... external architecture review in week one" point lands hard. most early teams treat architecture review as a luxury they'll get to "after PMF" by then the rewrite cost is 10x. boring stack + chaos experiments early seems like the cheapest insurance you can buy. Comment from justin ram(@justin_ram): @imed_radhouani  great question. We utilize zero shot validation against the fully decomposed plan at a function or method level with an implementation matrix that mutates ... ... later. Chaos experiments early sound like overkill. But they are not about breaking things. They are about learning what you do not know. The teams that ran them found the unknown unknowns at week 3 instead of month 18. Cheapest

... What if you could search for cheap flights across multiple dates at once? StealthFlights has a Flexible Dates feature that does exactly this: pick a travel window and trip length, and we check every date combination to find the lowest price. No other product offers this. Check it out stealthflights.com ...

... founder of Munch. I built this because I kept watching creators spend hours turning one video into posts. You paste a YouTube or Vimeo URL Munch extracts the transcript using 5 fallback strategies (so it actually works on videos competitors choke on) Claude AI writes 8 complete, platform-ready pieces in ~60 seconds. No file uploads. No per-action credits. One munch = everything. PH exclusive: Your first munch is completely free, no card needed. Just sign up at munch.video ... ... outputs, no subscription Annual plans available on all tiers. ============================================================================ WHAT'S RUNNING UNDER THE HOOD (the stuff that proves it's not just smoke and mirrors) ============================================================================ WHY CLAUDE? =========== Munch runs on Claude Anthropic's flagship model, not a cheaper

... outputs, no subscription Annual plans available on all tiers. ============================================================================ WHAT'S RUNNING UNDER THE HOOD (the stuff that proves it's not just smoke and mirrors) ============================================================================ WHY CLAUDE? =========== Munch runs on Claude Anthropic's flagship model, not a cheaperalternative. We made a deliberate choice not to cut corners on the AI layer because the AI layer is the product. Long-form content repurposing requires a model that can hold narrative across 800 words, match a brand voice consistently across ... ... different formats, and write something you'd actually publish not something you spend 20 minutes editing into shape. We tested the

... PulseMsg is a global SMS platform built for developers and businesses. Coverage: 190+ countries, 1200+ carrier connections Speed: Average 5-second delivery for domestic SMS Pricing: 60% cheaper than Twilio, pay-as-you-go, no monthly fees Reliability: Auto failover routing, failed SMS fully refunded Developer-friendly: REST API, supports 8 languages (Node.js, Python, Java, PHP, Go, Ruby, C#, curl) Free testing built-in, no credit card required Perfect for: - Startups needing verification codes - Businesses sending international SMS - Developers building ...

... dabble in some SEO. The problem I faced is that the big tools are way to expensive for my simple use cases and they offer a bunch of stuff I don't really need. What I wanted is a cheap pay-per-use tool. I couldn't really find it, so decided to build it myself. This project is live now, and is called rankrankrank.com So if anyone would be interested in providing some extra feedback for this project, give ...

... When we launched Starnus our competitors were charging $100+/month. So we thought let's undercut them. Start at $20. Make it a no brainer. Signups were great. Payments? Almost zero. Here's what actually changed our MRR: 1. Cheap

... embeddable web agent that can click + fill + navigate inside your product UI ). But Rover isn t the only thing dropping. Over the next few days we re shipping the full agent stack we wish existed: Agent efficiency upgrades (~90% cheaper runs) We pushed big optimizations so agents are cheap

... data is already stored on supabase. Still experimenting with the embedding models though - Frontend: React + Vite + TS + shadcn, TanStack Query, types generated from the FastAPI OpenAPI spec so frontend + backend never drift - LLMs: OpenAI (GPT-5-nano for cheap structured calls, heavier models for big prompts) with Claude Haiku as fallback. All prompts and traces in Langfuse - Auto-apply: I tested some apis like skyvern , browser use. Ended up building my own - Hosting: Render (web, celery workers, celery beat, static ... ... auth its just device id stored in keychain no accounts needed which keeps onboarding super minimal biggest challenge has been text extraction different sites block scrapers differently. revenucat for subscriptions has been great tbh, saves a ton of time vs

... There's a popular narrative on social media right now that AI can build software so quickly and cheaply that SaaS is dead (or will be soon). Why pay for Linear when AI can build a project tracker in an afternoon? Why pay Stripe $30k/year when you can vibe code your own billing system in a weekend? The cost of building software has collapsed to near zero, therefore the value of selling software has collapsed to near zero. QED, SaaS ... ... expensive than it used to be. The more productive AI makes your team, the more costly it becomes to waste their time on undifferentiated internal software. This is the vibe coding trap. It makes going from 0 to 1 cheaper

... become clear: SaaS is dying; VC is withering . Building software is not uniquely compelling. Code has become a commodity. What most people miss about commoditization is that when a product or resource becomes abundant, it doesn t just get cheaper. It unlocks new and previously uneconomic uses. Give it a read and let me know if it resonates! Comment from Chris Messina(@chrismessina): @shayra_antia  "just a paintbrush operator." LOL love it. Comment from Biswakesh Mallick(@biswakesh7): Hunting ChatGPT ... ... hinge moment ,because it collapsed the cost of experimentation in tech and in other sectors too. When software is so cheap

... become more valuable. When thinking is abundant, choosing what matters becomes the real bottleneck. The teams that win won t think faster. They ll decide better. Curious to hear from this crowd : What decisions became harder once thinking became cheaper ...

... tested them all building the same "Todo" app from scratch using identical prompts, requirements, and a stopwatch. The goal: Which AI tool actually delivers production-ready output, not just pretty demos? Watch the full head-to-heads: JustCopy.ai vs Base44: https://youtu.be/c79HJaWz6Y8 JustCopy.ai vs

... want to sound bad, but I feel like Adobe is asking quite a lot of money for something that other tools do the same (if not better) with a better user experience and sometimes even cheaper. For example, Adobe XD vs

... just shipped Adaptive s dev tool integrations , now supporting Claude Code, OpenAI Codex, Kilo Code, Cline and more. Same experience. Same workflow. Up to 90% cheaper . Adaptive automatically routes each request to the best model for the job. It benchmarks models by task type, domain, and complexity, then picks the most efficient one that still meets quality thresholds. Under the hood, it uses NVIDIA s Prompt Task & Complexity Classifier and builds on Google s UniRoute for model generalization. That ...

... Adaptive Claude Code uses our intelligent routing API to cut Claude Code costs by 60-90% without sacrificing quality. It works by analyzing each prompt (complexity, tool usage, context) with a DeBERTa classifier and automatically routes simple tasks to cheaper models while sending complex reasoning to premium ones. Why It's Different: Most cost-saving approaches require you to manually choose models or compromise on quality. Adaptive Claude Code makes the decision automatically in ~20ms, so your development workflow stays ... ... identical - same claude command, same codebase understanding, same file editing capabilities, just way cheaper

... backstory I've always been a travel enthusiast. Travelling gives me peace, excitement, and satisfaction. I love the thrill of exploring new places, but it's not easy to always save money for trips. So, I keep on finding cheap deals on flights, hotels, transport, etc. Last year, I visited Prague for 3 days for approx 70 (plus daily expenses) 19 round-trip from London 40 for the hotel 11 for 3 days of unlimited local transport ... ... first time that I was able to find cheap

... life disappeared. It felt the same way as if, one day, nobody would be playing on Call of Duty 2 servers anymore (that hasn t happened yet, right?). Anyway, here I ve compiled a list of the top 6 alternatives to Skype for international calling. I used the following criteria to select them: VoIP-based . That means I only need an internet connection to use the service. Calls from most SIMs abroad are prohibitively expensive, and eSIMs typically include only ... ... analytics dashboard. That s a helpful feature if you have a lot of no-answer calls and you want to analyze what s going wrong. Best for: individuals and teams who want a simple, powerful, and flexible alternative

... those skills paid out  The idea 2 months ago Skype announced it was closing down. Most people used Skype for video calls, but there was a niche of people who used Skype to make cheap international calls to mobile and landline numbers. That was a golden opportunity major playing leaving the market, and its users scrambling for an alternative

... Product Hunt! I'm Richard, the maker of Cheaprr , which just launched today! Building my previous startup was a rollercoaster, and honestly, dealing with freelancers nearly broke me (and my bank account) . I faced it all: One ghosted me. One delivered 2 weeks late. One even disappeared with $3,000 But the biggest cost wasn't the money, it was time and momentum. As a bootstrapper, waiting weeks to save up, hire, wait for delivery, and then iterate was painfully ... ... tools like Midjourney, ChatGPT, and ElevenLabs are amazing, but juggling multiple subscriptions ($20 here... $15 there...) feels like trading one headache for another. Especially when I only need specific tasks done once in a while. So, I built Cheaprr

... fairly loaded topic. Analytics & Building Your Own Admin Tools Easily integrate Google Analytics by simply inputting your measurement ID into Bolt for basic user insights. Remember to ask it to track key events across your application. Alternatively, build your own internal admin-only analytics dashboard for more detailed engagement tracking, such as daily and monthly active users, and specific engagement metrics. Once your app is live, monitor feature that are getting used the most and proactively prune features that ... ... prompt it with: "What s a secure but simple way to implement this? Do not make code changes yet" Bolt often defaults to generating numerous Supabase hooks, which may impact performance negatively. Clearly distinguish when to use backend APIs versus

... into this community's experience on price-setting for B2C software (ours helps job seekers). The long story short is we ve been leaning towards entering a fairly established market at significantly lower pricing (like ~4-5x) than competitors. The thesis is this will help us A) attract users in general, and B) drive better unit economics by focusing more on capturing paid users and not focusing (much?) on total user acquisition (paid + free). Here are my primary ... ... questions: Is there a too low when it comes to pricing (i.e. as a percentage market rates)? While we offer a feature-rich product, I m starting to have doubts that the pricing might cheapen

... changing. As more companies dive in and the technology improves, maybe these tools will become more affordable for everyone. What are your thoughts on this? Comment from TJ Larkin (@tjlarkin): The AI pricing paradox is, as basic features get cheaper, premium capabilities become more valuable. Smart businesses are already splitting their AI investments - using free/cheap tools for basic tasks while investing heavily in specialized AI that gives them a competitive edge ...

... Free Classified Sites Are Essential For Marketing Classified advertising and marketing is a cheap and clean Way for Small Companies to Connect with Capability clients. it s a excellent way to get the word out about your company, specially if you can t budget for other styles of marketing. maximum companies must be able to locate a few form of classified advertising and marketing they could comfortably afford whatever the medium, be it on-line, in print or both. Time ... ... Money Shopping Classified Marketing in your commercial enterprise will usually work out a lot cheaper

... Cheap petrol is one of those things that is a necessary fact of life. People need to buy it, you need to buy it, and the world will continue to use it for the foreseeable future. One of the challenges of buying petrol is that you never know where to look for it. You see petrol stations everywhere, with seemingly endless prices displayed, with numbers that seem to fluctuate every day. Are these prices random? How do you know ... ... really want to buy from this fuel station, when there may be cheaper