Notes fromthe build
No SEO filler. Honest takes on what software really costs, how to scope an MVP, and the calls that make or break a launch.
How Much Does AI Integration Cost? Cost Layers and Real Ranges
How much does it cost to integrate AI into your system? We break the cost into layers — model API, build, data pipeline, maintenance — what moves the price, an example ROI, and when it isn't worth it.
How Much Does n8n Automation Cost? Price Ranges, Quotes and ROI
How much does it cost to implement n8n automation in a company? Real price ranges in PLN, what drives the cost, how to calculate ROI in 30 days, and what to demand from your vendor. No fluff.
Fixed Price or Hourly? How to Bill an IT Project Without Surprises
Fixed price or time & material? The honest pros and cons of both models, when to pick which, and what to watch in the contract — scope, milestones, code ownership. No fluff.
MVP in 4 Weeks: What You Can Realistically Build (and How Long It Takes)
What actually goes into an MVP built in 4–8 weeks — auth, payments, an admin panel, a custom backend and database, AI integrations. What gets cut at the start, how the build runs week by week, and how long an MVP really takes. Concrete, no magic promised.
How Much Does an MVP Cost? Real Price Ranges and a 2026 Breakdown
How much does it cost to build an MVP in 2026? Concrete price ranges, what actually drives the cost, where founders overpay, and how to fit the build into your budget. No fluff.
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