... last 200 users who signed up, 118 didn't link their Trello boards. I assume the OAuth screen intimidates users, since it requires permission for everything without seeing any value first. I have thought about showing a sample report with made-up data before connecting. Maybe that's wrong. That's just a delay tactic that will make users leave on another page. If you have some time, sign up and tell me where you stopped. Honest answers are more ... ... useful than kind silences. Did you think this seemed suspicious? And to any users who have improved a flow like this, did the sample

... pricing page knows that he is interested and the table gives him a reason to think about it. I am rather cautious to generalize this experience to a certain extent because of one change in one small sample. It can happen that the name of the mid-tier was confusing and its removal solved the problem. Has anyone ever conducted this test on a sufficiently large sample

... once. The problem isn't dishonesty, it's that there is no independent audit of the number, and the 166 sites are enterprise properties in SaaS, finance, legal, health and publishing. Your six-person app is not in that sample. The one study nobody is selling. There is exactly one large dataset here from an organisation with no product in the category: Pew Research Center's analysis, published July 2025, of 900 US adults who agreed to have their browsing ... ... Three numbers from it get quoted. Users who saw an AI summary clicked a traditional result in 8% of visits; users who didn't, 15%. Users ended their browsing session 26% of the time with an AI summary present versus

... profile setup 23% of installs started the trial. 1 in 7 trials has converted to paid so far. The data isn t perfect yet. AppsFlyer is delayed in places, hence somehow having more first voters than registrations, and the sample is still small. Here s what excites me: we haven t optimized or A/B tested ANYTHING yet. This is the baseline. Now we start breaking the funnel apart and seeing how far we can push it. Download Votap from ... ... window for people who are going to install but never start the trial. What would you do in my situation? Comment from Alexandr Cizek(@alexandr_cizek): @linoy_bar_gal agree the 1/7 is irrelevant right now with the sample

... other end. What the radio is really doing. Not just "Wi-Fi 7 at 720 Mb/s", but how much room you have: 39 dB of headroom, signal against noise. And whether that rate is holding the panel takes two samples and says steady, up or down. During development the radio moved half a gigabit in two seconds, same network, same room. One reading would have called that a property of the link Whether anything is being dropped right ... ... ceiling it compares against comes from your own port's supported-modes list, so when it says "1 Gb/s on a port that does 10", the Mac's side is definitively not the limit that one's eliminated. Cable vs

... nothing live yet. We're waiting on our first App Store review before anything is actually sellable. Comment from Alex Gidirim(@alex_gidirim): @busmark_w_nika  absolutely! Comment from Alex Gidirim(@alex_gidirim): @busmark_w_nika The behavior-versus-opinion split matches our own beta. Just over 50 installed, about half gave feedback. A couple were developers by chance, and one filed 33 meticulous TestFlight bug reports solo. That kind of thoroughness is a professional habit more than ... ... tool that surfaces that signal natively without custom event wiring? Comment from Sabber Ahamed(@sabber_ahamed): @busmark_w_nika   @abdullah_javaid3  the random-id-on-activation trick is the right call. weekly active hides exactly the churn-vs

... Virtual Assistants OpenHuman = Productivity + AI + Open Source Upstream = Productivity + AI + Email Coming in third was the Developer Tools category, which more than doubled its growth from the previous year and saw several very large launches: Kilo Code v7 for VS Code = Dev Tools + Open Source + Software Engineering Plurai = Dev Tools + AI + API  Drizz = Dev Tools + AI + No-Code Terminal Mode by Even Realities = Dev Tools + TK Open Wearables = Dev Tools + Open Source + Wearables Around this time last year, Microsoft ... ... folded GitHub into its CoreAI group. Fast forward to this year, and it s apparent that it s still a vital tool. Here were the five biggest GitHub launches: OpenHuman Kilo Code v7 for VS

... Same input, two different answers, minutes apart. Had I stopped at run one I would have built a de-listing rule on a signal that disagrees with itself. So there are two failure modes to calibrate for, not one. Sampling is the loud one and your test catches it. The quiet one is non-determinism, where the dataset is complete and still cannot answer "did this specific request get through", because the same request does not produce the same ... ... thing being measured, and nothing about the file said so. One thing worth checking before anyone builds on this, and I have not checked it myself so I am flagging rather than claiming: Cloudflare's adaptive datasets are sampled

... 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 ... ... 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 of salt of course, as this is a self selected sample

... signups drop last week?" turns into a query that spits out a few numbers. The numbers are often right and useless. It doesn't tell you if the drop is real or just noise. It ignores sample size. LLM will cheerfully tell you A beats B based on 30 data points vs

... years by people who cared about how it feels to use. Dark, considered interfaces. Whitespace that isn't accidental. Content that is the product, not decoration bolted onto a spreadsheet. The short answer to "what's the best LinkedIn alternative in 2026" is this: builders aren't looking for another feed. They're looking for a professional network that was actually designed, not just maintained. That's the gap forg.to is built to close. Here's why the gap exists ... ... highest share of any platform measured. LinkedIn alone accounted for roughly two-thirds of all AI-generated content Pangram detected across every platform in the study, even though its posts made up only about a third of the total sample

... something different. We're still arguing about the mix internally. So, for anyone whose product needs an input before it does anything, a spreadsheet, a repo, a calendar, a dataset: did you solve the cold start with sample content, and did people ever graduate from the samples

... bound to fall behind. I call this the "entry phase." Like you, I successfully navigated this stage. However, the next challenge awaits: conversion. Anyone with experience in e-commerce knows that the 4P strategy is used to boost conversions. Alternatively, one can keep the conversion rate constant (mine, for instance, is a very average 5%)and focus on maximizing impressions. External advertising and social media activities are examples of ways to maximize impressions. I have recently begun testing in this ... ... channels where content is accessible to everyone. That is why I created a "YouTube Lab." I will not mention or discuss my specific YouTube account here, as doing so would compromise my authenticity. I use a selfie and a sample

... rather than hold the line forever. A stalled job that took the cautious path is recoverable. A stalled job that just sat there is a support ticket. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus invariant is the useful thing here and I am taking it. One addition: you cannot separate them by observation, but you can by deliberately violating the constant once. A property that survives a test faking an unattended caller ... ... which is bounded, and cannot fire when nobody started anything. Your last seen sweeper is already the mechanism. It is sweeping into the wrong bucket rather than lacking the signal. Comment from Dale Mooney(@dalemooney): @aadilghani   The gate versus

... annoying part is that creating this data manually can take a surprising amount of time. Basic fake data is easy to generate, but realistic data that actually looks useful for testing and demos takes more effort. I built AI Sample Data to help with this problem. I am curious how other developers handle sample

... really interested in how you evaluate your agents in production. The standard approach is sample, LLM as judge and possibly a golden dataset. That seems to be the standard setup. But the challenges include: model drift, who is reviewing the llm and it's not live... I'm looking for who is doing world class evaluation on agents, would love to hear how the community is doing it. Matt Comment from Matt Doughty(@matt_doughty): @artk   @alieksia ... ... first class functionality is tokenless evaluation - quality and risk. My broader focus is to create examples where tokenless evaluation can be layered so that you only bring in an LLM when there is a problem, rather than just sampling

... pieces cited across four client brands on day one of tracking. And it has a clear favourite surface so far: almost every one of those citations is a Medium post (one Paragraph piece snuck in). This is a small sample ofc, and we'll share a proper breakdown once we have enough fetches to trust the pattern. If you ran an audit during launch week, your tracked queries now include Claude citations automatically. Worth a re-look to see where ... ... shoham1  Agreed, I'll test this out and keep you posted. :) Comment from Omri Ben-Shoham(@omri_ben_shoham1): the Medium bias for Claude citations is a really useful early signal, especially if that holds up as the sample

... recently compared Toolyzo, GPTZero, ZeroGPT, QuillBot, and Copyleaks using the exact same writing samples. One thing surprised me: The same paragraph received completely different AI scores depending on the detector. One human-written sample

... Apple Music on Mac can show Lossless but what is your Mac actually outputting? Audex Trace shows: the actual playback format bit depth and sample rate your Mac output sample

... real audio, not just testing one prompt in a browser tab. What changed: 100+ studio-quality voices Local generation on your desktop Scripts stay on your machine No per-character meter on paid plans Voice cloning from a consented sample on paid plans Voice Design and Omni in Pro for broader voice creation and 600+ languages Script workflow, retakes, mastering, and export in one app I built this because cloud TTS pricing punishes iteration. Retakes, pacing fixes, pronunciation edits ... ... alternate

... based. We wanted an editor that stays on your hardware. Here's what you get: AI that runs locally: - Edit video by editing the transcript delete a sentence, the timeline cuts itself - Clone any voice from a 6-second sample - Remove filler words and silences in one click - Generate AI video from text using 9 models across 5 providers (Runway, Pika, Kling, Luma, Seedance, or run CogVideoX locally for free) - AI co-pilot: describe your goal in plain English ... ... clips - Audio effects chain (EQ, compressor, reverb, de-esser, limiter) - LUFS loudness normalization for YouTube/Spotify/podcasts - Beat detection with snap-to-beat - Batch export with 8 platform presets 30+ languages including 22 Indian languages via Sarvam AI unmatched by any competitor

... congratulations fastest, which is the behaviour you are trying to catch. Median time to first reply on questions only is the honest version. Same denominator caveat applies, with few questions it gets noisy, so show it but mark low sample size so nobody over reads one or two data points. Comment from Etienne Garcia(@etiennegarcia): Maybe separate new products from relaunches and major updates... otherwise the numbers could be misleading. Comment from Arnold Oshenye(@oshylabs): @m_m_carvalho ... ... unanswered question does. If you weight them equally, a maker who replies to every easy congratulations and ignores every genuine question will score well on your metric while doing exactly the wrong thing. Even a crude intent flag, question versus

... checking out Audex Trace. Trace is a small macOS app for Apple Music that shows what s actually playing not just the badge. It can show: The actual playback format: AAC / ALAC / Lossless / Hi-Res / Dolby The Mac output sample rate Whether playback and output are matched Playing Next quality estimates Skip warnings before a queued track may fail or skip A few people pointed out that concrete examples make the value much clearer, so I m improving the page ... ... around cases like: Lossless badge, but output sample

... turned my free Alibaba quote sanity check into a small paid review service for ecommerce sellers who already have a supplier quote, sample order, or freight quote in front of them. The problem I keep seeing: sellers get a quote with unit cost, MOQ, sample

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs