Roger Bosch
•May 18, 2026
When it makes sense to use FastAPI for internal tools and when Spring Boot is the better choice. Real technical criteria.
Posts tagged with #spring boot
A collection of blog posts about spring boot
#automation #architecture #python #spring boot #backend #n8n #ai #maintainability #etl #fastapi #kotlin #ai agents #rss #sdd #seo #documentation #llm #skills #validation #java #mcp #security #testing #data warehouse #elt #sql #scraping #rolsfera #acceptance criteria #indexing #spec driven development #software specifications #software architecture #adr #technical decisions #engineering #production #observability #costs #evaluation #conventions #team #coding standards #onboarding #data quality #pipelines #pandera #great expectations #alerts #internal apis #microservices #decisions #technical debt #teams #hiring #permissions #enterprise #auditing #least privilege #prompt templates #rate limits #self hosted #docker #backups #workflows #low code #limits #raw #staging #marts #data pipeline #data architecture #beautifulsoup #playwright #data extraction #telegram #x #bots #publishing #agents #feeds #content aggregation #spec #tickets #tests #planning #jpa #gradle #coroutines #experience #adsense #thin content #google #content #technical blog #helpful content #geo #ai search #chatgpt #e e a t #structured data #technical content #blog #technical #astro #multilingual #canonical #sitemap #schema #hreflang #data engineering #data pipelines #software requirements #technical documentation #ai development #national lottery #probability #applied statistics #pandas #numpy #chi square #sherlock #osint #cybersecurity #digital investigation #python keywords #sherlock osint #osint username search #check usernames #osint tools #java vs kotlin #kotlin vs java performance #kotlin vs java syntax #java and kotlin best practices #maintenance #javascript #cron #crontab #cron jobs #scheduled tasks #system administration #bash
Roger Bosch
•May 18, 2026
Java vs Kotlin from the perspective of team decisions and real maintenance, not superficial features. Experience from real projects.
Roger Bosch
•May 18, 2026
How to integrate an LLM into a real backend: layered architecture, provider abstraction, limits, errors, costs, and tests.
Roger Bosch
•May 18, 2026
Limits of low-code tools like n8n: when to automate and when to write real software.
Roger Bosch
•May 18, 2026
Real experience with Spring Boot and Kotlin: setup, JPA, null safety, testing, and the problems that actually show up.