All articles tagged with Observability
Most monitoring setups are write-heavy disasters waiting to fail. Here is how to architect a scalable observability stack using Prometheus, eBPF, and reliable NVMe storage, specifically tailored for the Nordic infrastructure landscape.
Monitoring tells you the server is up. Observability tells you why the checkout API fails only for users in Tromsø. A battle-hardened guide to OpenTelemetry, accurate metrics, and data sovereignty.
CPU usage is a vanity metric. Real observability requires dissecting P95 latency, understanding steal time, and knowing why your code waits on I/O. Here is the battle-tested guide to APM on Linux infrastructure.
Monitoring tells you the server is up. Observability tells you why the checkout is slow. We dive deep into the ELK vs. LGTM stacks, GDPR implications in Norway, and why self-hosting your telemetry on CoolVDS is the only safe bet in 2024.
Monitoring tells you the server is up. Observability tells you why the checkout API is timing out only for users in Bergen. We dismantle the difference, architect a full LGTM stack, and explain why data sovereignty in Norway is critical for your logs.
Stop relying on vague 'CPU High' alerts. A battle-hardened guide to scaling Prometheus, Grafana, and Loki on NVMe storage to achieve observability that actually sleeps when you do.
Monitoring tells you the server is dead. Observability tells you why the kernel panicked. A deep dive into modern stacks (OpenTelemetry, Prometheus) for Norwegian DevOps teams tired of 3 AM wake-up calls.
Monitoring tells you the server is up. Observability tells you why the checkout page is timing out for 5% of users in Bergen. We dissect the technical difference, the infrastructure requirements, and why 'green dashboards' often hide critical failures.
Green dashboards don't mean happy users. We dissect the technical gap between traditional monitoring and modern observability, utilizing OpenTelemetry, and explain why high-performance NVMe infrastructure in Norway is non-negotiable for handling trace data.
Monitoring tells you the server is up. Observability tells you why the checkout failed anyway. A deep dive into the three pillars of observability, GDPR-compliant logging in Norway, and why raw IOPS dictates your visibility.
Green lights don't mean happy users. We break down the architectural shift from passive monitoring to active observability using OpenTelemetry, Prometheus, and high-IOPS infrastructure.
Stop waking up to false positives. A battle-hardened guide to setting up scalable observability on Norwegian VPS infrastructure, dealing with high cardinality, and keeping data local.
Monitoring tells you the site is slow. Observability tells you it's a deadlock in the payment gateway caused by a specific API call. Learn how to implement the LGTM stack on self-hosted NVMe infrastructure in Norway.
Monitoring tells you the server is online. Observability tells you why the payment gateway times out only for users in Tromsø. We dismantle the buzzwords, implement OpenTelemetry, and explain why high-IOPS infrastructure is non-negotiable for modern tracing.
Monitoring tells you the server is up. Observability tells you why the checkout is slow. We break down the technical differences, the resource costs of tracing, and why infrastructure isolation is critical for accurate data.
Monitoring tells you the server is online. Observability tells you why the checkout API is 500ms slower than yesterday. We dissect the transition from simple checks to full-stack tracing, tailored for the Norwegian market.
Monitoring tells you the server is dead. Observability tells you why the database query failed only for users in Oslo. We dissect the architecture of 'unknown unknowns' using OpenTelemetry, Prometheus, and high-IOPS infrastructure.
Monitoring tells you the server is up. Observability tells you why the API latency spikes every Tuesday at 2 AM. We dissect the PLG stack, OpenTelemetry, and why high-cardinality data demands NVMe storage.
Monitoring tells you the server is online; Observability tells you why the database query fails only for users in Bergen. We dissect the transition from simple metrics to full-stack tracing, referencing GDPR compliance and hardware isolation.
Monitoring tells you the server is dead; Observability tells you why the database query timed out only for users in Trondheim. We dissect the transition from simple metrics to full traces using OpenTelemetry, Prometheus, and the high-IOPS requirements of modern logging stacks.
Monitoring tells you the server is dead. Observability tells you why the database lock happened. A senior architect's guide to moving beyond 'uptime' metrics using OpenTelemetry, Prometheus, and reliable Nordic infrastructure.
Logs aren't enough when your production environment is on fire at 3 AM. We break down how to build a sovereign, GDPR-compliant observability stack using Prometheus, Grafana, and OpenTelemetry on Norwegian infrastructure.
Monitoring tells you the server is up. Observability tells you why the checkout is failing for 5% of users in Oslo. We dissect the technical differences, the PLG stack, and why Norwegian data sovereignty kills the case for US-based SaaS monitoring.
Monitoring tells you the site is down. Observability tells you why. A deep dive into modern instrumentation, OpenTelemetry, and why high-performance hosting is non-negotiable for the heavy I/O of tracing stacks.
Monitoring tells you the server is online. Observability tells you why the checkout API is failing for users in Bergen. In this deep dive, we move beyond simple uptime checks to implement full-stack observability using OpenTelemetry, Prometheus, and Grafana on high-performance infrastructure.
It is 2023. If you are still relying solely on uptime checks and CPU graphs, you are flying blind. We dissect the transition to full observability using OpenTelemetry, Prometheus, and the specific infrastructure requirements needed to handle high-cardinality data in a GDPR-compliant Norwegian environment.
Monitoring tells you the server is up. Observability tells you why the checkout is slow for users in Bergen. A deep dive into modern stacks (Prometheus, OpenTelemetry) and why data sovereignty in Norway matters more than ever.
Monitoring tells you the server is down. Observability tells you why the database locked up. In this deep dive, we explore the distinct architectural differences, implement a 2022-ready OpenTelemetry stack, and discuss why high-cardinality data demands the NVMe performance found in CoolVDS instances.
Monitoring tells you the server is up; Observability tells you why the checkout failed for users in Bergen. A deep dive into the O11y stack (Prometheus, Loki, OpenTelemetry) for Norwegian DevOps teams facing GDPR constraints.
Monitoring tells you the server is dead. Observability tells you why the database query timed out only for users in Bergen. A deep dive into the three pillars—metrics, logs, traces—and how to host them in a GDPR-compliant Norwegian infrastructure.