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    Insights on observability, monitoring, and engineering best practices from the Coroot team.

    Comprehensive Postgres observability: is your database healthy, and will it stay that way?
    Engineering

    Comprehensive Postgres observability: is your database healthy, and will it stay that way?

    A database has to stay durable, available, and fast, and the failures that break those promises rarely page you until it's too late. Here's how comprehensive Postgres observability tells you your database is healthy now and will keep performing.

    Nikolay SivkoNikolay Sivko
    Jul 31, 2026·8 min read
    Reproducing split brain on CloudNativePG
    Engineering

    Reproducing split brain on CloudNativePG

    We partitioned the primary of a default CloudNativePG cluster and measured how long it kept accepting writes after a replacement was promoted, what that did to the data, and which settings shrink the window.

    Nikolay SivkoNikolay Sivko
    Jul 29, 2026·19 min read
    It was surprisingly hard to break CloudNativePG replication
    Engineering

    It was surprisingly hard to break CloudNativePG replication

    I tried to make a Postgres replica fall behind by cutting it off from its primary with Chaos Mesh. It stubbornly refused to lag. Here's the investigation, the logs, and the proof from CloudNativePG's source that a replica has a second, hidden WAL source.

    Nikolay SivkoNikolay Sivko
    Jul 27, 2026·11 min read
    Let's break autovacuum in Postgres: reproducing failures to make it observable
    Engineering

    Let's break autovacuum in Postgres: reproducing failures to make it observable

    Every Postgres runs autovacuum and almost nobody monitors it properly. Let's reproduce the common ways it fails and see how Coroot turns each one into a clear, actionable finding.

    Nikolay SivkoNikolay Sivko
    Jul 21, 2026·21 min read
    The hard part of AI root cause analysis is no longer the model
    Engineering

    The hard part of AI root cause analysis is no longer the model

    We ran one real incident through eleven LLMs. The reasoning turned out to be the easy part; the real challenge is the harness that feeds the model the right context.

    Nikolay SivkoNikolay Sivko
    Jun 30, 2026·10 min read
    Observability on Windows, before eBPF is ready
    Engineering

    Observability on Windows, before eBPF is production-ready

    Coroot's agent now runs on Windows. The story of building it on ETW instead of eBPF: what came easy, what was hard, and what we left for later.

    Nikolay SivkoNikolay Sivko
    Jun 23, 2026·12 min read
    Zero-config Go heap profiling
    Engineering

    Zero-config Go heap profiling

    How we added continuous Go heap profiling to coroot-node-agent without requiring any code changes, pprof endpoints, or annotations, by reading runtime.mbuckets directly from process memory.

    Nikolay SivkoNikolay Sivko
    Apr 27, 2026·13 min read
    Profiling Java apps: breaking things to prove it works
    Engineering

    Profiling Java apps: breaking things to prove it works

    We added async-profiler support to Coroot for Java CPU, memory, and lock contention profiling with no code changes—then broke things to prove it works.

    Nikolay SivkoNikolay Sivko
    Apr 3, 2026·7 min read
    Making encrypted Java traffic observable with eBPF
    Engineering

    Making encrypted Java traffic observable with eBPF

    Learn how Coroot makes encrypted Java traffic observable by combining a lightweight Java agent with eBPF uprobes—no code changes, no sidecars.

    Nikolay SivkoNikolay Sivko
    Mar 23, 2026·6 min read
    Instrumenting Rust TLS with eBPF
    Engineering

    Instrumenting Rust TLS with eBPF

    Learn how to capture plaintext from rustls using eBPF uprobes—no code changes—and make encrypted Rust traffic fully observable with Coroot.

    Nikolay SivkoNikolay Sivko
    Mar 17, 2026·4 min read
    Let's make alerting great again
    Engineering

    Let's make alerting great again

    Coroot delivers preconfigured, symptom-based alerts from inspections, logs, Kubernetes events, and PromQL—with minimal noise and zero setup toil.

    Nikolay SivkoNikolay Sivko
    Feb 26, 2026·6 min read
    How to Reduce Your Cloud Costs with Coroot
    Engineering

    How to Reduce Your Cloud Costs with Coroot

    Learn how Coroot maps raw infrastructure costs to individual applications so you can identify waste and cut your cloud bill.

    Alexander LambertonAlexander Lamberton
    Nov 26, 2025·7 min read

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