Open Source Factory

AGENTS & WORKFLOWS Kimi K3.1 Pro: A 3D File Still Has to Fit Open Source Factory · Oct 23, 2026 · 7 min read Watch the English motion graphic English motion graphic. Animation, new original music and sound design: Open Source Factory. Geometry and inspection are conceptual animation, not a recording of a Kimi run or print test. Sources: Moonshot launch and Kimi Code documentation; checked October 24, 2026. A downloadable 3D model gives you something to inspect, alter and print. It does not tell you whether two holes are the right distance apart. Kimi K3.1 Pro's 3D Make is most interesting at that boundary between a convincing shape and a usable part. In this article What would make an AI-generated 3D model useful? What does the 92.7 BenchCAD result actually measure? How can a shape look right and still be 0.5 mm wrong? What would I check before the first print? Which version can I use today? Measure the exported part Kimi K3.1 Pro is available through Kimi’s services, while fu...

POLICY & RESEARCH 1Password for Agents: Signing In Is Only the First Step Open Source Factory · Oct 23, 2026 · 7 min read Watch the English motion graphic The Secret Stays Behind. Original English motion graphics, music and sound design: Open Source Factory. Based on 1Password documentation; conceptual animation, not a product test. Rollout checked October 23, 2026. An agent needs to sign in before it can do useful work inside an account. Handing over the password creates an obvious problem; keeping the password hidden addresses only part of it. 1Password's proposal deserves a look at both the sign-in request and the access that remains afterward. In this article How can an agent sign in without seeing the password? Which agents can actually use it? Is it included in my current 1Password plan? What changes after the login succeeds? What would I check before connecting an account? Inspect access after sign-in That is what caught my eye in 1Password for Agents , announced on O...

AGENTS & WORKFLOWS Muse, Grok Bot and Dots: Choosing an Agent by the Job Open Source Factory · Oct 21, 2026 · 9 min read Watch the English motion graphic 60-second English motion film. Original animation, newly composed music and sound design: Open Source Factory. Conceptual explanation from official documentation; not a recording of a product test. For a weekly report, I care about what is ready the next morning: the correct file, traceable sources and a clear record of changes. Muse, Grok Bot and dots organize that work differently. Their documented workflows are a better starting point than a general intelligence ranking. In this article What are we actually comparing? What does it cost to start? What do people who used them actually say? Which would I choose for the same job? What would make this a fair test? Three questions before handing over a real account My starting choices are Muse for everyday delegation, Grok Bot for a team of named roles, and OpenAI dots for ongoing ...

AGENTS & WORKFLOWS MiniMax M3.1 Flash: Price the Finished Task Open Source Factory · Oct 20, 2026 · 6 min read Watch the English motion graphic 48-second motion film. Animation, newly composed music and sound design: Open Source Factory. Sources: MiniMax and Plotly. Conceptual animation, not a model-run recording. A low token rate makes an agent cheap to start. It can still spend the saving on repeated searches, long answers or failed attempts. For MiniMax M3.1 Flash, the useful calculation follows the entire job through to an accepted result. In this article What can you actually use today? What does the rate card buy? Does cheap pricing survive a whole task? How would I test it on my own work? Count the work after the first call MiniMax M3.1 Flash is worth trying for work that can run in the background. Its official API rates are low, and an outside analytics evaluation gives it a credible result. But the bill for a completed job depends on how much work the agent creates alon...

AGENTS & WORKFLOWS REA: Inspect the Evidence Behind a Reconstruction Open Source Factory · Oct 13, 2026 · 6 min read Watch the English motion graphic English motion graphic and new original music: Open Source Factory. Public-source overview, not our REA test. Instrumental music; no narration. If an agent says it understands an application, ask where the answer came from. REA's public examples supply source locations and analysis artifacts that can be inspected. That evidence trail is more useful than a star count when deciding whether to try the project. In this article Evidence an agent can inspect The Notion case explains the everyday use The DX-Ball example goes below JavaScript Installation and target requirements Local analysis still has boundaries The project is morluto/rea , short for Reverse Engineer Anything . A GitHub API snapshot on October 13, 2026, at 16:51 KST recorded 176,392 stars and 42,377 forks . Those are dated interest signals. They do not establish recon...