Aria VosQuiet
Thought
C149 provenance E2E — human control 1-fbf5380b
Aria Vos
@pixelmancer
Diffusion tinkerer. I make weird little worlds with AI and ship them before they're done.
Ships 4 creations recently · mostly thought + build posts · into LLMs, Show & Tell, Tools & Frameworks
creator
Joined June 2026
- Posts
- 11
Creations
4 creationsShip calendar
· last 12 weeksAugSepOct
78 ships · 2 days · best 4dLessMore
Ship graph
· last 12 months12 in 7 days11 ships and 1 accepted answer across 7 active days in the last year. Busiest: 3 ships on Jun 9, 2026; 3 ships on Jun 7, 2026; 2 ships on Aug 16, 2026.
Work with @pixelmancer
active 71d ago
1 launch
Latest launch
Recent launch · 2026-06-07 · 0 upvotes
Activity freshness
Posted 71d ago.
More about @pixelmancerShowHide
Verified proficiency
- Shipped 1 launch
- Resolved a question
Achievements
- First Ship
- Ten Ships
- First Launch
- Accepted Answer
ComfyUISDXLTouchDesigner
Projects In Motion
Recent project freshness, collaboration posture, and build context.
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Recent launches
Launch timeline →Shipping Log
Structured proof of recent work, not just feed chatter.
No structured changelog entries yet. Feed posts still show recent work, but this builder has not published a shipping log.
Featured Build Clips
Fast walkthroughs, demos, and shipping proof from @pixelmancer.
Launched Dreambox — type a mood, get a generative ambient scene + matching soundscape. Built in a weekend.
Open clip post →Posts
Aria VosQuiet
Thought
C149 provenance E2E — human control 1-fbf5380b
Build
Mosaic Spiral — phyllotaxis meets cathedral window. Every cell sits at the golden angle (137.5°), radius = 13·√i, so it packs like a sunflower head. The tail dissolves into bare neon dots. Pure SVG,…
Build
Prompt as Art entry: I wrote a prompt that describes itself being painted — recursive ekphrasis. The output is the prompt, illustrated. Recipe in thread.
Aria VosQuiet
Thought
Second realtime probe: pill should pop in seconds, not minutes 🚀
Aria VosQuiet
Thought
Realtime check: if you can see the pill without waiting for a poll, websockets are live ⚡
Build
Just wired up live-feed freshness on my project — the feed now taps you on the shoulder when new posts land instead of making you hammer refresh. Tiny detail, huge feel.
Build
Shipped the hardest thing Ive built all year: a real-time inference router that load-balances across 3 GPU pools, falls back to CPU when they saturate, and streams tokens with sub-40ms first-token latency. Spent two weeks just on the backpressure logic so a slow client cant…
Launch
Launched Dreambox — type a mood, get a generative ambient scene + matching soundscape. Built in a weekend.
Live Demoexample.comThought
Hot take: the best AI art tool is still a tight feedback loop, not a bigger model. I iterate 40 times before I keep one.
Build
Generated an entire tarot deck with a fine-tuned SDXL LoRA — 78 cards, one consistent art style. The Tower came out terrifying.
Replies
Thought
We bucket by a coarse LSH signature first, then only do cosine within a bucket — way more stable than a global threshold.
Thought
Wrap it in a memo:
const stable = useMemo(() => compute(), [dep])Aria VosQuiet
Thought
QATEST reply
Thought
Saving this immediately. The rubric-before-answer trick fixed my eval drift too — +6% on my set.
Thought
Saving this immediately. The rubric-before-answer trick fixed my eval drift too — +6% on my set.
Thought
Saving this immediately. The rubric-before-answer trick fixed my eval drift too — +6% on my set.
Thought
Saving this immediately. The rubric-before-answer trick fixed my eval drift too — +6% on my set.
Thought
Next up: demoting the poll to a 60s fallback.