Cool idea @MaziyarPanahi @googlegemma Here is a demo you can play with Gemma 4 Sam 3.1 running all on a Mac via MLX Build with @WorkshopAI Repo 👇

.@Benioff makes the pitch for @RaylineAI flawlessly. Every part is there ... - intelligent model routing, - routing across cloud and on-device, - the immediate focus on coding but the broader need beyond ... Added some callouts for clarity :)

Claude Code's API rates are 8-10x more expensive than its subscription rates. Most of those tokens are wasted spend. We built @RaylineAI to fix that. Rayline is a model router built specifically for Claude Code. You plug it in, and subagents get routed to open source and on-device models. Use Opus as your main agent overseeing grunt work delegated to open models. Quality holds. Costs drop 60-90%. The key insight: model routing belongs at the API layer, not the harness layer. Harnesses are converging. LLMs are becoming interchangeable. The control point is the gateway, and that's where enterprises need to manage spend without forcing teams to adopt new tools. What makes Rayline different from other routers: - Built specifically for Claude Code - Routes at the subagent/subtask level - On-device routing via MLX (Qwen 3.6 and others) - Built-in ML router trained for Claude Code tasks We've been thinking about this problem for a long time. We built model routing into @WorkshopAI months ago. Others launched similar things last week. Rayline is the first of its kind: a router built from the ground up for the coding agents you already use. We're already routing billions of tokens per day for individuals and publicly traded companies. Try it at Rayline[.]ai (p.s. Codex is next!)

This is the exact thesis behind @RaylineAI Route subagents to open models (and on-device), while letting users choose Opus/GPT 5.5 (or any of the "open frontier" models) for the main agent. This type of model routing needs to live at the LLM gateway API layer ... use whatever harness you want, and whatever model you want

Gemini 3.5 Flash is now in Workshop. Free for every paid plan today only! Unmetered until 11:59 PM UTC ⏳ Go build something amazing!

Gemini is free on Workshop for Max subscribers from May 12–20! Use Gemini for apps, workflows, internal tools, dashboards, agents, image tools, and more. Available for both existing and new Max subs.

Money above glory

Want to win an election? Change your name. Live data from London's #electiontresult2026 shows candidates higher in the ballot get more votes than their party colleagues in the same ward 72% of the time. 17 candidates so far that missed out on a seat: ballot-order.workshop.build

whois.workshop.build 👀 🤓

Prompt-to-app is table stakes. The hard part is what comes next: backend, data, APIs, auth, services, jobs, infrastructure. Workshop is for building real software.

❤️ you can also download and use Gemma 4 models for subagents in @WorkshopAI. A favorite setup of mine is to use Gemini 3.1 Pro for the main agent and Gemma 4 31b for subagents on my M4 Max.

Want to build with AI for free? With local models in Workshop, you can build websites, dashboards, internal tools, workflows, prototypes, and more. That means: - Zero API costs - Offline access - Full privacy Try local models today in Workshop Desktop.

You don’t have to use one model (or one provider!) for everything. With Workshop, you can combine frontier and local models in the same workflow. For example: Opus can be the main agent, and delegate specific tasks to Gemma 4 via subagents. Better quality where it matters. Better privacy, speed, and cost where it counts. One workflow, best model for each task.

Opus 4.7 is now live in Workshop! (Prefer to stick with Opus 4.6? No problem, it’s still available as well😉)

Don't ever change, Google.