... after the first week and saw the breakdown: Category Tokens/Day (Before) Tokens/Day (After) Savings File reads (duplicates) 180K 12K 93% Tool outputs (JSON) 320K 64K 80% Build logs 95K 14K 85% Search results 150K 30K 80% Conversation history 200K 140K 30% Tool schemas 45K 8K 82% Total 990K 268K 73% Almost a million tokens per day, down to 268K. The quality gate ensures nothing important was lost. The Cost Breakdown Anthropic Claude Sonnet pricing: Input: $3 per million tokens Output ... ... file reads, fewer redundant tool calls, fewer wasted output tokens on re-doing work. Does Quality Actually Stay the Same? I was skeptical too. Here is what I measured over 4 weeks: Code that compiles first try: 78% (before) vs

... This is life changing for me because now I can leave my job and focus on what really matters The first instagram post got 100,000 Views. One hour from the post I got my first sale I know $1400 isn t life changing but it s a big start Mark my works this company will be worth 1000000 million by next year Need your honest advice do you think this website can achieve this DealSensematch.com Comment from Yaoshen ...

... years) Skills: SEO, Marketing Automation Salary: 55K 75K Step 2: Head of Growth (2-4 years) Skills: Data Analysis, Budget Management Salary: 75K 95K Step 3: VP Marketing (4-6 years) Skills: Strategic Planning, Board Experience Salary: 95K 140K Don't stay >3 years in Senior role (kills momentum) Key Features Vector Map Visual metro-style career path Job Offer Reality Check Scores toxicity (0-100), flags red flags Skills Dashboard Prioritized learning roadmap Transition Intelligence Find "bridge roles ... ... career pivots B2B Dashboard For schools tracking placement rates Why It's Different Not a job board. Not a personality test. Not a coaching marketplace. - Built on 1M+ real LinkedIn profiles (data, not opinions) - Instant (2 min) vs

... because I was tired of paying $15/month for LinkedIn Premium Simple tool: Enter company + HR role + location get profiles + contact details export to CSV. Posted on Reddit and it went viral: 300K+ views 1.9K+ upvotes 200+ comments Now 1400+ people on the waitlist. Turns out I wasn't the only one frustrated with premium costs. Im currently building it.Any suggestions how to handle this Waitlist stage ...

... Product Hunt community Just hit an exciting milestone: my online party game, FaceArena , welcomed 140 users in its first 5 days live of beta version ! It's been a whirlwind, and the "Don't Laugh Challenge" mode is already generating some hilarious (and sometimes epic fail) moments. What's fascinating is seeing how people react when their facial expressions become the controller . It's a completely different dynamic than traditional click-based games. We're observing: The pure ...

... gearing up to launch Migma.ai this Wednesday and just put together a quick video (~140 seconds) explaining what we do. Before the big day, we'd be super grateful for your honest feedback, specifically on clarity : Watch the video here: @ https://youtu.be/HjEsZcQJkyk Context: Migma.ai is an AI platform designed to help businesses create professional, on-brand emails in seconds, cutting down the usual time, cost, and hassle involved with designers, developers, and clunky tools. Our main questions ...

... posthog, the toolkit for building successful products - a single platform for building products, talking to users and shipping new features. we are 5 years old, have 140k customers and are making multiple $10s of millions of revenue. no question's too weird. we're super transparent so will probs overshare anyway. plg? fundraising? yc? working with your cofounder? why we publicly document all our bad decisions? our allergy to enterprise sales? we've an open book so ask us anything ... ... elasticsearch, cyclotron, replay-capture, property-defs-rs, objectstorage, flower) which normally helps. We also use OrbStack which is amazing and much more performant than Docker. Comment from James Hawkins(@james_hawkins3): competition @eter_inquirer  we were scared of competitors