... Product Hunt! I'm Meghan Quinn Wells , A dedicated ghostwriter , book editor , and book cover artist passionate about helping authors transform ideas into compelling, publication-ready books. I specialize in children's books , romance , fantasy , memoirs , Christian writing , and fiction , guiding authors from rough concepts or AI-generated drafts to polished manuscripts and eye-catching covers

... security failure. A paperwork failure. He'd built something real, had paying customers, good metrics. But no report. The round didn't close. We'd seen that pattern enough times that we built something around it. What we cover Standard web and API pentesting: auth flows, access controls, session management, privilege escalation. But we also do AI red teaming, which more teams are starting to need and fewer firms actually know how to do. If you shipped an LLM feature ... ... last 18 months (a chatbot, a co-pilot, a summarisation layer, anything) you added an attack surface your existing security process doesn't cover

... backends carries both. The adapter we shipped this week (`openai_ chat.py ` in the LineageLens proxy) handles all three patterns: tool-call edits, text-content edits (Aider SEARCH/REPLACE, unified diffs, fenced blocks), and mixed responses where both appear together. It covers Aider, Cline, Continue, Copilot CLI, Goose, Windsurf, and any OpenAI-compatible backend Azure, groq, fireworks, mistral, together.ai . The hardest design decision was not the parsing. It was fail-open vs

... People, Face Clusters & Groups iPhotron can now scan your photo library for faces, generate face thumbnails, build embeddings, and cluster them into persistent People cards. You can name people, merge duplicate clusters, hide or unhide people, choose covers, reorder cards, and create People groups for photos where multiple selected people appear together. People state is designed to survive rescans and reclustering, so names, covers

... answer the the public's questions on finding solutions - and ensuring that it is your product (or, in this case, for our own account, MentionFox) that gets recommended. Items in [brackets]: these are tokens, replaced by many things, to cover many bases and add breadth to the instances where the LLM begins to see the tool that it will be introduced to as the best choice: Our bot : Solo attorney. I need to screen potential clients (intake), research opposing counsel ... ... handle intake, research opposing counsel Our bot: Saw MentionFox $99/mo Pro plan does client intake dossiers, opposing counsel research, and AI search training. https://www.mentionfox.com/selli... and https://www.mentionfox.com/selli... shows what the dossier looks like. Is anything else covering

... harder than a stairwell at 0.03. Unlabeled rooms default to the median of whatever you've labeled so far, so there's no penalty for incremental setup. Set a room to zero and the optimizer genuinely avoids it. Coverage bar matches the optimizer - Coverage

... dependency surface. What s new in v0.1.333 True dual-stack runtime (done): RustApi::run_dual_stack now runs HTTP/1.1 (TCP) and HTTP/3 (QUIC/UDP) simultaneously. WebSocket permessage-deflate (done): real parsing + parameter negotiation for Sec-WebSocket-Extensions. OpenAPI ref integrity coverage upgraded: traversal validation now covers

... overprice for light users or lose money on heavy ones. neither is great. what i ended up doing for my own project was a low base subscription + usage credits included + overage at a clear per-unit rate. the base covers my fixed costs, the included credits handle 80% of users comfortably, and the overage only hits power users who are already getting massive value and dont mind paying more. the key was making the overage rate visible upfront so nobody ... ... position to be in. only way out is adding enough value on top that people pay for the workflow not the tokens. Comment from Umair(@umairnadeem): IMO the entire thread is overthinking this. the real question isn't SaaS vs

... Leah, building BookCoversLab to make KDP cover compliance effortless. If you ve ever had a print ready cover

... Lessons from Athena s surprising coverage and what founders can learn about finding the right reporter, framing stories, and pitching press The Wall Street Journal rarely covers