Field lights, always-on series
Thirty billion parameters, zero bars of signal
Muse Glimmer is a 30-billion-parameter open-weights model tuned for always-on local agents. Download it once and the wifi becomes optional.
In stock: open weights on Hugging Face
Today's art direction
The Outfitter
An outdoor-gear product page that sells the day's model like a lantern you own.
Direct-to-consumer gear brands sell autonomy: buy the object once and it works wherever you carry it, which is also the pitch of an open-weights local model. The page borrows their grammar: a blue-hour product study, a buy box priced at zero, a hang-tag masthead, and a studio spec plate with leader-line callouts. The ground is deep spruce with faint topographic contours, and one amber accent does all the glowing.
- buy box
- hang tag
- spec plate
- leader lines
- topo contours
- blue hour
- field nocturne
Spec sheet
What ships in the box
- Capacity30 billion parameters
- LicenseApache 2.0, open weights
- Power drawOne consumer GPU, a Mac or a PC
- Runtimesllama.cpp, MLX, ExecuTorch
- HeritageDistilled from Muse Spark
- Duty cycleAlways-on agents, offline included
Meta open-sources a model built to stay home
Muse Glimmer, out today from Meta Superintelligence Labs, is distilled from the larger Muse Spark for long-horizon tool use, function calling, and local coding on a single consumer GPU. Meta pitches it at agents that manage schedules, files, and messages, work that needs deep personal context and no cloud round trip.
The weights are live under Apache 2.0, and Meta says optimized llama.cpp, MLX, and ExecuTorch builds land in the coming days, so a download becomes a working local agent in minutes. The model page carries the developer documentation.
Also in the pack
Tooling
Hermes Agent picks up Vercel's Gateway and Sandbox
Vercel wired AI Gateway and Sandbox into Hermes Agent on Thursday, so a run can reach hundreds of models through one endpoint and execute untrusted code in isolation without leaving its harness.
One VS Code panel now drives Claude, Codex, and OpenCode
Multicoder landed on the VS Code marketplace this morning: a single GUI that runs three coding agents side by side over ACP, the protocol that standardizes how editors talk to them.
Field manual
Technique
Twenty years of evidence against the toggle
Lukas Mathis argues that toggles hide state exactly when people need it most, with a collection of genuinely ambiguous switches as evidence. Useful ammunition next time a settings screen review goes sideways.
border-image will animate more than you think
CSS-Tricks walks through animating CSS border-image: marching gradients and unrolling frames on a single property, no extra elements required.
Trail reports
Workflow
Four models in one harness scored worse than any of them alone
Quesma wired four models into a single Claude Code orchestrator and watched it refuse, stall, and misroute its way to a lower Terminal-Bench score than each model posted solo. The postmortem names four distinct failure modes worth checking your own multi-agent setup against.
Claude Code sessions can message each other by name
A recent Claude Code release lets sessions on the same Mac discover and message one another over local Unix sockets, and 9to5Mac walked through the workflow on Friday. Nothing leaves the machine, which makes it a natural pairing with the day's lead.
Borrow this pattern
The annotated spec plate
Compose the product photo and its specifications as one unit: a straight-on studio shot beside real HTML spec rows, each row reaching toward the image with a short dotted leader and a terminal dot, so the photograph reads as documentation instead of decoration. It fits any product or feature page where the client's offering has nameable parts: a bike, a chair, an app's plan tiers.
What keeps it honest: labels stay live text at AA contrast, leaders point at real attributes rather than vibes, and on small screens the plate stacks above a plain list while the leader lines simply disappear instead of distorting.
Prompt Lab
Recreate this page
Build a landing page in the style of a premium outdoor-gear product page
(direct-to-consumer PDP), selling one hero product.
Structure: top nav with a slab-serif wordmark and three mono uppercase
links. Split hero: left, a framed photographic product study with a thin
caption strip; right, a buy box card holding a small amber department
label, a big slab-serif product headline, a two-sentence pitch, a price
row (large price plus short terms), a status line with a single glowing
stock dot, and one solid amber CTA button. Clip a cream paper hang-tag
over the buy box corner, slightly rotated, with a punched hole; it holds
the issue number, date, and reading time in small mono caps.
Below: a "spec sheet" section pairing a straight-on studio product photo
with six spec rows (mono uppercase key, plain value); on desktop each row
extends a dotted amber leader line with a terminal dot toward the photo;
on mobile the leaders disappear and the list stacks. Then two-item
content sections under mono kickers ("Also in the pack", "Field manual",
"Trail reports"), a full-width framed nocturne photograph band, and a
quiet colophon.
Palette: deep spruce green ground #16211b, panel green #1c2a22, cream
ink #efe8d6, moss #a9bda6, lantern amber accent #e5a441 used only for
the CTA, kickers, leaders, and underlines. Background carries faint
cream topographic contour lines at about 4 percent opacity in one
corner. Type: Bevan for display, Familjen Grotesk for text, IBM Plex
Mono for labels. Body at least 19px, line-height 1.7, line length under
70 characters, WCAG AA contrast on every label against its rendered
surface.
Guardrails: no neon glow or purple gradients, no pill radius on cards
(6-8px max on buttons), no fake search or filter chrome, no emoji
icons, no text baked into images; hover states on links and the CTA at
about 150ms; include a prefers-reduced-motion guard.
Works in v0, Beaver Builder AI, Lovable, Bolt, and Figma Make.
Field note
Before the trailhead
Nearly every strong item this week moves the work closer to hardware you own: weights on your GPU, sessions messaging over local sockets, sandboxes on your laptop. Pack accordingly.
Sources
Everything linked today
- Introducing Muse Glimmer: An Open Agentic Model That Runs on Your DeviceMeta AI Research
- Muse Glimmer model page and developer documentationMeta for Developers
- Vercel AI Gateway and Vercel Sandbox now available on Hermes AgentVercel changelog
- Multicoder ACP: run Claude, Codex, and OpenCode from one VS Code GUIVS Code Marketplace
- Toggles Considered HarmfulIgnore the Code
- Animating CSS border-imageCSS-Tricks
- I wired 4 models together in Claude Code. It backfired 4 ways on Terminal-BenchQuesma
- Claude Code now lets sessions talk to each other on macOS9to5Mac