Agentic AI and LLMs in Telecom: From Autonomous Networks (AIOps) to Intelligent BSS
Bridging generative AI with TM Forum and CAMARA standards: Intent-Based Networking architecture, RAN AIOps automation, and strict compliance with NIS2 …
Insights & Engineering Blog
Articles
System architecture, cloud engineering, AI, and telecom in practice.
Enterprise RAG Architecture: Security, ACLs, and the Power of pgvector
Why 80% of Enterprise RAG initiatives stall in security audits: solving access control (ACL/RBAC), eliminating synchronization lag of standalone …
Production LLM Architecture: Design Patterns, Determinism, and Systems Engineering
Moving from naive prompt engineering to enterprise-grade systems engineering: how to implement strict structured decoding, resilient agent loops, …
TM Forum ODA and Open APIs: Breaking Vendor Lock-In in Telco BSS/OSS Stacks
An architectural guide to TM Forum Open Digital Architecture (ODA) and Open APIs: decoupling legacy BSS/OSS monoliths, deploying ODA Canvas on …
CAMARA API and GSMA Open Gateway: How Telcos Monetize 5G Capabilities
An architectural deep-dive into Project CAMARA and GSMA Open Gateway: how telcos escape the ‘dumb pipe’ trap, how SIM Swap and …
Go and Google Cloud Run as the Ideal Match for Microservices
An architectural and cost analysis of combining Go (Golang) with Google Cloud Run: achieving sub-300ms cold starts, exceptional concurrency, and …
SvelteKit and TypeScript as the Best Choice for Modern Frontend Development
Compile-time efficiency over Virtual DOM overhead, seamless end-to-end type safety, and zero boilerplate. Why SvelteKit + TypeScript sets the modern …
Why PostgreSQL is the Undisputed Foundation for Multi-Tenant SaaS Applications
An in-depth architectural breakdown: Row-Level Security (RLS), JSONB flexibility for tenant custom attributes, declarative table partitioning, and …