This is actually insane.
I connected @Muse to my @Chase account through @Plaid
Muse found a recurring @Adobe subscription I didn’t recognize.
I checked Adobe. No paid subscription on my account. Nothing to cancel.
So I used Adobe’s “Find my payment” tool and discovered my
A desktop app for Muse Code on macOS and Windows with projects, git worktrees, subagents, MCP, a diff review panel and opt-in computer use that lets the agent see the screen and use apps.
My personal @muse agent got me $2,120.95 already 🤯:
• $300/yr — negotiated my AT&T bill down
• $192 — Amazon returns I never got around to
• $47 — more returns on the way
• $230 — IKEA ALEX 9-drawer unit, returned end to end
• $516 — vet claim filed for my dog
• $836 —
1/ we just publicly released Muse Spark 1.3 max!
we see significantly stronger coding and agentic performance on muse spark 1.3 max, so would strongly recommend trying it out even if you've already tried muse spark 1.3 high or muse spark 1.3 xhigh.
Alex Cornell walks through how his Muse buys movie tickets, plans family weekends and helps his chess game, covering the chat tab, feed, proactive ideas, goal tracking and library.
Instacart is coming to @Muse! Soon, you can connect Instacart, say “Taco Tuesday,” and turn the idea into a cart from your favorite store. Then check out and get groceries delivered to your door. Same Instacart grocery experience, new way to get started. tr.ee/6xWsKG
Meta's engineering write-up on Muse security: isolated VMs, a separate Sentinel permission authority, credential surrogation and layered prompt-injection defenses, with bug bounties up to $300,000.
We're going to have to work much, MUCH harder to spend all those wonderful @AIatMeta tokens! Muse Spark 1.3 Contributor is unbelievably frugal. I've been chugging tokens at translations to get to 50 languages. Barely made a dent. Thanks again @alexandr_wang and team 🙏
CodexBar learned a few new tricks in the last few weeks!
TypeSafe, Nous Portal, Muse Code, CodeRabbit, Replicate, HuggingFace, Pi, Helmcode, v0, Charm Hyper, GitKraken AI, Bifrost
My ambitions for this app REALLY outgrew the app name. (Oh and these keychain alerts are no more)
Last week the Intelligence Index vs Cost Pareto frontier moved out substantially. Claude Fable 5.1, Muse Spark 1.3, and GPT-6 Astra each set a new point in efficient intelligence
Link to analysis: artificialanalysis.ai/#intelligence-…
Muse Code is out of beta and now built to handle bigger, more complex engineering tasks. Developers can get started with one command today:
curl -fsSL dev.meta.ai/install.sh | bash
Muse Spark 1.3 Ultra Contributor vs Fable 5.1 xHigh Same prompt, both ran for roughly 2 hours
The prompt had a self improvement rule: if the independent judges scored the result below 9.5/10, it had to keep improving and try again,
What shocked me most was that Muse Spark just
Power user @Muse feature - custom connectors 🔧. Muse has tons of connectors for popular services built in. Even better, Muse can write its own software and run it in the VM you and your Muse share in the cloud. So you can connect Muse to any service with an API.
Meta releases Muse Glimmer, a new 30B open model that runs on 18GB RAM.
Muse Glimmer is Apache 2.0 licensed, supports vision and is the strongest agentic model for its size.
Run and train the model via Unsloth.
GGUF: huggingface.co/unsloth/Muse-G…
Guide: unsloth.ai/docs/models/mu…
We tried using Meta's new Muse Code agent, but it has a bug that doesn't let it sign in from a docker container.
So we did a fun experiment: Meta claims Muse Spark 1.2 was co-trained with their Muse agent harness. So we extracted instructions from their system prompt and added
Dilmer Valecillos uses Muse Code with Muse Spark 1.2 and the Unity CLI to run tests, validate changes, port a Mini Golf game to other platforms and convert it to VR.
A vLLM-XPU and DFlash recipe for Muse Glimmer 30B on a single Intel Arc Pro B70, reporting 278 aggregate tok/s across eight clients and an 840.8 tok/s burst peak at concurrency 96.
.@Muse is incredible!
Ran 146 flight price searches (cash and award flights w/ points) from SFO to 11 cities in Spain and departing from 10 Italy cities to SFO across 7 dates (I had a flexible travel schedule) to give me an optimized lowest round-trip flight cost!-
To understand whether we're making genuine progress on reasoning, we entered our AI models in five STEM Olympiad competitions.
The results:
🏅 Asian Physics Olympiad (APhO): Perfect score, theory exam
🏅 International Physics Olympiad (IPhO): Perfect score, theory exam
🥇 ht
Muse Spark 1.3 is now available in Muse Code and Meta Model API.
It’s tuned for the agentic builds developers actually ship, including long-running, multi-agent workflows.
🧵👇(1/4) h
Custom firmware and a Go server that turn an M5Stack StackChan into Tarquin, a voice-driven robot butler with wake word, face tracking and on-device speech, using Muse Spark 1.3 via the Meta Model API as its brain.
Weekend project: play chess with Muse Spark running on a DGX Spark with code Muse Spark wrote.
Setup:
- projector
- HDMI, camera, mic, and display server (Raspberry Pi)
- pipecat bot (DGX Spark)
- vision pipeline (RTX 5090)
- coding agents running on the Pi, the DGX
Meta just released Muse Spark 1.1 and is the new SOTA on MedScribe and TaxEval, taking the top spot from Fable 5 while being 10x cheaper and twice as fast. Meta currently holds the top 2 spots on TaxEval
It is also the new #1 on Harvey's Legal Agent Bench, dethroning Grok 4.5
https://github.com/mvrius/bluebubbles-muse
BlueBubbles server on my Mac, Muse hook polling it every ~5s.
How it works: the poll driver (bash shim + Python filter) checks for new messages and filters on an allowlist of senders, 1:1 chats, and group GUIDs. A new message from an allowlisted sender wakes Muse into a side chat with the message as context. Replies go back out as normal iMessages through the Mac.
Why this instead of a messaging connector: connectors need an approval tap on every send, otherwise similar could be acheived via Messenger connector.
Setup: BlueBubbles on the Mac, Tailscale so the agent VM can reach it, run the installer. Repo has the hook scripts, installer, architecture doc, and skill definition.
Known issues: I am noticing that sometimes Tailscale connection drops on the Mac. I found that I need to bring down/up tailscale every hour for connection to stay up.
A fun example from earlier today, I updated my calendar, moved dinner with my wife by 30 minutes - Muse mesaged the Family chat and informed my wife of the change.
Cool findings:
- Muse has a Tailscale option, you can connect the VM it runs on in Client model with other machines running Tailscal
For funsies, I got Claude Code running on my Muse agent’s computer tonight.
Muse gives every agent a Linux VM with 2 vCPUs, ~8GB RAM, 100GB of persistent disk plus a scheduler, hosted artifacts and their permission system.
The VM has no inbound ports, so I built a tiny
We’re excited to bring @AIatMeta’s Muse Spark 1.2 contributor tier to OpenRouter.
At $0.10/M input and $0.20/M output, It’s meaningfully cheaper than Muse Spark 1.2 and beats other comparable models on real cost, providing frontier intelligence-per-dollar.
Dilmer Valecillos converted a minigolf prototype to VR for Meta Quest 3 using Muse Code with the Muse Spark 1.2 Contributor model, the Unity CLI and the MetaVR CLI, and published the plans and prompts.
Using @AIatMeta's Muse Glimmer all locally to process personal monthly credit card statements.
Your data belongs to you!
Try different agent tasks using your favorite apps / harnesses with Ollama.
we’re proud to be partnering with @1Password so Muse will be able to work with the logins you already have.
more details on how we built all of this here: security.muse.ai
Meta Muse Video just entered the Video Arena at #3.
@AIatMeta’s new video model scored 1459 in the Text-to-Video Arena. It outperforms Alibaba’s HappyHorse 1.0 by +30pts and ranks ahead of Grok Imagine, Sora 2 Pro and Google Veo-3.1 models.
Meta has now reached the video AI
Muse Spark 1.3 (xHigh) just landed @AIatMeta back in the top 10 models for Code Arena: WebDev!
This release is ~#10 in Code Arena: WebDev with 1623 pts (AutoEval). It’s performance is par with Claude Fable 5 at #8 (1628 pts) and GPT-5.6 Sol at #11 (1616 pts).
Muse Spark 1.3
Muse already comes with connectors for popular services. When the one you want isn't on the list, you just ask Muse to build the integration. It writes the software itself and runs it on the cloud computer you share with your Muse. If the service has an API, Muse can talk to it.
This demo hooks up Linear, the project management tool, in under a minute. Muse takes the API key, builds a connector that can list teams, search and create issues, and update their status, then verifies everything with a quick identity check.
Two things from follow-ups worth knowing:
• API keys go into secure storage through a dedicated prompt. The agent never sees them.
• Custom connectors fall under the same human-in-the-loop approvals as everything else, so sensitive actions still ask you first.
Has anyone here built a custom connector yet? What did you hook up, and what are you using it for?
An open-source collection of 150 auditable connector skills for Muse that install with one pasted prompt, declare their allowed hosts and keep credentials in the user's Muse vault.
1/ we’ve built a lot of connectors to make it easier to integrate Muse into your life. Muse runs in a secure VM and we don’t use your data for ads or anything other than to make Muse great for you. you can connect Muse to Gmail, Google calendar, Outlook, Plaid, Opentable, Google
Bijan Bowen runs Muse Spark 1.3 through a browser OS, C++ skate game, subway FPS, 3D CAD Hot Wheels, a Blender/Godot wrestling game and more, then tallies the total cost.