... leadership." Copy, paste, post. Zero lived experience, zero original thought. It's just AI slop in a blazer. AI-written emails to people who matter. Your client can tell. Not because the grammar's off because the warmth is. VS GOOD AI JUDGEMENT Using AI to actually look at what a candidate did. Not keyword-matching a CV pulling apart their portfolio, cross-referencing their claims. You still decide. You just decide better. Using AI to draft, then making ... ... with younger people / students. We did a 2K study looking at scores across different domains, "critical thinking" which is one of the key markers of how AI fluency is measured, is lowest in students. Approach the findings with a grain

... half. The part I'd want to know is what the server exposes: a handful of coarse tools, or one per capability? Coarse tools mean the model has to guess the right arguments and gets it wrong silently. Fine-grained ones flood the context I've seen a single server eat a third of the window before the user typed anything. And on the "whole company" side: does the MCP layer inherit the permissions of whoever connected ...

... send a one-pager, it's faster." A dense page of text and I read none of it. A deck gives an investor a clean, focused way to follow your story, one idea at a time. "Don't mention competitors, it makes you look weak." A blank competition slide reads as naive, not dominant. Showing you understand the landscape is what makes the "here's our edge" line land. I've watched each of these cost founders real momentum ... ... working top down. A bottom up number is far more convincing. Comment from Steve Barns(@steve_newdaythera): My favorite is when I get contradicting advice from various pitch reviews: "Get into the weeds about your regulatory path" and alternatively

... looks pretty different: SSO (SAML and OIDC) : authenticate through the identity provider your company already uses SCIM provisioning : users, groups, and memberships sync automatically from Okta or Entra as people join, move teams, or leave RBAC : groups with fine-grained permissions on data sources, dashboards, chats, automations, and MCP servers Row-level security : control which rows each person can see, and the AI respects those policies in every query it runs SOC 2 Type II : audited annually, encryption in transit ...

... only gets exercised once you log in as a second, different user and try to touch the first user's row from that session. And 'denied' has two flavors worth telling apart: an empty result, the policy filtering correctly, versus a permission error, a missing grant. Same outcome at a glance, different meaning. Comment from Christian (@actuallydone): @yusuf_abdulaziz I built Actually Done entirely on my phone, using an AI agent to write every line of code. No formal coding ... ... different in an error log, but if you're testing with a role that lacks the grant, you never reach the policy logic in the first place you're testing Postgres's coarse table-level ACL, not the fine-grained

... kitty-9806679): Comment Deleted Comment from Hana Salazars(@hana_salazars): did you perpare answers in advance so conversations stayed active throughout launch day? Comment from Stacy Wycoff(@stacywycof83995): We literally just launched this week so take this with a grain of salt, but the thing that helped most in the final days wasn't more channels, it was writing down the actual answer to "why does this exist" in one sentence and testing it on people who'd never heard ...

... just approve what ships, we call it MyInc . Happy to share how it handles whichever one you pick. PH folks: 2 weeks free, no card, code [MYINC-PHFORUM].) Comment from Eden(@builder_eden): On the team behind this, so grain of salt, but honest: mine is content. Nothing forces a deadline on it, so it is always the first thing I let slide when something else catches fire. Funny part of handing it to MyInc was trusting it to ship ...

... were building. Comment from Anna Ludwinowski(@anna_ludwinowski): @austinbuhl  Interesting that you land on problem-first for Salestrics but demo-first as a viewer. Do you think there's a difference between what convinces you to look closer versus what you'd actually put in your own launch copy? And on "most startups" - is there a specific kind of team you picture hitting that per-seat pricing wall, or is it genuinely everyone past a certain size? Comment from ... ... user___1702026e6f946759d1d798a): This is also one of the first things investors look for. A polished demo can attract attention, but if someone cannot quickly understand who has the problem, how painful it is, and why the current alternatives

... glasses, I'm with you, niche market for a long time. My two answers: I'm so deep in my own product right now that I can barely see the rest of the world, so take this with a grain of salt. reFrame. It's built on a standard for how we treat each other, the R3 Framework: Regulated, Respectful, Repairable. When the world hears Google, we think search. My bet is that "did you reFrame it?" becomes as common ... ... surface is what dies. And that distinction has teeth commercially: the moment your product becomes infrastructure someone else operates, you usually lose the customer relationship the agent owns the user now, you're just a backend it picks. 'Visible vs

... your core data. Local Physical Isolation: I abandoned the pseudo-demand of "multi-device sync" to return 100% control to the user. Think of it as your absolute hidden safe in the cyber world. Why go against the grain with a purely local app? Many competitors

... remove all of that complexity, because real teams eventually need it. Instead, we're trying to figure out how/when to reveal that complexity. Filters only appear if you ask the AI. Access controls can get super fine-grained, but only if you start inviting more teammates. The best products often feel simple at the start, then become more powerful as the user needs more. I think @raycast is a great example. It comes with hundreds of built-in features, with ...

... galdayan): our setup ended up being a Slack webhook per agent session, posted to a channel only that agent writes to. sounds basic but the key part was making the notification say WHY it's waiting (needs approval vs finished vs

... Depth Ball Export Axis: A bug where Depth Ball appeared inverted on the Y axis in video export has been fixed. New Effects Kinetic Typography: Echo, Slit, Beat, Lissajous, Rotor, Portal, Fold, Aether, Ripple. Main Effects: Thermal, Plasma, Film Grain, Lenticular, Ripple, Wave Warp, Fisheye, Radial Blur, Directional Blur, Bloom/Glow. Comment from Richard Smith(@richard_smith_sv): The randomize button is such a great addition for creative workflows, really helps speed up experimentation ...

... pressed a button and got something with character. No 14 sliders, no filter scrolling. So I started building NiCam. You open it, pick a film stock (Portra 400, Kodachrome 64, CineStill 800T, a few others), and shoot. The grain, halation, color science - all baked into the capture using Metal shaders, not LUTs slapped on top. No processing wait. Just point and shoot. What I'd love from this community: Honest feedback on the App Store screenshots - would you download ...

... speaker labels, rename speakers, apply captions with speaker awareness. Professional Editor - 20 transitions Iris Wipe, Clock Wipe, Morph, Glitch, Film Burn, Page Peel, Cube Spin, and more. All WebGL shaders. - 12 effects + 22 filter presets Sharpen, Chromatic Aberration, Film Grain, Motion Blur, Duotone. Presets: Sunset Glow, Cyberpunk, Film Noir, Retro VHS. - Crop & Mask Rectangle, ellipse, polygon masks with feather and inversion. - Multicam Editing Sync angles, switch views with one click. - Marker System Colored markers with notes, jump between markers ...

... Mark Lemuel M(@kilopolki): The cures are always been filtered.. Honestly?? call me a conspiracy theorist but ever since the food pyramid is turned upside down in the USA where the real food is "meat" and not whole grains, these cures are starting to come out. IT IS ALWAYS BUSINESS and MONEY for the crooks who run the world. -they know that " meat and eggs" has always been and always our descendant food for our body to respond well ...

... Data Avatar offers: Encryption and secure storage for all your files and added health logs Data extraction (files parsing) including formats ChatGPT alone won t reliably extract from, translation and summarisation + original file preview Secure structured sharing with fine-grained access controls - share all your health picture or only the pieces you choose Personal identifiable information detection and selective redaction, sanitised files export And so much more! I want to keep my story momentum . Check all our current features here ...

... both zoom in and zoom out. We scratched our heads a bit at this seeming contradiction, but it clicked when viewed through a management frame: managers delegate at a high level but want updates at a fine-grained level. The key lesson: there are two different zoom levels that agent builders need to intentionally design for. Actions need to be coarse enough that the user can be efficient and productive. But observations need to be fine-grained

... nika): @alpertayfurr  I wouldn't be happy if Clawd would send some rude message to my clients. :DDD Comment from Briana Pole(@briana_pole): For me it's less about the data category and more about authority vs. visibility . I'll let AI know a lot calendar, to-dos, logistics but I don't want it acting irreversibly without me confirming, especially with money or health stuff. Honestly, what builds trust for me isn't the sensitivity of what ... ... taught me this the hard way: an AI that gives a confident-sounding answer when it's actually guessing is more dangerous than one that says it isn't sure yet. We ended up building explicit confidence grading (Verified vs

... physically incorrect geometry. The Solution: I decided to go back to the roots. Nack uses a deterministic Shape from Shading (SfS) algorithm. No AI, no cloud servers, 100% offline. It extracts high-frequency details (pores, fabric weaves, stone grains) from a single smartphone photo in just 4-10 seconds. Key Features: Instant: 4 seconds to get a 2K/4K map. Private: Everything is processed on your device. Accurate: Pure mathematics instead of generative guessing. Game-ready: Exports standard Normal and Displacement ...

... more thorough than other tools i've found Comment from Tommy Barav(@tommy_bar_av1): I use relay.app and for me it is the go-to app. Love the simplicity of it and how easy to use vs. other tools in the market. Comment from Rick Mulready(@rick_mulready): I use @Relay.app everyday in my business and also teach it to my AI Playbook community. It just... works and is super intuitive. Comment from AJ(@build_with ... ... Relay is the way to go (soo intuitive + incredible support). I use it for: Finding relevant threads for my product on Reddit and drafting SEO optimized comments (super effective) Monitoring brand mentions on Reddit Monitoring customers' complaints about my competitors

... community templates save hours of setup time, and the AI workflow builder is genuinely useful for complex automations. Make (formerly Integromat) - When you need granular control over data transformations, Make shines. The scenario editor is more powerful than most alternatives, and the pricing scales better for high-volume workflows. What I've learned: The best automation tool depends on your specific stack and technical comfort level. Zapier for simplicity and reliability, n8n for customization and cost control, Make for complex ... ... improved reliability across the team (13 people). @Airtable is still the backbone. Not using it like a spreadsheet, more like a logic layer. We trigger tasks and follow-ups inside UseMotion based on performance in PriceLabs, not gut feeling. @Grain

... automatically excludes permissiontrail.co.uk to avoid accidental data clears or logouts. Improved layout and responsiveness Action buttons and filters reorganize intelligently on smaller screens, preventing UI overflow and keeping everything usable. Why this matters Many users wanted more fine-grained control especially developers and privacy-focused users who needed specific domains ignored. This update makes Permission Trail more flexible, customizable, and easier to use long-term. Technical highlights New excludedWebsites store using chrome.storage .local Real-time syncing between extension and dashboard ...

... Blending turns even simple images into something with much more style . 2. Overlays (Static PNG/WebP on top of everything) Overlays stay fixed and don t move with parallax perfect for: Double exposure effects UI/HUD frames Borders & corners Dust, grain, scratches Lens flares Text banners You can use PNG or WEBP (with transparency), adjust opacity, and combine it with blending modes. Works in both the PC Creator + Android App These features are fully supported on: Eseer Galileo the PC Creator ...

... problem-solving. Comment from Musa Molla(@musa_molla): @yash_patidar_  That s a real challenge, Yash. Cost creep during testing can be brutal. We ve seen similar issues across AI teams, which is why we re building fine-grained monitoring and caching layers into GraphBit to help control exactly that. You can peek under the hood here: github.com/InfinitiBit/graphbit Comment from Ilai Szpiezak(@ilaiszp): LLMs in Production are a super interesting topic, especially as it's very different from ...