Topic / 18 posts
AI in real products: from AI-built prototypes to features that hold up in production.
[01]AICore guide
How to take a vibe coded app to production in five steps: audit, security, data and GDPR, testing and hosting for a Lovable, Bolt or Cursor prototype.
Guide
Maintaining AI-generated code gets pricier every month without a plan. See what duplicated logic, missing tests and stale packages cost you by month 12.
11 min read
List
When to hire a developer for an AI-built app: 10 signs that more prompting won't fix your Lovable, Bolt or Cursor project, and what to do instead.
14 min read
Comparison
Cursor vs Claude Code vs Copilot, compared by a developer: pricing, strengths, weak spots and whether each tool may train on your company's code.
11 min read
Guide
How to integrate an LLM API into your existing app safely: queues, caching, logging, fallbacks and EU data rules, explained for non-developers.
13 min read
List
AI features for SaaS products ranked by build effort and running cost: 12 realistic options from summaries and search to agents, at 2026 API prices.
14 min read
Guide
What is vibe coding? A developer's plain-English guide to what it's great for, where the risk starts, and six steps to test your idea with AI safely.
12 min read
Guide
GDPR and LLM APIs in practice: what you can send to OpenAI and Claude, which DPAs you need, EU data residency options and how to pseudonymize data.
13 min read
Guide
Can you build a SaaS with AI alone? The prototype, yes. Here's what billing, EU VAT, security, GDPR, hosting and support take before anyone pays you.
13 min read
Guide
How developers use AI in real client projects: where it saves time, where experience still matters, and what it means for the price of your software.
12 min read
List
Vibe coding security issues explained for founders: 12 common holes in Lovable, Bolt and Cursor apps, what each one risks, and how to check for it.
14 min read
Pricing guide
LLM API cost estimation made practical: worked per-user examples with OpenAI, Claude and Gemini prices in EUR, what inflates the bill and how to budget.
12 min read
Guide
Should you rewrite or refactor your vibe-coded app? Six signals, a five-step process and a rule of thumb for picking the path that costs less over a year.
13 min read
Guide
The EU AI Act for small business, explained by a developer: what applies to chatbots, generated content and other AI features, and the dates that matter.
13 min read
Checklist
A Lovable Supabase security checklist for launch: 9 checks covering RLS policies, API keys, auth, storage, backups and GDPR basics for EU apps.
8 min read
Comparison
Build vs buy an AI chatbot for your website: off-the-shelf bots compared with a custom build on your own data, covering cost, GDPR and answer quality.
11 min read
Comparison
Lovable vs Bolt vs v0 vs Replit, compared by a developer: stack, pricing, data portability and how easily someone can take over the code later.
11 min read
List
AI automation for small business without the hype: 15 processes to automate today, from email triage to invoices and data entry, and when a script will do.
14 min read
Topics
20 posts
Software development without the buzzwords: methods, tech choices and what keeps a project healthy.
22 posts
When it makes sense to build your own platform, and how to get off to a good start.
20 posts
Frontend, backend, full-stack and everything in between: which kind of developer do you need?
15 posts
Hosting, security, updates and ongoing development of software that is already live.