... Loop. I wanted the agents I use in one desktop workspace, with their conversations, sessions and project knowledge close together. The Brain holds project files, notes and saved decisions the agents can retrieve. Each agent keeps its own conversation. Freeforms lets me arrange chats and widgets around the task. The waitlist is now open: https://loopagents.app/ . Sign up to hear when early access opens. The next demo I want to record would show one agent changing a project decision, then ...

... almost nobody solves what comes after like changing the app safely, keeping it running, not paying credits to fix what the AI broke. So that's the part we build for. The AI writes a structured blueprint instead of freeform code, changes show what they'll affect before they apply, and the platform maintains the system after. Internal tools and AI automations only so narrow on purpose. Development wraps in November, early access opens in January. What I'm here ...

... first output wasn t usable. Even a rough behavioral metric is better than treating every completed run as a success. Comment from Alper Tayfur(@alpertayfurr): I ve had the same experience. The better routing rule is probably not cheap vs expensive, but verifiable vs

... worked: 1. Fixed test sets per tool I keep 15-20 real examples with known "correct" outputs (e.g. resumes I'd manually score) and re-run them after any prompt change. Cheap, catches regressions fast. 2. Structured output over freeform forcing JSON schemas with explicit fields (score, reasoning, flagged_items) makes drift way more visible than letting the model write prose. If a field goes missing or the reasoning gets vague, that's a signal before a user even complains ...

... number of applications you received. Looking forward to the June release:) I am know this product will help make my work and life more efficient. I am constantly typing notes, meeting minutes, and ideas in Google docs, Freeform, and Notes--looking forward to having it all in one place. Plus, eliminate the need to manually type all "my stuff" in to save it for later. Comment from Elisa Lo(@elisa_lo): @new_user___090202674ab6e030a7a9c52  Thank you Mukesh ...

... Issues Fixed Folio (Verso s notebook tool think OneNote, but smarter) had some real-time edge cases. Those are now fully resolved . The Real Challenge Real-time on a canvas is not the same as text . Text linear Canvas freeform On a canvas: Elements have arbitrary positions Different sizes Z-order layers Multiple properties per element Every single property must sync not just content. Question For those who have built collaborative canvas tools: How did you handle sync for freeform

... months, our most requested feature at Murror was a chat function. Users wanted to talk to the AI the way they talk to a friend. It seemed obvious. Every competitor had it. Every feedback form mentioned it. So we built it. And within two weeks, our core metrics started dropping. Session length went down. Return rate went down. The thing users said they wanted was actively making the product worse. Here is what we discovered when we dug into ... ... Hosseini Great question. When we dug into the feedback, most users said they wanted chat because they wanted to feel like they were "talking to someone who gets them." The underlying need was connection and responsiveness, not necessarily a freeform

... founder of Munch. I built this because I kept watching creators spend hours turning one video into posts. You paste a YouTube or Vimeo URL Munch extracts the transcript using 5 fallback strategies (so it actually works on videos competitors choke on) Claude AI writes 8 complete, platform-ready pieces in ~60 seconds. No file uploads. No per-action credits. One munch = everything. PH exclusive: Your first munch is completely free, no card needed. Just sign up at munch.video ... ... That's been fixed. BRAND CONTROLS -------------- Brand voice: Six presets Default, Professional & Authoritative, Conversational & Friendly, Bold & Direct, Educational & Thoughtful, Witty & Playful. Selected voice is injected into every generation. Custom brand instructions: Save your own freeform

... That's been fixed. BRAND CONTROLS -------------- Brand voice: Six presets Default, Professional & Authoritative, Conversational & Friendly, Bold & Direct, Educational & Thoughtful, Witty & Playful. Selected voice is injected into every generation. Custom brand instructions: Save your own freeform instructions that apply to every generation. "Always mention our product name in the LinkedIn post." "Keep X threads punchy." Stored on your account, applied automatically every time. Output length: Short, Standard, or Long. Scales word counts proportionally across ... ... outputs, no subscription Annual plans available on all tiers. ============================================================================ WHAT'S RUNNING UNDER THE HOOD (the stuff that proves it's not just smoke and mirrors) ============================================================================ WHY CLAUDE? =========== Munch runs on Claude Anthropic's flagship model, not a cheaper alternative

... iPad) to edit images MainStage (Mac) to turn your computer into a musical instrument Motion (Mac) to create video animation Compressor (Mac) to transcode media files into other formats Extra features on Keynote, Pages, Numbers and (soon) Freeform Considering tools like Final Cut Pro only used to sell for a one-time purchase of $300 and then later on just iPad for $4.99/month, how does this deal look for consumers? Do the bundled items some of them video, some ... ... them audio make sense together? And since Apple can offer it through its own App Store without charging itself commission, where can competitor