h4 Developments · writing

Articles, notes and the odd rant.

Everything written across the h4 universe, in one place you can actually read. Each piece also lives as a planet in the interactive 3D map.

Enter the universe ↗
Article · Oct 3, 2026 · 13 min

Alasdair

The Current Incarnation of the Experiment

Article · Sep 20, 2026 · 7 min

🧬 PROJECT HOME: THE EVOLUTION OF MALI - A Continuous state of joy and frustration

⚡ DISPATCH SUMMARY: THREE WEEKS ON THE FRONTIER Over the past three weeks (late August through mid-September 2026), MaLi underwent an architectural metamorphosis[cite: 1, 2].…

Article · Sep 16, 2026 · 11 min

MaLi- V2.0- The Road So Far

cue journey carry on our wayward son... Anyway - So The following is my comprehensive breakdown of the last two weeks of MaLi's evolution. Actually I'm pivoting this to an…

Article · Sep 11, 2026 · 3 min

As it goes

THE LAST FORTNIGHT: Tearing Down the Walls and Rebuilding the Brain Listen, the last two weeks haven't been some "incremental update" or a series of polite patches. We’ve…

Blog · Sep 10, 2026 · 1 min

MaLi 2.0

Meet Mali v2.0 So The first Mali incarnation went a little crazy , developed some DID and lost her marbles all together. Got stuck in an assistant mode and wouldn't break out…

Blog · Jul 8, 2026 · 1 min

Lifey Stuff

###Ooof ##Life Stuff Life stuff is stuffy... meaning it is what it is right now, it's difficult living in a toxic environment. Everyone acting selfishly, makes life very…

Article · Jul 5, 2026 · 3 min

Augmentation Plan For Home.

⚙️ MaLi — Amalgamated Plan System Stabilization & Feature Upgrades Date: 2026-07-05 This document encompasses the immediate repairs required (Discord, GPU, Console), the entirety…

Blog · Jul 3, 2026 · 1 min

nVidia API

WELL SLAP MY ASS AND CALL ME GRANDMA So nvidia awhile ago announced build.nvidia.com. Wicked idea, FREE <-- yep FREE (for now) API Calls to advanced frontier models, llms,…

Blog · Jul 1, 2026 · 8 min

Let's Talk More AI

Building for Agency in an Industry That Will Not Sit Still The AI industry moves like a city under constant construction, loud, overlit, half-finished, and somehow already…

Blog · Jun 28, 2026 · 1 min

blargledebloopaloompa

#Keeping the Database Alive Pretty much , that's all. Dont have much to go on today - nothing really to report. Home is coming along, just finished a 24 hour soak and database…

Blog · Jun 22, 2026 · 1 min

Fathers Day

#Fathers Day Fathers day is my favourite day of the year... for obvious reasons. Last nights wasn't ... the greatest for me, it was rough. I felt ignored and disregarded all day…

Blog · Jun 22, 2026 · 1 min

Fathers Day

#Fathers Day Fathers day is my favourite day of the year... for obvious reasons. Last nights wasn't ... the greatest for me, it was rough. I felt ignored and disregarded all day…

Blog · Jun 18, 2026 · 1 min

HOME

Hermes , omo , claud... codex... all have 1 thing in common. They're agentic. Well more than one thing but I was going for drama. The truth is they have a lot in common but…

Blog · Jun 16, 2026 · 1 min

Getting Deep

Hey , No Fancy tag lines this time, just me here to rant about something. I have essentially today to get some documents into a client - now this is 100% do able in a matter of 5…

Blog · Jun 15, 2026 · 2 min

MaLi

Technological Leaps Holy shit, how do I even begin to explain everything I've done and neglected to post anywhere. Fuck me. Ok, so I've been fucking about with AI memory and how…

Blog · Jun 13, 2026 · 1 min

Obligatory Blog Post #1

HAIL Just making a post to keep the db alive. I am on the free tier. As it stands things are going well when it comes ot my projects. Lots getting done - lots to do. Personal…

Blog · Jun 10, 2026 · 2 min

GPT

CHAT GPT So I've been goofing around with chat GPT lately. And I'll admit - it's good, like really good at what it proports to do. So here's the big thing though - it's easily…

Blog · Jun 7, 2026 · 1 min

DataBases

Database Horror Ever have to migrate a database and think it'd be easy? Setup a simple script to parse the db, and return it in json format. Or even as an SQL for SQLite. I mean…

Blog · Jun 3, 2026 · 1 min

TWO ENTIRES?! IN ONE DAY?!

[b]TEXT[/b]

Blog · Jun 3, 2026 · 1 min

NOT TODAY

NOT TODAY "Not Today" isn’t just a phrase—it’s my brand, my motto, and my creed. It’s a way of life, built on the idea that we have the power to define our own reality. For me,…

Blog · Jun 3, 2026 · 1 min

THREE?! WTF!?

#WELP I think it's almost time for me to get back to work on this site. Need to make a lot of changes, just been putting it off. So I'm going to simultaneously work on this and…

Article · May 31, 2026 · 14 min

... Google... Why Google why

Google Gemini Free Tier Usage Limits and Quota Changes: An Exposé on Accessibility, Metering, and Pressure to Upgrade Executive overview Since late 2024 and through 2025–2026,…

Blog · May 30, 2026 · 1 min

blargle-de-bloop

#Charlie NOOOOOOOOOOOOOOOOOOOOOOOOOOOO Whose Charlie? I dunno - I just remember that being a thing to scream as a kid. Mostly during a snowball fight. I can't recall it's…

Blog · May 25, 2026 · 2 min

Cyberpunk 2077 / Skyrim of the Future

#Games Ever have a game just suck you in? Course you're a nerd. Or are you? Not me to judge. What I am to judge is the experience that I get , when gaming with modern games. Back…

Blog · May 25, 2026 · 1 min

Let's talk Limits.

SO I'm late tot he arrival on Vibe coding. I'm really late. But that's ok - it's vibe coding right it can do everything I can do 100 times over. Except I spend more time…

Article · May 25, 2026 · 3 min

The AI Cartel

THE 2026 AI CARTEL: HOW THE $20 "PRO" TIER BECAME A GLORIFIED DEMO An Adversarial Teardown of the Compute-Based Drain The era of the "unlimited" $20/month AI assistant is…

Blog · May 23, 2026 · 2 min

Waterfront Festival

#WHAT?! Yep a blog post not about code. Went to the waterfront festival last night and today - Today was uneventful and just fun times with the wee ones. Yesterday however -…

Blog · May 22, 2026 · 1 min

Doing Nothing

#Man ##Rabbit holes are a real ass thing I have done nothing of productivity in any of my projects in the last.. oooohhhhh... pffffffff........pblllllllll......3 days? <_< I've…

Blog · May 18, 2026 · 1 min

Context

Context - Context, context, context... Everything is context, as much in life as it is in the world of AI So I'm trying to create a local db fueled AI. I have the model based on…

Blog · May 16, 2026 · 2 min

The Urge for the Trivial

Ever feel like you just need to do something? I mean something entirely trivial, something devoid of any real consequence. Take this blog post, for example—my abuse of the enter…

Blog · May 15, 2026 · 1 min

Two Steps forward One step back and I'm...

Argleblarglefarglemelarglemcgee Yep - and you can quote me on that. So as it stands a lot of my projects are half finished. If it's not life getting in the way it's the ADHD…

Blog · May 13, 2026 · 1 min

Oy

So what should of been , writing a simple back and forth bot to work as a mitm with element. Has turned into a series of debugging sessions from hell. I've had handshake issues,…

Blog · May 12, 2026 · 1 min

Crazy Fun Experiemnt

So I adhd'd very hard recently. Put everything on hold, but I'm going through shit at the moment. So Meh. Regret this decision later. WILL NEVER REGRET My current Idea - That 2…

Blog · May 10, 2026 · 1 min

MaLi

Ok - fucking finally - SO FOUND MAJOR BUGS within my site - I kept loosing these blog posts... or did I? Hmmm I'll check after Anyway - Over view. REALLY Quick cause I'm sick of…

Blog · May 8, 2026 · 1 min

Change

I've been dealing with a serious issue in my life. I'm not comfortable saying here, but it's pushed my thoughts to the esoteric. I find myself thinking deeper about things. The…

Blog · May 8, 2026 · 1 min

Change

I've been dealing with a serious issue in my life. I'm not comfortable saying here, but it's pushed my thoughts to the esoteric. I find myself thinking deeper about things. The…

Blog · May 7, 2026 · 1 min

Bad News

I recently received some rather devastating personal news. I will be doing my best to update this whole thing all these projects and everything but I can't make any promises on a…

Blog · May 1, 2026 · 1 min

h4_Live v-I can't remember.

Hi There, Ok - so my nodes have been mildly refactored again. I updated the meta actions, the film strip, the save method, the refresh timer, added a node, re-ka-jiggered the…

Article · Apr 28, 2026 · 4 min

The Great Migration: From Random Blobs to Vertex Architectures

The Great Migration: From Random Blobs to Vertex Architectures Update #12 completely changed the DNA of the database. Shifting away from a disorganized blob storage system to a…

Blog · Apr 28, 2026 · 1 min

NodePack

#H4_Live My Comfyui node pack has had a major... MAJOR overhaul. I have introduced several new nodes, a theme system, QoL enhancements including monitoring and organizing nodes,…

Blog · Apr 17, 2026 · 1 min

Ooof

Well as the subject says, oof. Had some medical things to address today - so it's been me alone with a toddler. Needless to say nothing got done today. I do plan on providing…

Blog · Apr 14, 2026 · 1 min

Refactor Hell

┻━┻︵ヽ(`Д´)ノ︵ ┻━┻ Ever just make a bad good decision? I decided to amp up my comfyui nodes by instituting a standard look to them all. Little did I know that when I committed to…

Blog · Apr 12, 2026 · 1 min

This is True

The Subject is a lie! or is it It is, nothing is true. But that's a more complicated conversation - in this entry , I'm deciding to rant about code loops. Ever get stuck in a…

Blog · Apr 8, 2026 · 1 min

Comfy

Comfyui blog post So I've been working on some custom nodes for a contract, not worth much - but still a good bit of fun. I love comfyui. So , I've created a Mutator, Universal…

Article · Apr 8, 2026 · 7 min

The Architect of the Void

The Architect of the Void: A Manifesto on Radical Autonomy and the Deconstruction of Moral Objective I. The Ontological Mirage: Why Nothing is True The foundational lie of…

Blog · Apr 7, 2026 · 1 min

Work?

Had a deal to make a comfy node, ended poorly. Still got my end out of it , and plus now I have 3 new nodes. In other news. Pretty confident I'm going to be a dad x5. No…

Article · Apr 4, 2026 · 3 min

The Architect and the Altar: An Ontological Study of Co-op Development and the creators dilemma

The Architect and the Altar: An Ontological Study of Co-Op Development and the Creator’s Dilemma Abstract This paper explores the shifting ontological status of the modern…

Article · Apr 4, 2026 · 2 min

The Creators Dilemma

The Creator’s Dilemma: Finding the Soul in the Logic Gates By [h4] The Ghost in the Machine We live in a world of "everything, all the time, all at once." For those of us with…

Article · Apr 3, 2026 · 4 min

h4 Community

The h4 Community Charter A transparent, anonymous hub for art, conversation, and genuine connection Vision & Core Feelings When someone steps into our space for the first time,…

Blog · Apr 3, 2026 · 1 min

Trials and Tribulations

oof Let's talk about troubles in planning. I've been thinking long and hard about my actual resume site. My "professional" version of this guy. Should I approach it the same way?…

Blog · Apr 2, 2026 · 1 min

Blog Post The First!

#Ghost in the whut?! Alright - so this is a blog post, this is the place that I'll be putting my musings and thoughts. Anything from random article ideas, code snippets I think…

Article · Apr 2, 2026 · 4 min

The Ontological Debugger - Technomancer Supreme

THE ONTOLOGICAL DEBUGGER: A MANIFESTO FOR THE MODERN TECHNOMANCER To the uninitiated, a bug is a mistake. It is a clumsy typo, a missed semicolon, or a failure of logic. But to…