Ideas for Building and Operating the Next Generation of Telecom Systems
Architecture perspectives, engineering lessons and practical viewpoints across OSS modernization, cloud operations, AI automation and digital platforms.
All Perspectives
Migration Factory 2.0: AI-Assisted Discovery and Wave Planning
Adding AI-assisted discovery and dependency mapping to migration factory workflows reduces wave planning time and improves accuracy of dependency capture before cutover.
From Technical RCA to Customer-Ready RFO
Translating internal root cause analysis into an accurate, clear and customer-appropriate reason for outage document is a discipline that many operations teams underinvest in.
Graph-Backed Inventory: Why TMF APIs and Topology Models Need Each Other
TMF Open APIs provide the interface contract. Graph topology models provide the traversal capability. Neither is sufficient without the other for reliable network inventory.
Operating AI Agents: Evaluation, Security, Cost and AgentOps
Running AI agents in production requires an operational discipline — covering continuous evaluation, prompt injection defence, token cost management and observability.
What Changes When OSS Orchestration Becomes AI-Aware?
AI awareness in OSS orchestration shifts the model from rule-based workflow execution to context-sensitive decision support — with significant implications for validation and governance.
Industry Radar
Curated reading from recognised technology and telecom sources. All links open the original article — no body text is reproduced here.
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