... build HIPAA compliant AI for healthcare, and last month I deleted a feature I had just finished. It was a journey analytics module in our internal dashboard: stage by stage funnel, cohorts, drop off between every step. The module

... about a year we sold a suite. Six or seven modules, and we would walk buyers through the whole catalogue. Outreach sat in there as the entry item, the cheap one, the thing you would add on at the end. We were also running it on ourselves, because we needed meetings and had no budget for them. It was the only module

... Cognilumin as an early AI explainability tool. A lot has changed since then, and I wanted to post an update for anyone who saw the original thread. Cognilumin has evolved into a focused AI observability and clarity platform three modules that help teams understand, visualize, and debug AI behavior: Illuminator structured, expert level explanations with intent based routing (evaluation, debugging, observability, or master teacher depending on the question) Topology Visualizer live particle flow state maps from natural language descriptions (lightweight ... ... alternative

... dear Community ! While building RunEvr, we created different modules for creative teams - Materials, Tasks, Boards, Forums, Reviews, and more. One part we re especially curious about is team communication Our Forum module

... bigger update is scan speed . Room Service now sizes large developer folders in parallel with shared caches and faster disk-usage shortcuts. On the measured machine: Xcode Simulators: ~107s ~ 8s  overall Xcode scan: ~109s ~ 8.5s  node_modules: ~5.96s ~ 2.26s There are also improvements to Projects loading, Home/menu bar performance, cleanup progress overlays, and Applications delete progress. Would love feedback from developers with heavy Xcode, Docker, Unity, node_modules

... want, or stop building entirely. The code existing independently of us means your investment in the system is not tied to our decisions. The repo is at github.com/rahilp/second-brain-cloudflare. The recall logic specifically lives in the scoring module if you want to start there. What part of the system would you most want to inspect or change? Comment from Gal Dayan(@galdayan): the fork-the-scoring point is the interesting one to me. if someone forks it to weight recency ... ... higher, and then you ship an unrelated improvement to the conflict detection logic later, does that fork cleanly pull the upstream change, or does touching the scoring module

... been iterating on DevCleaner - a Mac menu bar app that scans dev junk (Xcode DerivedData, simulators, node_modules graveyards, Docker/OrbStack/Colima bloat, Homebrew caches, AI tool caches, etc.) and lets you clean safely with risk labels. The last couple releases ( 1.6.1 + 1.6.2 ) are mostly about project hibernation - archiving dead side projects off your SSD instead of keeping 30 GB on disk because "setting it back up later is annoying." The problem I was solving I keep old repos around ... ... upfront about: Docker daemon should be running during archive/restore; bind mounts outside the project tree aren't captured as volumes; running containers aren't stopped for you. One-click polyglot restore Light archives strip all regenerable deps (node_modules

... minutes you'll spend on your machine all year. Here's what a full disk is actually telling you. When the drive fills, the system hands you the most honest inventory it has all year: every cache, every node_modules, every Docker layer and DerivedData folder you forgot existed, all on one ledger. A bigger disk raises the ceiling, clears the banner, and hides the map, but does not fix the original issue. The behavior underneath keeps running ... ... sight. On a working dev Mac, the pattern is boringly consistent. Most of the drive is toolchain exhaust: node_modules

... them in one click whenever you need them. It handles dependency reinstall on restore, is iCloud aware, and verifies every archive before touching the original. Also added Ghost Projects (per project Xcode DerivedData breakdown) and Project Artifacts (stale node_modules and build folders ranked by age). DevCleaner stays free for manual cleanup and scanning. The automation layer is now Pro, with a 14 day free trial. Lifetime licenses are capped for early supporters at 29 dollars. Would love feedback from ... ... important because this is one of those workflows where one bad restore can make people stop trusting the feature entirely. Comment from David Tereba(@dawedeveloper): @nayan_rathod1 it archive whole procect with everything in project folder full with node_modules

... about self-hosting tend to be sticky and willing to pay for the peace of mind. Just make sure the UX doesn't feel like a downgrade from what they're used to, that's where most self-hosted alternatives lose people. Wishing FitzX Chat continued momentum and hope more privacy-focused teams find you. Just upvoted and followed If you have time, would love your eyes on AI Hive too, we're building for enterprise AI agents and automation ... ... real problem, every ad library being its own silo with zero API access sounds like a nightmare to maintain long term. Scrapers breaking on every DOM change is something I've heard complaints about from a few people doing competitor

... Riis S rensen(@jan_riis_sorensen): @busmark_w_nika  Well it started out as an alternative to Trello, but along came integrations to Github, GitLab, Addo Sign. Then came agentic framework, with agents spinning up to handle issues, but still with a human in the loop. There is also knowledge sharing and a training module

... high-load conditions, aggressive thermal cycling drives solder delamination and wire bond liftoff. legacy geometry manufacturing simply cannot resolve this without inflating system pressure drop. The Addireen AM Solution: We fabricate monolithic pure copper (~400 W/m K) EV Power Module heat sink via Green Laser PBF. By integrating teardrop and interlaced fins topologies, we strictly reduce localized flow drag. Joint Benchmarking (Same Spatial Footprint & Mass Flow Rate): >10 C reduction in max overall temperature. Mitigated thermal fatigue accumulation ...

... source: Case 1 external file. If CSS is loaded via <link>, the sheet has sheet.href like http://localhost:5173/src/styles... . We can extract the path from this URL. Case 2 <style> tag. SCSS, CSS Modules, Vue scoped Vite compiles them and injects them as <style> tags in <head>. These have href = null. But Vite adds a data-vite-dev-id attribute with the absolute path to the source: <style type="text/css" data ... ... WebSocket, wait 400ms, then re-read the CSSOM. send({ fileUrl, selector, prop, value }); setTimeout(() => { editor.refresh(); }, 400); // fixed wait The problem: after writing the file, Vite goes through several steps the file watcher detects the change, Vite recompiles the module

... optical transceivers scale from 1.6T to 3.2T, heat flux climbs while the module footprint remains fixed. Conventional die-cast housings are hitting their cooling limits. Addireen s approach: Fabricate the transceiver housing as a single pure copper component using Green Laser AM. By integrating staggered short-fin arrays directly into the casing, we eliminate thermal interface resistance entirely. Testing confirmed a 4 C drop in baseline temperature (52 C 48 C) with zero change to the module

... average user. The Echo Realm UI is your daily Command Center with a daily briefing, lunar report, background radio, and brain break arcade games built into the interface. Customize your Loadout on the fly with one click. The Command Module trays give you a unique AI experience daily, and more modules

... started with a very real problem: my Mac was a mess. My Downloads folder had thousands of files. The Desktop was cluttered. Old DMG installers were still sitting there. Duplicate files were taking up space. Developer folders like node modules, Flutter projects, Gradle cache, and Xcode archives were quietly eating storage. And honestly, I didn t want to spend hours cleaning it manually. Rules-based tools like Hazel and Finder Smart Folders are powerful, but they still require ... ... sort your files automatically. We also added: Magic Rename Rename files based on their content using local AI. Your file content stays on your Mac. Fully Free System Cleaner Find and clean duplicate files, DMG installers, unused apps, node modules

... PDFs and it converts them to editable format. 2. AI resume diagnosis It goes beyond generic advice. Upload your resume, specify your target role, company type, and experience level, and it gives you a match score, keyword coverage analysis, module-by-module

... launched Workspai on Product Hunt today and wanted to share it here. The problem we kept running into: every AI session starts from zero. You re-explain your stack, layout, and conventions every single time. Workspai is a free VS Code extension that reads your backend workspace before every AI prompt project structure, installed modules

... finally had enough of Microsoft Word. I was writing a fantasy series with deep worldbuilding, hundreds of characters, multiple magic systems, interconnected timelines and Word was buckling under the weight of it. But when I looked at the alternatives, nothing quite fit. Most word processors aren t built for long-form fiction. They re built for essays, reports, blog posts. They don t understand what it means to manage a series with seven books and a living lore bible ... ... fiction authors. Not a web app. Not a subscription service. A program that runs on your computer, stores your data on your hard drive, and works whether you have internet or not. It s built around five interconnected modules

... more we used AI tools alongside it, the more frustrated we got with the same problem AI has no idea what your project looks like. You repeat yourself every session. Workspai is our answer to that. It's a VS Code extension that reads your backend workspace structure, modules

... memory mood world friction live board state starts to become something much more powerful. What is not finished yet This part matters. Blaze Balance Engine should be discussed honestly. It is not yet the final fully active, autonomous balancing module. Today, it is better described as a planned resilience and adaptive control layer whose support systems are being assembled in public . What still needs maturing includes: 1. Full operator-facing balance panel The admin side needs a cleaner, more complete ... ... control surface where operators can see: pressure inputs balance recommendations active bounds suggested changes recent balance receipts frozen vs

... just published a deep breakdown of what "proactive CRM" actually means in practice vs the standard HubSpot reactive database model. The short version: Kobin's CRM runs 4 automated AI intelligence routines you don't configure or trigger manually: Risk Detection (multiple times/day): flags deals stuck 21+ days AND blocked tasks in the same client relationship simultaneously Revenue Intelligence (3 /week): surfaces deals closing this week, high-probability deals (>70%), and stale high-value deals ($5k+) before they ... ... seats) that also includes team inbox, tasks, client portal, Google Drive vault, and calendar. Full post with real sample AI outputs from a live workspace: https://www.kobin.team/blog/proa... Questions welcome happy to explain the technical architecture behind the cross-module

... built X. Nobody used it. So we stopped trusting what people said and started tracking what they actually did. The dataset We pulled 12 months of usage data from Rankfender. 1,247 active users. 27 distinct features across 8 modules. We looked at three metrics for each feature: Adoption rate % of users who tried it at least once Retention rate % who used it again after 30 days Request volume how many users asked for it The gap between what people ... ... every day? We tracked the top 10% of accounts by engagement. Their most-used feature was the Workflow Engine. Not because they requested it. Because it saved them time. They built automation for content publishing, citation alerts, and competitor

... posting here We want feedback from people who ve actually tried to sell AI into strict environments : what s the minimum bar for audit ready in your world? If this resonates, subscribe to our upcoming launches we re shipping module by module

... official launch, we want to make sure the product delivers a good experience, so we'd really appreciate any feedback, suggestions, or ideas from the community. Overview: Understand Your Brand s AI Position in One Minute The Overview module has a very clear goal: to help users quickly grasp their brand s overall performance and trends within generative engines. 1.1 Four Core Metrics The Overview page focuses on four key metrics: Visibility , Citation , Share of Voice , and Sentiment . Visibility: Indicates ... ... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor