... strict markdown schema (like a CLAUDE.md or similar instruction file) to tell the LLM how to summarize and map the data. Let the AI build a flat, interlinked wiki overnight with directional backlinks (e.g., Supports [[Topic A]] or Contradicts [[Topic

... know how that data will be used, stored, or shared Now compare that with how companies like Apple handle this. When you call their support: They explicitly tell you the call is being recorded They control the storage and usage of that data And importantly, they don t allow you to record freely. If you insist on recording, they can refuse service. Clear ownership and consent structure. But in B2B calls today? None of that exists. Anyone can: Record Transcribe ... ... capture without disclosure is a fast way to break trust permanently, even if the intent is benign. So yes, I'd stay but you'd hear about it. Comment from Olia Nemirovski(@olia_nemirovski): This is such a nuanced topic

... Records conversation history and user preferences per persona Emote Learning : Tracks preferred emotes and animations based on user feedback Relationship Metrics : Calculates rapport, familiarity, and trust scores over time Favorite Topics : Automatically identifies and remembers user's favorite conversation topics

... glad to see the disclaimer on the bottom of your site, have you thought about what other guardrails should be implemented for Leo, so that it is staying helpful and referring users to a professional as needed? On the topic of building, it sounds to me like the choices have been made based on what Lovable best supports, is that accurate? What is the reasoning behind using Lovable over other similar options on the market? When implementing auth and permissions ... ... love that it is browser based and completely client-side; really makes it easy for anybody to get started with video editing, no matter the hardware they have. I can imagine you're thinking about a backend to enable storage

... need social networks. However if you are a super celebrity then social networks may not be necessary :) Comment from Igor Lysenko(@ixord): @busmark_w_nika  I think you are a celebrity (on PH) because you actively post interesting topics for discussion, and I see that many people know you :) Comment from Igor Lysenko(@ixord): There is always this feeling that AI truly stores personal information, and it could potentially be used against you. However, if you don't share ... ... effectively. Comment from Felipe Daguila(@felipe_daguila): Great topic

... from Nika(@busmark_w_nika): @kavyashree_s1  Regarding public speaking, I have a few tips: practice in front of the camera practice in front of the mirror write down topics, prepare, and talk 15 20 minutes on some topic

... Captures It receives conversations between your users and your AI via an OpenAI-compatible chat completions API. 2. Extracts It uses LLM analysis to extract structured traits (like expertise level, tone preference, interests) and important memories (events, milestones, recurring topics) from those interactions, and associates them with a user profile. 3. Injects For every future request tagged with the same profile ID, it injects a system message that includes a short profile summary, typed traits, and a small ... ... read the code, run it on your own infrastructure, and audit the entire data flow. 2. Self-hosting as a first-class option GetProfile is meant to be deployed in your environment: Lightweight proxy built with Hono Persistent storage

... build some assets, learn how to handle money & develop some battle wounds (plus some literal battle wounds - we grew up rough lol) Had kids young so I setup 2 fairly boring businesses that could be largely automated (self storage and legal document software for accountants) so my responsibilities were taken care of and I could give myself as much time as I like available for taking massive risks without needing to raise much capital. Money is not everything ... ... maintain that level. However, having a basic knowledge of other professions definitely provides an excellent foundation for a career Comment from Nika(@busmark_w_nika): @ixord  Maybe specialisation in 2 areas while trying to cover more generalistic topics

... tools * Paying for multiple subscriptions * Dealing with disconnected data I called it the Three-Fold Problem . After talking to 200+ professionals, I realized almost everyone feels this pain. A typical team uses: * Superhuman (email) * Slack (comms) * Notion (tasks) * Dropbox (storage) * Zoom, Calendly (meetings) * Apollo, Salesloft (outreach) * Salesforce, HubSpot (CRM) * LinkedIn, Crunchbase (data/media) For 20 people, this adds up to \$80K+/year not to mention the inefficiencies. --- That s why I built Aiobis All-In-One Business Interaction Suite. * Replaces ... ... Comment from Nika(@busmark_w_nika): @mhmanik02  You are welcome! :) Comment from Nika(@busmark_w_nika): @manuelzarroca  Hopefully, you will apply these steps in your next launch :) Comment from Ju Chuang Ark(@partick_support): Thanks, Nika! This topic

... cross-platform, multimodal agent that sees , hears , thinks , speaks , and acts on your machine. Free & open source. A deterministic, AI-powered timeline intelligence engine that assembles precise, interactive 2D and 3D timelines to explore the journey of any topic, idea, product, or movement over time, grounded in real-world sources. Comment from Christina Nguyen(@christina_m_nguyen): This won't count as vibe coding to everyone since I designed every component manually and just used AI to code. Back ... ... stress test an idea at a short time while you pool in resources and work on the plan for the bigger product, but when the stakes go high, and if you're planning on creating a data storage/get

... free, focused utility that stays right where you need it. What PeekNote does: Always on top your notes are always visible Multiple tabs organize text snippets by topic (API, UI, formulas, etc.) Resizable editor stretch it as you like for longer notes Clipboard support paste directly from your browser or IDE Local storage

... Idea discovery right on the dashboard based on video topics you've already generated! Never run out of video ideas! 2. AI thumbnail generator! Now, you can type in any topic

... make automation as simple as chatting no flowcharts or complex UIs, just natural conversation. Multi-step tasks: Yes, it handles them well. You can ask it to do things like search Google for recent articles on a topic, summarize the key points, then save it to a Google Doc and it chains those steps together intelligently. It keeps context as you go, so you can build up tasks naturally in conversation. Rule-based vs learning: Right now it s mostly ... ... preferences across sessions. Best tasks today: It s strongest with web search, content summarization, creating and editing Google Docs, sending emails, and similar structured workflows. We re adding support for more tools over time think project management, cloud storage

... 512MB. File search tool pricing: $2.50 per 1K queries and file storage at $0.10/GB/day. First GB is free. What did I miss? What do you think? What can we build now with these tools that we couldn't yesterday? How does this impact other startups? Comment from Chris Messina(@chrismessina): @steveb is the forum or the launch the better place to discuss these topics

... more opening 17 browser tabs or piecing together solutions from five different answers from 2011. The Student Writing a Paper at 2 AM Jamie has 500 words of a 2,000-word paper due in six hours. The topic? The Socioeconomic Implications of Modernist Literature. Jamie hasn t read a single book on the syllabus. Select notes Double-tap Shift Help me develop this into a coherent argument with textual evidence Is it academic dishonesty? Maybe. Is it a lifesaver ... ... before distribution, ensuring it meets strict security standards. Local-First Approach : Your data primarily stays on your device. We don t store your prompts, contexts, or generated responses on our servers, all is saved locally on device. Secure Credential Storage