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CI/CD • Kubernetes • Web-stack • Automation • SQL Performance • Observability

Ship faster. Run cheaper. Query smarter.

DevOps services for SMB: Fix Issues, Reduce Costs, Scale Infrastructure. CI/CD automation, Kubernetes GitOps, observability, troubleshooting, performance and cost optimization.
Strongest MSSQL/MySQL DBA for highload SQL.

p95 ↑
measured performance wins
ops toil ↓
less manual work in prod
No marketing spam. Real solutions, not rituals.
No marketing spam. Real solutions, not rituals.

Services

Engineering outcomes, not slide decks.

Case studies

Short, measurable stories. No epic novels.

When More CPU Didn't Help: Tracing SQL Server THREADPOOL Starvation to a Single SET Option

A production SQL Server periodically stopped responding even after CPU and memory had been increased. We traced THREADPOOL starvation through compile blocking and Extended Events to an unnecessary SET ANSI_WARNINGS OFF inside a stored procedure.

Microsoft SQL Server Database Performance Troubleshooting DBA

MySQL slow_log: Find the Most Frequent and Slowest Query Digests

A practical way to turn MySQL slow_log into a ranked list of query families by frequency, total execution time, and worst-case latency.

Database Performance Troubleshooting

Kubernetes application uses a public DNS name for an internal API: how to keep traffic inside the cluster

A Kubernetes application became intermittently slow because internal API requests were leaving the cluster through a public DNS name. How we traced the latency to external network RTT and kept the traffic inside Kubernetes.

kubernetes coredns gateway-api networking troubleshooting

RabbitMQ cluster recovery after a node outage: how insufficient monitoring resulted in a split-brain cluster

A RabbitMQ Streams incident where some writes succeeded while others failed with coordinator unavailable. How we identified the authoritative Raft state, recovered the cluster safely, and fixed the monitoring gap that allowed the split-brain condition to go unnoticed.

rabbitmq kubernetes troubleshooting

Reducing Cloud Costs Without Breaking Production

A practical approach to reducing cloud spend safely: detailize the bill, audit real workloads, clean low-risk waste first, measure every change, and only then move into deeper optimization or migration.

cost-optimization Migration

Live camera streaming for multiple stores with Nginx, FFmpeg, and Supervisord

A practical setup for live browser-based camera streaming across multiple stores using a minimal stack: Nginx, FFmpeg, RTMP, HLS, and Supervisord.

nginx supervisord ffmpeg

Cloud to On-Prem Migration: More Control, Better TTFB, No IO Freezes

A practical migration of a mid-load Laravel stack from multiple cloud VPS instances to a dedicated on-prem server, with lower latency, zero downtime, and full control over IO.

Migration on-Prem libvirt Ansible

AI Outstaff for web development: automating Docker test environments with Codex and n8n

How we moved repetitive Docker environment work away from a web developer by combining DevOps knowledge, project-specific Codex skills and an n8n interface.

AI Outstaff Codex n8n

NGINX 502 errors from one load balancer: how a segfault caused persistent upstream failures

A load balancer kept returning 502 errors even though every backend was healthy. The root cause was an NGINX segfault during log rotation, and the long-term fix combined 5xx rate monitoring with automatic recovery from kernel-reported crashes.

nginx prometheus alertmanager monit

Tech stack

Tools we actually ship and operate.

Containerization and orchestration

stack
KubernetesDockerSwarmK3SPodmanKVMAWS ECSAWS EKSGKEAzure Kubernetes Service

GitOps & Delivery

stack
GitLab CI/CDGithub ActionsArgoCDAWS CodePipelineGoogle Cloud BuildHelmwaveGitea

Observability

stack
PrometheusGrafanaVictoriaMetricsGraylogFilebeatVectorOpenTelemetry

Data & Databases

stack
MySQLMSSQLPostgreSQLElasticsearchMongoDBRedisRabbitMQ

Infrastructure as code

stack
TerraformTerragruntAnsibleAWS CloudFormation

Cloud services

stack
Amazon Web Services StackMicrosoft AzureGoogle Cloud PlatformOracle CloudLinode

Request initial assessment

Tell us what hurts. We’ll fix the root cause.

  • 24–48h initial response
  • one page action plan
  • measurable outcome targets

No marketing spam. Real solutions, not rituals.