// system architecture

Source: Theregister

GitHub is replacing its distributed storage system (Spokes) with a new architecture designed to handle exponential growth from automated AI agents querying repositories at scale. The overhaul suggests the company expects agentic workloads to become the dominant access pattern, not a marginal use case. Traditional CDNs optimized for human browsing patterns; GitHub now optimizes for programmatic agents that access code with different latency, concurrency, and failure tolerance requirements. AI tooling companies are already stress-testing production infrastructure in ways that demand foundational platform redesigns rather than incremental tuning.