... because I was counting something else. I pulled my sitemap this morning, 272 URLs, 18 of them category hubs, and opened the tag twin of every slug. Seven of the eighteen answer "Tag Not Found", because the tag route wants five posts and the category route

... person checks it before it ships. Until now, turning it on sent every string to a reviewer. Now it is selective. Set a quality threshold on the engine, and only translations that  score  below it are routed to a human. Everything at or above the threshold ships automatically. Reviewers spend their time on the translations most likely to need a fix, review cost drops, and high-confidence output no longer waits in a queue. Full changelog:  lingo.dev ...

... started routing the easy stuff to a small model to save money. Cost per request dropped about 40% and the dashboard looked great. What the dashboard didn't show was people re-sending the same message, so once you count the retry and the follow up clarification, the cheap path burned more tokens than just sending it to the big model once. The mistake wasn't the routing

... Mustham API because I don t want promising ideas to be abandoned simply because using AI became too expensive. Mustham API provides access to GPT, Claude, Gemini, and Grok through one platform. By combining capacity from different accounts and routes, many routes

... design quietly assumes. The place I would push back is on not just a UX feature, because it undersells the half that stays UX and stays load bearing. Routing decides whether the right person is reachable. What the ask actually says decides whether the answer they give is any good. Route

... Fleet Dashboard in 7 Days A small local logistics company came to me last week with an old, slow web application. They run a fleet of twenty delivery trucks, and they needed a secure portal to track maintenance logs, route histories, and driver shift checklists. Their existing system was built on a very basic PHP setup, but it looked terrible, had no responsive styling, and was difficult for drivers to use on their tablets while on the road. Since ... ... packages: composer install Next, I copied the environment configuration file, generated a fresh application key, and ran my initial database migrations: cp .env.example .env php artisan key:generate php artisan migrate The backend setup was smooth, and the default routes

... corridor closure as a straightforward construction activity. Operations may see: Guests wandering in the wrong direction Deliveries arriving at a door that no longer works Staff discovering a new obstacle course on the way to work Emergency routes needing immediate reconsideration Complaints increasing Revenue-generating spaces becoming temporarily decorative The problem is not always poor planning. It is often that project teams and operations teams are working from two different versions of reality. The project schedule shows when work should ... ... Reputation damage Emergency workarounds Leadership asking, When did we know about this? The solution is not simply another meeting. The two sides need a shared coordination layer that connects: Project activities Operational events Affected spaces and assets Expected disruptions Alternative

... worker. For UI testing, a remote headed browser is not just a convenience. It changes the debugging loop. Instead of asking "what did the script think happened?", you can ask "what did the user actually see?" ### Harness Code vs Local Agent Harness Another important decision is where the agent capability should come from. One option is to build the entire reasoning layer yourself: call an LLM API directly, manage prompts, retries, tool calls, screenshots, JSON parsing, and safety rules. That ... ... gives maximum control, but it also means the test harness becomes an AI platform project. The alternative

... community! I'm a solo developer and I just launched MapaWyznaczTrase a free route planner and distance calculator available in 10+ languages. Why I built it: Most route

... complete queue has drained. Stop and cancel wait for the underlying agent to settle, with a bounded forced-shutdown path when it does not. History, activity, pending messages, permissions, and session state stay isolated within the correct conversation route. Concurrent settings, profile, workspace, onboarding, and launcher changes preserve unrelated updates. Managed channel plugins are installed from pinned revisions through staging, so failed preparation leaves the current installation intact. Each channel instance gets isolated runtime state and cache directories, while onboarding ... ... authentication method declared by the plugin. Active agent threads use a soft-limited warm pool, preserving continuity without retaining every thread indefinitely. Agent profiles can also carry their own API type, base URL, headers, and model list, making provider routing

... FormRoute fixes that. One endpoint, paste it into any form, done. Validates fields server-side, blocks spam with Cloudflare Turnstile, stores submissions for up to 30 days (or not at all, your call), and delivers to your destinations. The routing part is coming next, send each submission to multiple destinations simultaneously based on rules you define. No Zapier, no glue code. Free tier: 1,000 submissions/month, unlimited forms, dashboard included. Would love honest feedback, especially from anyone ... ... ship rate limits, honeypots, and adaptive captcha by default. how are you handling that on the free tier? if you can offer a clean experience without forcing users to add hcaptcha themselves, you have a real differentiator vs

... context is genuinely different from a chatbot. Linear forces you to actually prioritize instead of just accumulating tickets. Warp made the terminal feel less like 1985. Posthog seeing where users actually go vs. where you thought they'd go is humbling. A dedicated inbox per project routing

... Product Hunt community, I m building FastHook, a webhook gateway for developers who need to debug, replay, retry, and route webhook events. The idea is simple: returning 200 OK does not always mean the event was safely processed. FastHook helps receive webhooks, inspect payloads, retry failed deliveries, replay events, and route

... Product Hunt! We just shipped Custom Watermarks a new feature that lets you put your own brand on every route video you create. Until now, every route

... your prompt. For example, keywords like melancholy, dark, or emotional will automatically target slower tempos between 60 and 100 BPM, whereas terms like banger, hype, or club will push the tempo into faster ranges and request aggressive drum patterns. Routing High-End VST Instruments Orchestria allows you to route

... super excited to introduce Avatars the newest feature on TravelAnimator that makes your journey videos feel personal. TravelAnimator has always been about bringing journeys to life. But as we kept building, we noticed something. Your vehicle was moving. Your route was animated. The experience was smooth. Yet the person on that route

... provider profiles - Review code changes with rendered diff views - Attach files, images, and documents - Control thinking/tool visibility - Open Web Terminal for local PTY sessions - Launch live previews for dev servers, Markdown, and HTML v0.6.3 also cleans up the model-routing layer: - Renamed the old API proxy wording to API Bridge across the app, docs, profile routing

... right coding agent, point it at the right provider profile, keep API translation out of your global config, and get back to coding. What changed: Better Codex launch support, including trusted launch hook handling. More reliable API Bridge routing for provider-backed profiles. Cleaner compatibility across OpenAI Chat, OpenAI Responses, and Anthropic-style request shapes. Improved handling for reasoning/tool-call histories, especially around DeepSeek-style and API Bridge-translated conversations. DashScope provider profiles are now named and migrated more clearly. Tray ... ... Claude Code, Codex CLI, Gemini CLI, Cursor CLI, Kiro CLI, Qwen Code, and OpenCode can stay close to your repo and local tools, while VibeAround gives you desktop launch profiles, a browser terminal, IM handoff, remote previews, and provider routing

... Cloud Sync was our #1 most-requested feature. Here's what we built and why. Hey Product Hunt! You'd spend time carefully planning a route on your phone, adding stops, waypoints, the images, then switch to your tablet and... it's gone. You're starting over. We've been there. It's frustrating, and it shouldn't happen. What we built: Cloud Sync automatically syncs all your saved routes

... kept hearing the same thing from creators: the video was great, but they were still screenshotting a random frame to use as a thumbnail. That felt like a gap we could close. So we added Cover Images. Export any route as a standalone image 6 styles, ready to use as a thumbnail, a post, or the opening frame of your video. No extra steps, no third-party tool. What s included: Export your route

... building Comparoute because I noticed something frustrating when working with truck routing APIs: the same origin-destination pair gives you wildly different results depending on which provider you use. The problem: If you're building logistics software or managing a fleet, you're probably locked into one routing

... this guide isn't just a quick summary. We're going to go deep. We'll explain exactly what Snaply is, how it works, why privacy matters so much for dictation tools, how it stacks up against every major alternative, who it's best for, and how to get the most out of it. Whether you're a solo professional, part of a team, or evaluating dictation software for an enterprise deployment, this is the most complete breakdown ... ... find. Table of Contents Why AI Dictation Matters in 2026 What Makes a Truly Great Dictation App What Is Snaply? Snaply's Core Features: In Depth Why Privacy Is Non-Negotiable for Dictation Snaply vs

... users who create sea route animations told us something simple: Everything looks great but the distance is in km. For ocean routes

... While building TravelAnimator , we kept noticing the same feedback again and again. Most apps (including ours earlier) draw straight lines between two points when you create a route. It works but it doesn t feel real. Road trips cut through mountains. Hikes go across lakes. A lot of our negative reviews were actually about this. People wanted routes

... thing we noticed while building TravelAnimator: Many travel videos are actually round trips . Road trips. Hikes that return to the starting point. Cycling routes. Out-and-back journeys. But creating the return path meant manually rebuilding the same route