AI-assisted code review: shifting from bug detection to architectural drift identification
AI-assisted code review tools are evolving beyond basic bug detection, offering new capabilities for identifying architectural drift and ensuring system consistency at…
Legacy ERP integration with microservices: Avoiding integration spaghetti
Integrating legacy ERP systems with modern microservices architectures presents significant challenges, primarily the risk of creating an unmanageable 'integration spaghetti.' This article…
The EU AI Act’s Impact on Enterprise System Design in 2026
The EU AI Act, effective in 2026, mandates significant architectural shifts for enterprise systems incorporating AI, particularly concerning data governance, transparency, and…
Document workflow for state registries: from paper to digital
Migrating state registries from paper-based to digital document workflows presents a complex challenge, primarily involving the reconciliation of legal validity with system…
Microservices in national-scale systems: when decomposition adds complexity instead of reliability
Decomposing national-scale systems into microservices often introduces operational complexity that can negate the intended reliability gains, especially when distributed transactions or strong…
Applied AI in document workflows: where LLMs replace, where they fail
Large Language Models (LLMs) offer significant potential for automating document workflows, particularly in tasks involving natural language understanding and generation. However, their…
API design for multi-tenant systems: where REST stops scaling
Managing tenant-specific configurations and data isolation in multi-tenant systems often exposes the limitations of traditional RESTful API design, particularly concerning data filtering…
When low-code stops scaling: migration patterns from UnityBase to custom code
Low-code platforms like UnityBase accelerate initial development, but enterprise systems eventually encounter architectural constraints that necessitate a strategic transition to custom code.…
Composable architecture in enterprise: when modularity adds cost instead of value
While composable architectures promise flexibility and accelerated development, poorly defined boundaries and excessive granularity can paradoxically inflate integration costs and reduce overall…
Digitizing Paper Archives: From Scan to Search-Ready ECM
Transforming physical document repositories into searchable, legally compliant electronic archives requires a multi-stage process involving scanning, OCR, data extraction, and integration into…