Posts coming weekly, usually Wednesdays.
Welcome to my corner of the internet. I document things here bugs, ideas, architecture wins, AI ramblings, time audits, and the occasional philosophical spiral.
If you really want something to work... keep it simple.
Everyone writes about ~/.claude. On Windows the real weight sat in %TEMP%\claude: one agent session, 117 GB, and 2,852 copies of the same 31 MB file. Where Claude Code writes, what the cleanup misses, and what's safe to delete.
A reverse prompt that flipped how I work with AI, why I use it as a memory-keeper and not a coach, and the small differences between models that actually matter.
On portable applications, admin rights, and the quiet difference between the computer you use every day and the one you actually own.
Six months after publishing LLMR, the project has a proper home, a generator, and real numbers. Here's what changed and why it matters for anyone building with AI.
Twenty years in IT and I was still manually checking SEO dashboards like it was 2008. I don't have an SEO problem. I have a follow-through problem. So I automated the follow-through: GitHub Actions + Google Search Console API + Claude = 5 actionable issues in my repo every Friday at noon.
When exactly does this hook fire, how do you read submission data, and how do you avoid the most common traps? Three real copy-paste examples: Slack notifications, custom DB writes, and on-the-fly entity creation.
LLMR v2.0 is live; a JSON site index that gives AI systems your entire website in one fetch. Now with a formal spec, open-llmr.org, and a full ecosystem plan.
Two days, a dead SD card, an abandoned Acer BIOS, 83 million Mistral tokens, and a bot that only knew how to say "Task Completed". Building a personal AI assistant is not like the YouTube tutorials make it look.
From sneaking out of bed to watch MS-DOS boot, to building wind turbines in Haiti and architecting systems for Fortune 500 companies. This is who I am and how I got here.
December 25, 2025
I'm building Constituant, a platform where French citizens can vote on real legislation from the french National Assembly. Yes, anonymously. Yes, using AI summaries. And yes, I know exactly how broken that sounds.
Wanna know more?! Click the link and read on!
December 10, 2025
Some of my thoughts, and experience, with artificial intelligence in enhancing productivity and creativity.
December 07, 2025
How pausing one game project led to launching two new ones : a civic engagement platform and an open-source social MMO.
October 30, 2025
Jibberish mode but for LLMs when browsing websites.
October 08, 2025
What do you do when your team of two becomes a team of one, and the projects are on fire?
September 22, 2025
But you can get the right ones.
Sometimes I wish days were 72 hours long, so I could get more things done.
September 06, 2025
Hey Claude. I wanna bounce ideas about my game project.
Sure thing. Here's your... entire project. Just coded from top to buttom. That doesn't work... ^^
September 04, 2025
See this pile of trash ? It's an unfinished website, make it work the way we want but we wont tell you how!
Here's some of the bugs I fixed just recently after inheriting the unfinished "legacy" code base
August 30, 2025
A real debugging story: how AI assistants (GPT, Claude, Gemini) helped fix character collisions and movement in a Godot 3D project, turning a buggy scene into a functional game prototype.
August 30, 2025
Another legacy system integration nightmare featuring PowerPoint "documentation," Drupal hooks that fire too early, and web services that return completely different data than promised. When you can't test locally and debugging happens through client screenshots, every assumption becomes a liability. Spoiler: the eligibility check wasn't returning "Yes" or "No" like the specs claimed.
After using GPT for a while, I found that Claude's approach to coding tasks was more aligned with my workflow.
Claude seemed to understand context better and provided more relevant suggestions.Except now it doesn't anymore, and I'm not sure why.
Maybe it's the context window. Maybe I changed or I simply have a preference, but building a product that brings value is what matters.
And that's what they are doing, and that's what I am doing.
What started as a "quick bugfix" spiraled into a multi-day nightmare>
Online scams are everywhere
I've been working on side projects a lot
So, I've been working on automatically updating my blog simply by doing a git push.
This launches a workflow on my github. Then pushes everything to my FTP via a script.
I'll have to study it.
Because I just bindly thought it would do bash scripts, but no, it's calling some one elses script.
Being on holiday does give you the time to work on your side projects ! Lets go !
Trusting someone else's GitHub Action is just a different flavour of Stack Overflow copypasting. Same energy, new era.
It's like casting spells without knowing the outcome. So be sure to read exactly what's being implemented before copy and pasting it!
I've not been able to set my head straight to actually be productive. I've just not been able to produce the things on my list.
Posted on July 6, 2025
This week was chaos and cleanup.
// no JS frameworks were harmed in the making of this log