SLSergey Laptickinslaptick.hashnode.dev·May 28 · 7 min readSpec Kit on a Real Project: Implementation Experience in Large Legacy CodeBringing new AI-powered development tools into a large, established legacy project is rarely straightforward. While conversations around tools like GitHub’s Spec Kit mostly focus on greenfield project00
SLSergey Laptickinslaptick.hashnode.dev·May 28 · 11 min readThe Gap Between AI Prototypes and Production Software: 10 Risks You Can’t AffordWe often meet founders who come to us with a familiar story. They have a compelling concept, a functional application running on their machine, and the sense that AI-assisted software development has 01S
SLSergey Laptickinslaptick.hashnode.dev·May 21 · 10 min readHow to Build a Local LLM Agent to Automate Work List Generation from Monthly Reports (With Jira Integration)Our management team spent hours manually extracting work items (“bug fix”, “released version 1”, etc.) from dozens of developer reports. The task was repetitive, error‑prone, and a security risk when 00
SLSergey Laptickinslaptick.hashnode.dev·Apr 28 · 9 min readMigrating from Cordova to Capacitor: A Practical Upgrade Path for Hybrid Mobile AppsApache Cordova has been the backbone of countless hybrid mobile applications for over a decade. It empowered developers to package their web app code into mobile apps. For many businesses, Cordova was01A
SLSergey Laptickinslaptick.hashnode.dev·Mar 3 · 11 min readGeneral-Purpose AI vs. Medical AI: A Practical Guide for HealthTech BusinessesNowadays, Artificial Intelligence is booming, but not every solution is interchangeable, especially in a clinical setting. General-purpose models are trained on broad data and excel at versatile tasks00
