent April fools a bit. Not that I think anyone in the world believes in them, but some were quite funny:

1. Changes to case sensitivity in PHP.
Alan Knowles announced that PHP will change to the studlyCase API and therefor will get everything broken by changing established functions.

2. IBM takes over Zend.
Myself hacked a little article about IBM taking over Zend to make PHP a compete of Java.

3. The first PHP virus has been seen.
Wasn't there one last year, too?

4. PHP has been overtaken by Micro$oft.
Mhhh... a little bit unreliable, if they had been taken over by IBM this morning... Maybe one should first look, what others wrote...

5. And finally, PHP4 and 5 showed their real faces...
Take a look at a phpinfo() output!

I guess I missed some, so feel free to comment on this entry, if you found another!

01 Apr 2004 5:49pm GMT

Symantec have a report of the virus here. I've yet to see any of the PHP news sites picking up on it but, using a virtual host account, managed to deliberately expose some PHP scripts to it. From examining the infected scripts, what's disturbing is once infected, every tim...

01 Apr 2004 12:19pm GMT