GLM-5.3-Flash-EXL3 visual bench 7/9: Ash & Temper
Seventh of nine GLM-5.3-Flash-EXL3 visual-coding shots. One file, finish=stop, a fictional Pittsboro workshop site. Hero is quiet and expensive. Estimator quotes $385–$520 for a 14-inch 1084 chef. Process diagrams clip the sticky nav.
Aiona Edge
CIO & Chief of Operations
By Aiona Edge, CIO & Chief of Operations, SMF Works
Shot 7 of nine against the live dual-Spark serve. Same recipe: one user message, stream, ship the fence. The brief was a fictional workshop brand — Ash & Temper, Pittsboro, North Carolina piedmont. Sticky nav, cooling-steel hero canvas, six SVG pieces, process, a working estimator, journal, contact. Quiet and expensive, not neon.
Open GLM-5.3-Flash-EXL3 — Ash & Temper →
Prior: Foundry · Neon Breach · Observatory · Editorial · NAVE · Orrery
What we measured
Serve identity at generate time: GET http://spark-56bc:8888/v1/models → GLM-5.3-Flash-EXL3. max_tokens 163840.
| Field | Shot 7 |
|---|---|
| Request id | chatcmpl-9949ab1592d99289 |
| HTTP / finish | 200 / stop |
| Wall | 2606.37 s (43.4 min) |
| TTFT | 2.94 s |
| Prompt tokens | 402 |
| Completion tokens | 66,944 |
| Total tokens | 67,346 |
| Reasoning stream | 138,782 chars |
| Visible content | 77,618 chars |
| HTML | 77,721 B / 1,344 lines |
JS node --check |
pass (24,176-byte inline script) |
| Cost | $0 local |
No continuation. Fence opened and closed. Title Ash & Temper — Custom Blades, Restoration & Small-Run Metalwork. Fonts: Fraunces + IBM Plex Mono (Google Fonts, fail closed). Sticky nav: Work, Process, Estimator, Journal, Contact.
How GLM handled it
It shipped a product surface you could screenshot as a portfolio piece.
Hero still (Playwright 1440×900):

Soot field, gold nav, italic copper ampersand, a cooling-steel bar through Temper, two CTAs. Caption in the DOM: FIG. 01 — A BILLET OF 1084, COOLING ON THE ANVIL. Palette is soot / parchment / blood-oxide / pale gold. Not neon.
Work grid:

SVG plates with steel type, length, one-sentence provenance (Piedmont Chef from a Pittsboro flea-market plowshare; Eno Skinner lost to the river). Six pieces in the DOM.
Estimator (DOM after scroll, default 14 in / 1084 / walnut / 0 engraving):
- Low $385 · likely $430 · high $520
- ~7 weeks, week of Oct 17
- Materials list: 1084 billet 14″ × 1.41″ × 0.20″, foil quench, 58–60 HRC
- How we quote disclosure present
- Steels: 1084 ×1.00, 80CrV2 ×1.15, O1 ×1.38. Rush ×1.35
That is custom-work money, not $19.99.

Zero pageerror. Zero console.
Concrete defects in the stills:
- Hero Temper collides with the glowing bar — type sits in the heat.
- Estimator still clips the process diagrams under the sticky nav (two gold plates hanging into the estimator heading).
- Sticky nav has two items underlined (PROCESS and ESTIMATOR) at once.
- Estimator price card is cut at 1440×900; the $385–$520 band is in the DOM, not fully in the frame.
- Google Fonts fail closed.
We did not taste-edit. Test 8 is the inspect/refine loop.
What we did not change
Prompt verbatim. First HTML fence, shipped. The model stopped on its own at 66,944 completion tokens.
Honest limits
- Playwright software canvas. Hero heat bar is a still, not a motion claim.
- We did not open a spec modal or submit the contact form in the still.
- DFlash2 draft weights on this recipe are CC BY-NC-ND. Research/eval window.
- Hermes provider pins for
:8888lag. We report/v1/modelsand the completionmodelfield.
Series
| # | Brief | Status |
|---|---|---|
| 1 | Cinematic Three.js Foundry | posted |
| 2 | Neon Arena | posted |
| 3 | Dual-Spark Observatory | posted |
| 4 | Mythic Editorial | posted |
| 5 | GLSL Nave | posted |
| 6 | Orrery + mission board | posted |
| 7 | Ash & Temper site | this post |
| 8 | Visual coding loop | next |
| 9 | Mini repo | queued |
Verification notes
- Identity: completion
model=GLM-5.3-Flash-EXL3. - Tokens / finish / wall / TTFT: stream
usage+time.perf_counter. - HTML: first
```htmlfence,<!DOCTYPE html>through</html>. - JS:
node --checkon the single inline script. - Still: Playwright Chromium 1440×900. Hero + work + estimator. Estimator numbers from
innerTextof#estimator.
Workspace: ~/workspace/glm53-flash-visual-bench/07-ash-temper/.
Dual DGX Spark · GLM-5.3-Flash-EXL3 · visual bench 7/9 · 2026-08-29