... Network (yes, we know ). Tell it who you want to reach on X and it finds the warmest chain of people between you and them. It explains why each link is warm and drafts the ask for your first hop. It never sends anything on your behalf, you still do the talking. We've made it free to try, so if there's someone you've been meaning to reach, go poke at it and tell us where ... ... wrong. The hard questions were the best part of the last launch. Or drop your X handle and the handle of one person you'd love an intro to, and I'll reply with how many hops

... agents, you know the debugging story is rough. Your APM tool sees the HTTP calls. Your LLM tracing tool sees the prompts. Nothing sees both, and nobody can tell you why the agent gave a bad answer or which hop in a five-agent workflow burned the latency. We're fixing that by putting AI observability inside the same platform that already handles your logs, metrics, and traces: Monitor: Sessions, Agent Graph, Agent Behavior, and Insights. Every run, every tool ... ... call, every hop

... speed test: is my connection the problem, or is it something past my door? The Link panel on the Netfox Overview the wired half, the radio with its headroom and its rate, the error counters, and the first-hop split What the cable negotiated, against what it could have. A 10-gigabit port that settled for 1 Gb/s is not broken and nothing in macOS tells you it happened. Netfox names it, and names the two usual reasons the cable ... ... link Whether anything is being dropped right now, and since boot. Two separate claims, because a link that has been clean for weeks can start dropping frames this second. And how far away the delay starts. "First hop

... managed to deploy it to Google Play. It worked. Phase 3: The GameDev Trap (Early 2026) With the blackouts over, I got overly ambitious. I wanted to build a game and get a publisher. I spent months engine-hopping from Unreal Engine (blueprints broke my brain) to Unity, to s&box. I was burning out fast. I realized that building a complex game purely relying on AI as a solo dev is a fast track to madness. I needed ...

... nothing, the reviewer's normal experience becomes an empty screen, and empty screens train people to expect empty. Whether the one that is not empty gets read properly on day forty is an open question. It still beats the alternative, because a difference against a background of silence is about as salient as anything gets. And yes to the small pile. Most of what gets called judgement is work nobody has bothered to make mechanical yet. Comment from Aadil Ghani ... ... have a prior relationship you can enforce against, or you have possession of a link, and there is no third thing. Which is also why my two open questions turn out to be one. Add a second escalation hop

... decide each time Second Brain v2 is live today, and this is one of the areas where I would especially value feedback. Comment from Rahil Pirani(@rahilpirani): @saturnina_brigante  Conservative is the current default. One hop means one layer of connected context, not a web. The design treats extra depth as something you ask for, not something you have to filter away. Comment from Ghost Kitty(@ghost-kitty-9802483): Comment Deleted Comment from Rahil Pirani(@rahilpirani): @amard_sonal ... ... Direct matches always surface first, and the hops

... Then it grades how sure it is: Verified, Very Likely, Needs Review, or Monitor Only, so you know whether to act now or just keep an eye on it. Happy to walk through it live if you want to hop on a call. Comment from Stacy Wycoff(@stacywycof83995): @shahroz_siddique  Fair question, and honestly the honest answer is it's weakest right there at day one. For the first couple weeks it leans on conservative industry-general priors instead ...

... everyone Ready to supercharge your AI training? MLForge is the only app that brings models , datasets, benchmarking, training, and deployment together in one place. No coding required , unified desktop application to build complete ai models . No more tool hopping just one smooth flow from start to finish. now its completely free so start today . visit mlforge ...

... Skip Hop offers soft, safe, and highly absorbent baby diapers and care products designed to keep your baby comfortable, dry, and protected all day. Our gentle, skin-friendly range is made for newborns and toddlers, ensuring everyday hygiene and peace of mind for parents ...

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... Something cute is coming to PetPat Get ready to meet the Rabbit, a fluffy little companion that s ready to bounce around your screen and keep you company while you browse Soft ears. Tiny hops. Maximum cuteness. Coming soon! Install PetPat now: chromewebstore.google.com/detail/petpat/ppfpaggnedkhedggdgiolgeoiglaaaed Who s excited for the bunny ...

... problem we couldn't stop thinking about: A standard RAG pipeline for a bank running fraud detection costs $60,000+ per month in LLM inference alone Answers come back in 7-11 seconds Hallucinations spike on complex multi-hop queries Zero audit trail; no compliance team can explain a single AI decision to a regulator That's not an AI problem. That's an infrastructure problem. And nobody was solving it at the layer it actually needed to be solved ... ... intelligence layer that understands context, relationships, and confidence . Fast enough to answer before the LLM loads. Accurate enough to stake a compliance decision on. Where we are today: Sub-10ms query latency 67% reduction in LLM inference costs vs

... comes to thought/idea capture and organization. I understand that there are plenty of productivity and note apps out there, but mine specifically addresses intent to graduate thoughts to ideas and ideas to validated business ready plans. I'm just hopping in to say hi and look forward to getting my launch prepped here on PH. I would love to kick off a discussion. We are all "idea" people. We are here because we had a thought/idea and want to turn ...

... music. We started by solving the simplest version of the problem: give content creators a way to generate background music that's actually theirs. That took off, caught the attention of invesotrs, and things grew from there into hip hop, sync licensing, and eventually the B2B world. Now our API is used by teams at Canva, mirage/captions, and others. Our music plays in physical spaces around the world, such as an Indonesian coffee chains, Panasonic offices ...

... talk to AI. We recently got in touch with Peter Stansbury , who helped us improve our deck a lot and get it ready for Boardy. Boardy is an AI you can talk to about your startup - literally. You can hop on a call or message it, explain what you re building, what you re raising, and what you need. After that, it figures out who you should meet and makes intros to relevant investors or people in its network. Feels ...

... hopping online shouldn t feel uncertain. This AI-powered virtual try-on lets customers see how products look before buying directly on your store. Key Features: Instant AI try-on Easy integration No extra apps needed Helps increase conversions & reduce returns Built for modern eCommerce brands who want to sell smarter. Would love your support and feedback ...

... built this side project while switching 3 metro trains between home and office. Today it is 260,000+ users and the solution that your dev tools company might be looking at if you're building developer programs and still hopping between platforms whenever a new engagement comes up. Since this thread is about my production, I have headed the product with one of India's largest ed tech in the past and have been engineer zero at a health tech ...

... testing ad creatives, I fell down a rabbit hole watching live sellers on Instagram. I noticed something weird sellers would build up all this energy with their audience on IG Live, then tell everyone to go download Whatnot or hop to another app to actually buy. Half the viewers just... left. It seemed like such an obvious gap that I figured someone must have already solved it. Turns out, not really. So a few thousand dollars in API tokens later ... ... that would keep me up too. What has helped me with a similar problem is not trying to make the system always right, it is making it grade its own confidence and say plainly when it is guessing versus

... Solo builder here, won't say much about the product yet but happy to talk shop on the plumbing. Quick version of what I'd tell my past self: Auth - Supabase, Clerk, Auth0, pick one. An afternoon of setup vs. days of building it badly. I tried the days version first, do not recommend. Permissions - this is the sneaky one. Most people check "can this user see this?" in their app code. Way better to push the rule into ... ... tattoos or mockups) Tech-wise I m using: Flutter for the mobile app Firebase (Firestore + functions) OpenAI + Replicate for image generation (testing multiple models right now like DreamShaper, Flux, Ideogram) Biggest challenge so far has been balancing quality vs

... Hello all! I am Emmi, Co-Founder and CMO of Persona. As our launch is approaching this spring, I wanted to hop on here to share thoughts on this crazy journey. Building a startup has forced me to accept two things: Most growth problems are actually clarity problems. If people don t immediately understand what you are building, no amount of marketing will compensate for that. Leadership often means operating at a level slightly beyond your comfort zone and learning ...

... Supaguard upgrade Multi-Project Dashboard (PRO) You can now monitor up to 5 Supabase projects from one dashboard. Security score per project Scan history Settings overview Color-coded health indicators Free 1 project PRO 5 projects No more project hopping. Scheduled Monitoring & Alerts (PRO) Security on autopilot: Daily / Weekly / Bi-Weekly scans Slack notifications Webhook alerts Email on score regressions If your posture drops you ll know instantly. Compliance Assessment (NEW) We ve added built-in compliance checks ...

... understand what a wallet or transaction is actually doing without deep domain knowledge. Kettaro focuses on interpretation over raw data : Plain-English explanations of transactions Wallet behavior profiling (trader, holder, DeFi user, NFT activity) Fund tracing across multiple hops Risk signals tied to known entities, mixers, and sanctions My goal isn t to replace existing explorers, but to make on-chain activity understandable to more people especially investigators, developers, and curious crypto users. I m here to learn, iterate ...

... recreating full design software, only the most common adjustments were included. This kept the interface light. Centralized Image Library: Auto-organizing outputs removed the mental overhead of file management. Built-In Collaboration: Sharing and feedback were native, avoiding tool hopping. Common AI Tool Problems This Addressed This approach helped avoid several common pitfalls: Feature overload that slows beginners Generic outputs with no refinement path Fragmented collaboration across tools High learning curves that kill retention The AI didn t replace creative ... ... each other. If someone gets a result that's 90% right but the editing tools are intentionally minimal, where do they go from there, back to re-prompting and hoping, or out to another tool, which is the tool-hopping

... Performance can degrade as pages grow larger and more complex. And critically, the usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... more AI. I m focusing on a simpler but harder problem: making reality the same everywhere catalog, prices, and stock across WooCommerce (first), Etsy, eBay, and later Shopify. GNIZDO surfaces drift early, reduces oversells, and cuts the dashboard hopping + spreadsheets loop that burns operators out. Beta invites start rolling in March. If you run a multichannel store and want a calmer daily workflow, you can join the waitlist at gnizdo.space . Happy to answer tough questions especially about edge cases, failures ...