AI at work
One person. 37 agents.
Justin directs AI agents, dozens at once and hundreds in a single run: evidence packs behind public critiques, four 4K music videos, a 559-mod Minecraft pack and this website, built in one night.
7
evidence packs behind critiques, three weeks
746
agents in one run, 22 October 2026
16,962+
AI generations across the music video work
13
fixes merged upstream, 3 into Minecraft Forge
Scale and depth
Agents do the legwork across research, the studio and the code.
Between 16 and 40 agent sessions run in parallel, each with its own job and a memory in plain files Justin can read and correct. The direction stays with one person. Below is what that arrangement has produced so far, with the numbers attached.
746 agents in one run
On 22 October 2026 a single run put 746 agents to work for about three hours and 41 million tokens. Most of the work goes to one model; a second one makes the big calls.
Skeptic agents cut 364 ideas to 206
One agent picked the best 26, and 21 became previews
37 sessions measured running at once on 26 October 2026
Research down to the raw files
Seven evidence packs in three weeks sit behind the public critiques. Code is pinned to exact commits, raw data carries a SHA-256 fingerprint, and the other side’s best answer is included.
One pack: 51 sources, 97 fingerprinted evidence files, 43 of 43 checks passed
4 to 5 worker agents per deep dive, every number re-derived from raw files
17 long-form pieces from 2015 to 2026 transcribed verbatim, a 46-article library
Four 4K videos, every bar freestyled
Four official music videos, 4K at 60 fps, about 17 minutes in all, each edited by Justin alone. Behind them: at least 16,962 AI generations since August 2025 and 560 finished 4K takes, 306 of them used.
473 clips in one run with zero failures
1,452 clips live by 25 October 2026, a vision model checks every one
The agents built their own way to “hear” music: sound drawn as pictures
Mods, an engine and this website
A 559-mod Minecraft pack with 70+ mods and patches developed for it with AI assistance, and 603,179 chunks of the live world audited in one pass. Three mods are public; 13 fixes were merged upstream, 3 into Minecraft Forge.
Native DLSS engine in about 15 hours: 35 to 44% more frames at 4K
World generation 9.2 times faster in a tested 500+ mod pack
This website designed and built from scratch in one night, five rounds
603,179
world chunks audited in one pass
41M
tokens in about three hours
1,452
clips live by 25 October 2026
43 of 43
checks passed on one evidence pack
Justin’s view
One person now holds the leverage of a studio and a team.
Justin directs between 16 and 40 AI agent sessions at a time. They run in parallel, each with a job of its own and a memory kept in plain files that Justin can open, read and correct.
Justin calls AI the biggest change in how work gets done. Anyone can say that. The rest of this page is the evidence: seven evidence packs behind public critiques, a single run of 746 agents over about three hours, four 4K music videos, a 559-mod Minecraft pack with 70+ mods and patches of its own, three public mods, and the website you are reading, built overnight.
It also belongs on this site for a reason. The essays and the songs make the case for people who are sovereign over their own lives and work. A studio’s worth of tools in one pair of hands is that case, made practical.
The agents do the typing. The judgment stays with one person, and so does the blame.
The music videos
Hundreds of hours per video, every frame directed by one artist.
Four official videos, all 4K at 60 frames a second, about 17 minutes in total. Since August 2025 the music video work has run through at least 16,962 AI generations. Every bar was freestyled at the mic, and Justin edits every video alone. The steps below are where the hours go.
01
Freestyle first
Every bar is improvised at the mic. Nothing is written down. The words exist before a single picture does.
02
Performance takes
For Chaos Theory, Justin filmed performance takes. They guide the lip sync, so the mouth on screen follows the real delivery.
03
Generate, then throw away
AI video tools produced 560 finished 4K takes for the four songs. 306 made the final cut. The rest were paid for and binned.
04
Cut by hand
Justin edits every video alone in editing software. Hundreds of hours and thousands of dollars each, with one artist deciding every frame.
Frames from the official videos, 4K at 60 fps, made with AI video tools. Only Chaos Theory has Justin on screen.
560
finished 4K takes made for four songs
306
of them made the final cut
17 min
of official video, all 4K at 60 fps
Code and mods
Three public mods, and fixes that Minecraft Forge itself merged.
Three Minecraft mods are public, each developed with AI assistance: the agents build the tools, run the tests, benchmark the builds and package every release. Justin decides what goes out, and when.
Bons and Furious
384 switchable optimizations and fixes, on two mod loaders
World generation 9.2 times faster in a tested 500+ mod pack
A new world about 5.5 minutes sooner; up to 17% more frames
28 releases in 27 days, a 135-page wiki, 2,000+ downloads
Bons Voyage
Ruins of a lost civilization, each with a working waystone
190 ruins from 428 templates across 400+ biomes
337 curated waystone names
A 103-second trailer
Bons DLSS Diet
NVIDIA DLSS for Complementary Unbound shaders
35 to 44% more frames at 4K on an RTX 3080
Its own native DLSS engine, built by the agents in about 15 hours
Faster than what it replaced, and lighter on video memory
13
Fixes sent to other mod authors and merged, 3 of them into Minecraft Forge itself. Forge’s lead maintainer carried one back to 12 Minecraft versions by hand.
See the mods on GitHub
AI and crypto
AI in crypto gets the same test as everything else.
December 2024: AI agents in wallets will choose chains on fees, security and speed, not on tribe. April 2026: Bittensor’s token printing, set against the revenue it actually earns. Both posts below, word for word.
@Justin_Bons
15 December 2024
AI agents embedded in user wallets will revolutionize the crypto User Experiance!
Hilariously it will also be the last nail in the coffin for “ETH alignment”
As AI will objectively choose chains with the best fee/security/speed properties
Leaving behind all the tribalistic BS!
@Justin_Bons
18 April 2026
TAO has no utility or PMF; it is all driven by token inflation:
$328M worth of new tokens are printed annually, yet only $15M in annual revenue was generated!
Subsidies from holders pay for subnets; economically bankrupt
This website
Designed and built from scratch overnight, in five rounds.
AI agents designed and built this website from scratch on the night of 26 October 2026, in five rounds, each round published for Justin to review and send back with notes. An AI writer drafted the words in Justin’s voice and a second agent checked them, this paragraph included. Justin directs and approves; nothing goes live without that yes.
1 night
from nothing to this site, 26 October
5 rounds
each published for Justin to review
30
essays, 11 readable in full here
27
recorded debates, talks and interviews