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GitLab's New Rate Limits: What to Fix Before Oct 19

GitLab is capping unauthenticated API calls at 60 an hour starting October 19, and the preview windows land before most teams will have noticed.

KU
Kiril UrbonasAI Engineer
|Oct 4, 2026
GitLab's New Rate Limits: What to Fix Before Oct 19

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A systematic approach to debugging Linux network issues. The tools that earn their place and the order I use them in.
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Network Configuration and Troubleshooting in Linux

A systematic approach to debugging Linux network issues. The tools that earn their place and the order I use them in.

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Kiril Urbonas·3 min read·62
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A practical Linux performance tuning playbook for production servers. The kernel parameters, disk and network tweaks that earn their place, and the ones that turned out to be folklore.
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Linux Performance Tuning: Optimizing System Performance

A practical Linux performance tuning playbook for production servers. The kernel parameters, disk and network tweaks that earn their place, and the ones that turned out to be folklore.

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Kiril Urbonas·3 min read·35
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A practical guide to writing and managing systemd services for production. The unit file features that earn their place, plus the operational workflows.
••10 months ago

Systemd Service Management: Creating and Managing Services

A practical guide to writing and managing systemd services for production. The unit file features that earn their place, plus the operational workflows.

KU
Kiril Urbonas·4 min read·18
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Run services reliably with systemd: units, dependencies, and resource limits.
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Systemd and Modern Linux Service Management

Run services reliably with systemd: units, dependencies, and resource limits.

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Kiril Urbonas·1 min read·34
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We use CloudFront + Lambda@Edge for specific patterns. The wins, the production gotchas, and where we hit Lambda@Edge's limits.
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Edge Computing with AWS: CloudFront and Lambda@Edge

We use CloudFront + Lambda@Edge for specific patterns. The wins, the production gotchas, and where we hit Lambda@Edge's limits.

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Kiril Urbonas·3 min read·17
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Postgres, DynamoDB, Redis, Elasticsearch, Snowflake. We use all five for different workloads. The decision criteria, not the marketing comparison.
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Cloud-Native Databases: Choosing the Right Database for Your Workload

Postgres, DynamoDB, Redis, Elasticsearch, Snowflake. We use all five for different workloads. The decision criteria, not the marketing comparison.

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We've executed real disaster recoveries twice. The plan that survived contact with reality, and what was wrong about the plans we had before that.
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Disaster Recovery in the Cloud: Backup and Recovery Strategies

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VPCs, subnets, route tables, gateways. The mental model that finally made cloud networking click after I stopped trying to map it 1:1 to physical networks.
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Cloud Networking Fundamentals: VPCs, Subnets, and Routing

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We run both ECS and EKS in production. Which we use for what, and the actual decision criteria — not the marketing comparison.
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AWS ECS vs EKS: Choosing the Right Container Platform

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Shift-left security with image scanning. Trivy, policy gates, and runtime integration.
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Container Image Scanning in CI and at Runtime

Shift-left security with image scanning. Trivy, policy gates, and runtime integration.

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A working AWS security baseline, derived from the actual incidents we've had and the audit findings we've cleared.
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Cloud Security Best Practices: Securing Your AWS Infrastructure

A working AWS security baseline, derived from the actual incidents we've had and the audit findings we've cleared.

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We use serverless for specific patterns, not as a default. The patterns where it shines, the ones it doesn't, and the gotchas at production scale.
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