... that attack class from Ionut-Cristian Florescu's writeups he's the maintainer whose own repos got hijacked rather than a filename list, which is why renamed variants still trip it. but i should be straight about the delta axis specifically: it can't be validated that way by construction. you'd need a fingerprint from before the compromise, and a cleaned repo only ever gives you the "after". best i have is synthetic doctoring a baseline and confirming ... ... regression paths fire and actually escalate the verdict. if you know of a repo with history from both sides of an incident, i'd genuinely like to run it. Comment from Giovambattista Fazioli(@gfazioli): @bill_frad  thanks "informative vs

... subscribers TikTok: 6 videos, 621 views, 29 likes Instagram: 6 videos, 908 views, 3 new followers App-side change over the same window : portfolio download total moved from about 200 to about 363, roughly +80 percent. Most of the delta sits in one product. Others barely moved. Three caveats I want to test against your experience Volume alone does not seem to compound. 23 videos in a week moved 4 subscribers. Without a first-second hook, more publishing does ...

... paid conversion. 25%+ with PQL. Webinars (live): 22-33% CTA conversion. High-engagement webinars hit up to 69%. AI search (GEO/AEO): 4-5x higher conversion than traditional organic. One B2B study found AI-referred traffic converted at 7.12% vs 1.37% for organic. Another found 14.2% for AI traffic. Quora: 2-5% conversion. 35% of B2B decision-makers answer questions on Quora. Reddit: 0.3-1.5% post-to-customer conversion in fit subreddits. CPC of $0.50-$2.00 vs

... that only pays if the human actually notices. A plausible drift reads exactly like correct work to anyone skimming. Showing the goal list gets you a nod, not a catch. So I would not show goals. Show the delta. You asked for X, I am now optimising for Y, and here is the step where that changed. A person has nothing to react to in a list and something to react to in a diff. Separate thing ... ... question was framed upstream, before any model even touched it. Comment from Gal Dayan(@galdayan): @rabnoor_s   @meghna_bharadwaj  glad it's on the radar. if it helps prioritize: the decay score and rabnoor's delta

... answer lands. The loading hint no longer beats the thinking one by a single frame. A flicker so brief it was almost a rumour. Gone anyway. Housekeeping Both streaming clients grew an honest on_reasoning callback next to on_delta, instead of overloading empty fragments to mean something they don't one explicit signal beats three guards you'd maintain forever. On the Anthropic side it's the arrival of the reasoning block that counts, not its contents: redacted blocks ...

... personal endurance test: I wanted to buy a new gaming laptop on eBay. Since the market is full of unstructured text chaos, defects, and fake offers, I built my own search and calculation tool. The result? An MSI Delta 15 (market value approx. 900) scored for exactly 463, because my algorithm mathematically calculated bidding behavior and risks perfectly. That's when it hit me: What saves me money privately solves a multi-million dollar problem in B2B re-commerce ...

... guys. My name is Delta Vance a 19 year old dev and founder from Canada. Acrium Automated is my fourth company, after 3 dropshipping failures. Across those 3, I learned one thing. As a solo founder, you cant handle everything at the same time, by yourself. Thats why I built Acrium Automated. The core idea: You started a business to build something, so it should stay that way. For example, you shouldnt need to post across 7 platforms, 5 times ...

... 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

... real signal is whether the people who actually try the product come back or tell someone. I'm running a 24-hour free trial to reduce friction so at least I know who's genuinely interested vs just clicking. As for advertising I've tried YouTube so far, now moving to Google Ads and Product Hunt forums. Distribution is a completely different skill than building. Comment from David Mart n Su rez(@david_martin_suarez): @christina_peterman  Hi! Yes, it look ... ... people would have left over. Comment from Arnold Oshenye(@oshylabs): Two things that changed how I think about this. First, the data answer most of these replies assume is usually not available yet. Session replays, feature votes and retention deltas

... every time they switched games. So I added saved sensitivity profiles to ZeroedTools. The idea is simple: FPS players often move between Valorant, CS2, Apex Legends, Call of Duty, Overwatch 2, PUBG, Fortnite, Rainbow Six Siege, The Finals, and Delta Force. A sensitivity converter is useful, but it becomes much better when your common setup can be reused. ZeroedTools now lets players save their DPI and game sensitivity profile, then use it again when converting between games or checking cm/360 ...

... lingo push --estimate reports what a translation run will cost before it runs. The CLI uploads the source bytes so the server plans the exact delta only the keys and locales that are new or changed against what's already localized then prints the estimate and exits without translating anything. Run it before a large or first-time translation to size the job, then run lingo push to translate for real. The number is an estimate, not a quote ... ... reflects the planned delta

... stuck loading spinner. Smarter analysis across your databases Basedash s AI analyst is now more rigorous about the kinds of questions that trip up most tools. It s more careful with ambiguous metrics, distinguishes named rates from their supporting deltas, notices when a data source is stale versus

... these kinds of comments from users, I'd love to mentally prepare myself in advance. :D P.S. Here is my waitlist: https://tally.so/r/KYODRV Comment from Danny Christensen(@danny_christensen): @busmark_w_nika Both actually. When i look at competitors pricing, i dont know why they chose that number. maybe they are bleeding money, maybe they are greedy, maybe they just guessed. So i stopped using it as a reference. Im convinced its the same with features, comparing yourself ... ... offer? First 50 users or so? Regarding quality of the product, can you recommend me any active LinkedIn users from your community who would be open to test the product? Comment from Nika(@busmark_w_nika): @rnagulapalle  Regarding alternatives

... nudge vs remote-yes I'll push back a little and then mostly agree. For a lot of gated actions the remote yes is the point, you already decided the migration is fine, you just want to approve it from the coffee line. Approving blind only bites on the judgment-heavy ones, which happens to be your class of task. And your own framing gives the clean rule: the intent-action delta

... true flexibility. Comment from Maya Elor(@maya_elor): @nausad_alam  Great question, we measure it by automatically connecting product analytics data directly to specific business outcomes within Athena. Instead of just looking at adoption graphs, we track the delta in user workflows-specifically looking at whether the feature shortens time-to-value, improves long-term retention, or reduces friction in their daily habits post-launch. Comment from Maya Elor(@maya_elor): @robert_douglass  Haha, too real ...

... costs and efforts significantly if you take a very planned approach from the start. That's been my experience. Comment from Joe Thomas(@jthomas2174): @alexcloudstar   we have sort of templated it, the major win is dev/solutioning time vs deployment, but with the new approach we still accomplish significant improvement in time to market. The simplest way to describe our approach is the following vibe code --> Online Git --> Parallel Git (for lift and shift) -- > Code + App logic ... ... separation (App Logic/Data wiring with live artificats happen here, code stays untouched). So vibe coding platform changes can keep happening real time, the only net delta

... discipline-building streak. Analytics & Insights Subscription Bleed: Identify recurring consumer subscriptions and SaaS sprawl to instantly spot hidden "ghost spend." Capital Waste: Tracks the compounding costs of daily habits, showing the massive lost investment opportunity over time. Wants vs. Needs: Built-in categorization naturally aligned with the 50/30/20 financial framework. User Experience & Tools Dual-Theme Bridge: Dark Mode (Obsidian) for a sleek terminal aesthetic, and Light Mode (Mint Green) for an approachable feel. Client-Side Calculators: Privacy-preserving ... ... tell you who, not the client. The tired business owner. I was over chasing info from teams, drawn out projects, disconnected feedbacks, no way of seeing whom was working on each projects and how much is was costing vs

... there all, I just launched my agency, Delta ( letdelta.com ), helping B2B SaaS in growing their trial signups and MRR through organic acquisition ...

... loser in politics is Right now I m working on another part of Votap Premium - advanced filters for politicians. The idea is simple: instead of just scrolling, you can actually explore what s happening: filter by country (see local vs global sentiment) sort by most voted most supported / most opposed biggest gainers / biggest losers (live delta

... loser in politics is Right now I m working on another part of Votap Premium - advanced filters for politicians. The idea is simple: instead of just scrolling, you can actually explore what s happening: filter by country (see local vs global sentiment) sort by most voted most supported / most opposed biggest gainers / biggest losers (live delta

... guys we just launched the GradPipe delta engine: GradPipe - Delta

... guys we are launching the delta engine, which takes data of what people in elite roles have done to get there and tailors a few projects for you to reach the similar position, we have had 1500+ engineers on our platform from people working as quants in Jane Street, Citadel, IMC Trading, Graviton, Optiver to software companies like Google, Amazon, Uber, Databricks, Snowflake, Twilio, Confluent, Rippling. We even have some researchers from Google Deepmind, Anthropic and other frontier AI labs ... ... know what you need to do to your profile to reach where they are. Obviously your context matters, so we take into account that and give you the delta

... subscription, no account, no internet required after download. Binaural Meditation App $12 once producthunt.com/posts/binaural-meditation-app 4 guided sessions using real binaural audio: - Deep Descent calm to deep theta - Clear Mind focus & alpha waves - Into Sleep drift to delta for bedtime - Stress Relief anxiety to calm Guided breathing, ambient soundscapes, phase timeline. Use stereo headphones for full effect. Innerlight Journal $15 once producthunt.com/posts/innerlight-journal Guided morning & evening reflection sessions: - Morning: gratitude, intention, focus word - Evening: wins, lessons, gratitude, tomorrow ...

... gets watered down across scattered articles. Cannibalization quietly eating clusters from the inside. Brand completely invisible in AI responses despite solid rankings. GSC data just sitting there while strategy runs on gut feeling. Content teams writing without any SERP delta intelligence. SEO tools flagging problems but never actually fixing them. The knowledge isn't the problem. There's no shortage of SEO advice. The problem is the absence of an execution system. So that's what Nuwtonic is. The industry ... ... capabilities. Full control. No fragmented tools. No opaque automation. Pipeline 1: Nuwtonic SEO Performance Nuwtonic's SEO pipeline connects directly to GSC and runs real-time analysis across 50+ SEO aspects: Top Page and Query Performance Top Mover Delta

... poweruser and want to add ROMs or games that are no longer available in store? I got you covered, you can add games manually and map your own shortcuts to them. In the latest version I added support for Delta and Provenance deep links. You can copy the game url and paste it in LudiHub in the shortcut name field of your game. LudiHub consists of three pages : Favorites : Here you can see all the games you marked as favorite ...