Leapfrog Technology·Oct 16Beyond faster development: How AI is reshaping Product, Engineering, QA and Delivery workflowsAI is changing product development as well as collaboration and delivery within teams. Product development consisted of well-defined steps…
InTowards AIbyLeapfrog Technology·Oct 1Why Modern Systems Are Shifting From Mutable DatabasesFor decades, mainstream software development has used a particular destructive pattern: when an entity’s condition changes, the database is…
InTowards AIbyLeapfrog Technology·Sep 21Integrating Cardiac Device Data With EHR Through HL7The field of healthcare has undergone a massive transition where medical devices that were previously kept passive and acted only when…
InTowards AIbyLeapfrog Technology·Sep 3From Prompts to Production: A 5-Stage AI-DevOps Readiness PathA CI pipeline fails at 2 am. Four hundred lines of output, half of it noise, one line somewhere in the middle that actually matters. An…
InTowards AIbyLeapfrog Technology·Aug 24Reviewing More Than Code: How Ephemeral Environments Improved our PR WorkflowWe’ve all reviewed pull requests that looked perfectly fine in the diff, only to discover later that the application behaved differently.
InTowards AIbyLeapfrog Technology·Jul 30When AI Writes Both Code and Tests: New Risks QA Engineers Can’t IgnoreAs QA engineers, we’re entering a new era where AI doesn’t just generate code — it also writes the tests that are supposed to validate that…
InTowards AIbyLeapfrog Technology·Jul 16How I built an Automated Work Activity Tracker with Local Data and AI SummarizationIt’s 5:30 PM. I’ve been busy all day jumping between Terraform modules, multiple AWS accounts, code reviews, and meetings.A response icon1A response icon1
InTowards AIbyLeapfrog Technology·Jul 6Why WebSockets don’t scale easily — and how AWS changes the gameWebSockets are deceptively simple. Every connected user maintains a persistent connection to the server, and each connection continuously…
InTowards AIbyLeapfrog Technology·Jun 19Beyond the Interface: Vol 2 — Unfolding Requirements and OwnershipsIn Part 1, the focus was on the engineering foundation beneath the interface: ERDs, schemas, field mapping, API contracts, state models…
InTowards AIbyLeapfrog Technology·Jun 9Beyond the Interface: Why Product Design Needs Architectural CollaborationPart 1: Designing the product beneath the interface