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B2B Engineering Insights & Architectural Teardowns

⪜ Cloud Dependency as an Architectural Risk: Multi-Cloud, Local-First, and Protocols with a “Credible Exit”

Modern systems are designed around clouds, but reliance on a single provider is beginning to manifest as a systemic risk. The issue is not the probability of failure, but its consequences and the system’s ability to survive a loss of control. The problem becomes apparent not at the latency or throughput level, but at the … Read more

AI Agent Observability: Tracing Non-Deterministic Workflows via OpenLIT and Grafana Cloud

AI agents complicate observability: the same request can lead to different chains of actions. Without tracing, the system becomes opaque. The problem manifests when generative systems transition from simple LLM calls to agents. An agent plans steps, invokes tools, and makes decisions dynamically. Behavior becomes non-deterministic: the same prompt can result in different call sequences … Read more

Reducing Cloud Dependency: Multi-Cloud, Open Protocols, and Local-First as Engineering Strategies

Dependence on a single cloud provider has long been considered an acceptable trade-off. Now, it is increasingly viewed as a systemic risk with a high cost of failure. The problem manifests not at the level of latency or throughput, but at the level of control. The European cloud market is highly concentrated: about 70% is … Read more

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