... 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 ... ... says only what you'd stand behind. Using AI to poke holes in your own plan. Feed it your strategy and ask it to break it. Not to decide for you to make sure you're not being lazy

... percent, ELO up a few dozen points, the timeline cheers for a day. Then ask anyone cheering what the new version actually does differently in daily use. They can't tell you. Not because they're lazy because the gap has become too fine for human eyes to judge. So when Grok 4.6 landed on Happycapy this week, we skipped the human judges entirely. An AI set the exam: three mathematical visualization problems Fourier series, the Lorenz attractor ... ... model living in the same model picker, which ran all six answer files itself. Humans did exactly one job in this pipeline: invigilation. Final score:  90 to 70. The winner also used 15% fewer output tokens (11,702 vs

... perceived as completely normal (at least for me). As equal human work. How do you view things generated by artificial intelligence? Maybe it's true that who is behind the output and prompting also influences the result (professional vs. amateur). But it clashes a bit with the fact that: if we do things with AI, why do we demand less money for the output? (We perceive it as cheap.) Comment from Nika(@busmark_w_nika): @samran_elahi  I need ... ... written. They just didn't help at all. All generic water. Even the "how-to" video content is nowadays mostly AI-generated. Only Reddit, with real humans there, helped me. That's the real thing for me. Not AI vs

... finally read the whole study instead of the headline, and the actually useful findings are different from what got shared. First, in their realistic-config lane (instruction file + several MCP servers), the "light" harness came out HEAVIER: ~90.8k vs ~75k. A 72KB instruction file alone added ~20k tokens to every request, on both harnesses. Their own conclusion: configuration, not the harness, accounts for most of the production bill. The harness sets the floor, you set the ceiling. Second ... ... close to a fixed cost. An unstable small one can out-spend it. Size isn't the sin, churn is. Third, session shape flips the winner anyway. On a multi-step task the heavy harness finished cheaper (121k vs

... built something as an afterthought, basically a debug tool we left exposed because we were lazy about hiding it, and it turned into one of the most used parts of the product. meanwhile a couple of things we spent weeks polishing barely get touched. curious if this is universal. what's a feature that you almost didn't ship, or built half-heartedly, that ended up mattering way more than the stuff you were actually proud of building? Comment from ... ... maps to what Evelyn said too - a capability claim is marketing, a safeguard is falsifiable, you can go check whether it actually refuses when it should. survivorship bias is a fair worry, but I think it's less that lazy

... implement a new feedback loop feature. It worked. Then I asked Cursor to add a related analytics module. It built something similar, but with a slightly different data structure. Same problem, two different implementations. Not because the AI was lazy because I didn't tell either tool about the other's decision. What I'm realizing: With vibe coding, you're not just managing code. You're managing context across multiple AI sessions. And each session starts fresh unless ...

... optimizations that brought our page load time down to under 1 second: 1. Redis Caching for User Data: Cached non-critical session data and frequent query results instead of fetching directly from the database on every route change. 2. Lazy Loading Heavy UI Components: Split our frontend bundles so heavy charts and analytics modules only load when the user scrolls to them. 3. Edge CDN Asset Delivery: Moved all static media, icons, and heavy assets to an edge distribution network ...

... Stopped writing code the old way a while back. Not because I'm lazy, the bottleneck was never the typing. Here's how I actually work now when building something like a data pipeline: I don't start with code. I describe the input, the expected output, the constraints. Claude lays out the file structure and flow first. That alone saves me from building the wrong thing entirely. Then I go piece by piece. One function, read it, test ...

... technical hurdles I hit, and how I pushed this template to its limits. Day 1: The Initial Handshake The first day is always about the "vibe check" of the code. I downloaded the package and opened it up in VS Code. Some templates are a nightmare of nested folders and dead dependencies. Doclinic was actually pretty refreshing. It uses a standard Bootstrap 5 structure, which means I don't have to relearn how to position a div for the hundredth ... ... JavaScript objects. Instead of just dumping a massive JS file into the footer, I decided to optimize the loading sequence. I used a "Critical Path" approach where I only loaded the core CSS and the sidebar logic first, then lazy

... playing half the energy is gone. So I just made a website that handles all that. You open it, everyone adds some words into a shared "bowl" (you can also use an AI word generator if you're feeling lazy), and then you play three rounds with the same words: Round 1: Describe the word however you want, just can't say the word itself Round 2: Only one word as a clue Round 3: No talking at all, just ...

... Hello Product Hunt community! I want to share a personal realization that completely changed how I look at productivity and AI software. For months, I fell into a lazy routine: instead of actually writing my own emails or reports, I would just type a brief, one-sentence prompt into a cloud LLM and let it generate the entire text from scratch for me. I would then copy-paste the output without a second thought. It felt like peak efficiency ... ... open, I started to hesitate. My active vocabulary felt rusty, and I realized I was losing my writing confidence. It brought me to a harsh truth: AI is making us fluent in copy-paste, not in language. The "Pilot" vs

... then handing where to Cursor is a clean separation I'm gonna steal. Comment from Mustafa Arian(@thenameisarian): yes, last week. claude code for planning passes and stepping through architectural decisions because it pushes back when i'm being lazy. cursor composer for the actual file edits because it just stops asking and ships. best combo i landed: claude code writes the change plan as an md file. cursor composer reads the md and executes. the conversation goes from "should ...

... outside launch, not your own. Comment from M. M. Carvalho(@m_m_carvalho): @oshylabs  Did exactly what you said. Coverage is the headline now , reply speed moved to the side, and I added a simple question vs. non-question split with its own "questions answered" number. So the lazy

... world, financial literacy is not taught at all. There are plenty of resources out there. Courses, apps, YouTube videos. But how many times have you started something like that and abandoned it halfway through? Not because you are lazy, but because you just do not care enough to keep going. There is nothing pulling you back. That is exactly what Finnley fixes. Finnley is a financial literacy app where you have a virtual squirrel companion who lives on a world ...

... What's up Product Hunt! I'm Bartholomew. I'm a baker who happens to be building an app on the side. I loathe staring at screens, so I'm trying to figure out the ultimate lazy stack where AI agents handle the messy background work for me. If I can get this thing making money passively, I am immediately checking out and spending the rest of my days covered in flour. Great to meet you all! Comment from Brent ... ... fantasy is a quieter life by the coast rather than covered in flour, but the underlying plan is pretty much identical to yours. Build something intentional, make it work without you, then check out gracefully. Good luck with the lazy

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... Hi everyone, I'm Mia! I'm a bootstrapped maker from Vietnam. My entire product strategy is basically: "What annoying ...

... graveyards. Reply rates are on the floor. Half the emails out there are clearly written by a bot that skimmed someone's LinkedIn headline and latest company update and called it research. The problem isn't outbound. It's lazy outbound. Spray and pray is dead but people are still running that playbook wondering why nothing lands. The shift is simple but painful. Old model was reach out, build trust, close. New model is build trust, show up, reach ...

... been writing goals in apps for years and doing nothing with them. Not because I was lazy - because none of them told me what to actually do first. So I built Visionnaire. You tell Arcus (the AI coach) your goal. It builds a real plan: a step-by-step strategy, one immediate action you can take today, and mini goals to keep you moving. Then you can talk to Arcus about it - refine the plan, ask questions, think out loud ...

... Answer Engine Optimisation) checks directly inside your browser. Unlike most tools that fetch raw HTML via URL, our extension runs inside Chrome's rendering engine the same architecture Googlebot uses so it catches JS-rendered content, lazy-loaded images, and dynamic schema that traditional crawlers miss. It works in two modes: On Page SEO A full audit on any page covering content intelligence, metadata, schema validation, image/video SEO, link architecture, Core Web Vitals, and more. SERP Intelligence Analyse any Google ... ... results page to decode AI Overview citations, featured snippets, local packs, and competitor

... tier, it's not generous enough. Comment from Landon Reid(@galax): Real example from the trenches: We built ReadyPermit -- an AI property intelligence tool that screens 142 zoning, flood, setback, and buildability factors on any US address. Our free vs paid split came down to one question: what gives someone enough value to trust us with their wallet? Free: 4 standalone tools (Flood Zone Checker, Zoning Lookup, ADU Eligibility, Buildability Score). Each one solves a real problem ... ... paid tier. Out of curiosity do you usually prefer a free tier, or a short trial that unlocks the full product? Comment from Takahito Yoneda(@y_taka): Your general versus

... color) - Works for light and dark theme - Only includes fonts that actually look good in UI - Font pairings I curated myself - Works for any project - landing page, dashboard, store - Has a color contast checker for the entire palette Too lazy? Just use random theme feature Done? Copy and paste the CSS to your global.css file or import to our Figma kit. Comment from Jonasz Kujawski(@zachwytupiewca): Congrats Mateusz ...

... pulls full document context instead of keyword matches. Reads across multiple policy sections to catch exclusions and limits. Redesigned perk tracker - Built for people with redundant benefits (2 Priority Pass memberships, overlapping coverage). Shows what you're actually using vs. paying for. Better card recommendations - Considers your actual insurance coverage, not just earn rates. Amex Green 3x vs

... connecting ideas doesn t happen only at your desk. You re in the middle of work, studying, commuting you catch an insight and think I ll save it later. Ten minutes later, it s gone. Not because you re lazy but because knowledge capture is an anytime need. So I shipped a lightweight, app-like experience on your phone : No storage needed (no app download) Fast & minimal like an app Connected directly to the web version Install ... ... Neurix right on your phone Neurix is currently 100% free I m collecting real user feedback to improve the mobile experience. If you try it, I d love your honest notes on what feels smooth vs

... built CoreAlta V2 around a simple belief: If you don t know what to fix, more hours won t help. V2 doesn t reward grinding. It rewards direction, feedback, and focus. Some people think tools like this make students lazy. We think they make students efficient. Debate time: Do students need more discipline or better systems? Pick a side Comment from Elia Karel Chibvuri(@elia_karel_chibvuri): It's not what you study, it's how you study ...