... github.com/ailinone/collective-intelligence Would genuinely love your feedback, especially given the multi-provider direction you re taking with Murmell. There s an interesting overlap in how both of us are thinking beyond a single-agent, single-provider world. Comment from Iris Carr(@iris

... uncaught exceptions and blank renders. Any real runtime failure is fed back into a self-healing loop that repairs it automatically before delivery so the verification is behavioral, not just "does it lint." Comment from Saurabh Dey(@saurabh_dey1): @iris_carr   Thanks Iris

... type). for my personal project, as its far smaller in scope, I just put on my UX hat instead. things that AI think makes UX sense doesn't always translate to humans. its great for ideation though! Comment from Iris Carr(@iris

... worse now but is worth way more. The idea that got called trash came back as something genuinely better than what I walked in with (and we'll be launching it on PH soon!). Comment from Max Musing(@maxmusing): @iris_carr  100% agree Comment from Ghost Kitty(@ghost-kitty-9573678): Comment Deleted Comment from Nipun Taneja(@nipuntaneja): honest pushback is underrated. AI being agreeable was useful for momentum, but dangerous for judgment. The real value starts when ... ... like to observe outputs from Claude with other models, for example OpenAI models, so there's also feedback from different models into the core model that I'm using as well to give a more holistic view. Comment from Iris

... gradually seeing how many people in my circles are calling for more capable alternative solutions for products that originally came from the US. They are switching, for example, from ChatGPT to Mistral from Figma to Sketch and the like. Do you also decide when buying a product where it comes from, so that you support your country or territory? (For example, I first look at usability and affordability ; the country of origin is a parameter that I consider last ... ... know about any good European alternatives

... workflow traced a bug to a block I had accepted from Cursor weeks earlier and had no way to recover what I had asked for. The architecture reflects this constraint directly: the Base extension (free, zero config, VS Code Marketplace) starts recording at the moment it installs. Not full provenance file-level only until the proxy is running but it starts preserving a timestamped insertion history that cannot be recovered retroactively. I am curious whether teams here have specifically ... ... incident or a compliance question, traced it to AI-generated code, and discovered the provenance window was already closed. How did that investigation go? Did it change how your team thought about when to start governance tooling?The VS

... keep track of things I might otherwise forget. If you're a pet owner (because @Tamadoggo welcomes felines too ), I'd love to hear your thoughts. Is this something you'd find useful? Comment from Sorin Vasiliu(@s0rvas): @iris_carr  It is, partly. At least for my personal use case, that was the main problem I wanted to solve. That said, I'd like it to become more than a medical journal. Honestly, our pets' lives ... ... guesswork. Would love to know if the breed-specific layer pulls from general breed data or if it learns over time from individual pet history. Those are pretty different levels of usefulness in practice. Comment from Iris

... pointed at newsletters instead of pull requests: say what you want once, and let the system handle the repetitive parts. If you're building with agents, I'd genuinely like to hear where you keep yourself in the loop versus letting the system run. Comment from Tina Chhabra(@tina_chhabra): the decision of what to build stays human, only the labor moves to the agent" is the clearest way I've heard anyone frame the agent workflow. also came from ... ... work, it was building enough structure around it that you could actually trust the output without checking every line. that separation between review and implementation being two different agents with fresh context is smart Comment from Cagri Sarigoz(@cagrisarigoz): @iris

... data categories captured per workspace, and a full restore when you need to bring it all back. It goes live on Product Hunt tomorrow (Sunday). I'll drop the link here the moment it's up. Comment from Iris Carr(@iris

... Bitgrain now has the option to export your studio images in HDR formats, so now that HDR enabled screens would glaze beautifully with your new hdr images! try it today at https://bitgrain.app Comment from Diptanshu Mahish(@diptanshu_mahish): @iris_carr  yes! Comment from Diptanshu Mahish(@diptanshu_mahish): @kate_sleeman  yes, this is solved with @Bitgrain : ) Comment from Kate Sleeman(@kate_sleeman): I wonder how many creators actually realize their current workflow is still compressing ... ... color and brightness range unnecessarily. Comment from Iris

... onto the ExploreYC platform, put your email and start receiving emails every day with: newly added companies companies that just started hiring how are we doing it? we are comparing the snapshot of companies yesterday vs. today and detecting the dif. check it out Comment from Ghost Kitty(@ghost-kitty-9740586): Comment Deleted Comment from Konstantin Borimechkov(@konstantimb): @iris

... Shorts One click to auto-select the best clip, trim to target duration, set 9:16/1:1/4:5 canvas, add subtitles. -Speaker-Labeled Captions Color-coded speaker labels, rename speakers, apply captions with speaker awareness. Professional Editor - 20 transitions Iris Wipe, Clock Wipe, Morph, Glitch, Film Burn, Page Peel, Cube Spin, and more. All WebGL shaders. - 12 effects + 22 filter presets Sharpen, Chromatic Aberration, Film Grain, Motion Blur, Duotone. Presets: Sunset Glow, Cyberpunk, Film Noir, Retro VHS. - Crop & Mask ...

... everyone! My name is Iris, a medical doctor who also tends to love coding. As a doctor I see tremendous potential in AI to revolutionize the way doctors work, but I also recognize that integrating these tools can be overwhelming for doctors (which could lead to less sales for the app builders). To help my collegue doctors get an overview of which apps/tools are helpfull and save for them to use I am currently building a platform MedAIPlatform.com ...