devDosvid blog

Writing about technical leadership, platform engineering, and the practices that help teams and infrastructure scale.
A green spotlight on a tripod standing on cracked red ground

The Pipeline Was Green

An AI agent upgraded a Helm chart, the pipeline said green, and QA was broken for three days. The first instinct was to lock everything down. The better answer was harder to accept.

Published: April 10, 2026 · Updated: April 11, 2026

Layers Made It Universal. Harnesses Made It Run

What harness engineering looks like when the work is infrastructure, not application code.

Published: April 7, 2026 · Updated: April 11, 2026
people are in the room with you but you are not

Full Attendance, Zero Presence

Most listening advice says add behaviors. The real fix is the opposite — stop doing everything else.

Published: March 18, 2026 · Updated: April 11, 2026

Flip the Axis: A Layer-Based Approach to Multi-Service Migrations

How parallelizing by step instead of by service helped a half-sized team do twice the work

Published: March 5, 2026 · Updated: April 11, 2026
Silent need for positional dominance destroys your career

Positional Dominance Is Making You a Worse Engineer

When a teammate proposed a better design than mine, my first instinct was to defend my own — not because of logic, but because it was his idea, not mine.

Published: February 19, 2026 · Updated: April 11, 2026
growing tree, full of life

Delegate for Growth: Scaling Your Impact Through Others

As senior engineers, we often hit the ceiling at some point: our individual output is high, but writing more code or spinning up one more cluster does not feel like the best way to make more impact. A more significant impact comes from multiplying our efforts. But how do you do that without a team reporting to you? How do you effectively involve peers in your projects, influencing their priorities when you don’t control their backlog or performance review? ...

Published: April 4, 2025 · Updated: April 11, 2026
AWS S3 Cost Optimization: Removing Redundancy and Implementing Intelligent Tiering

Aws S3 Cost Optimization: Removing Redundancy and Implementing Intelligent Tiering

Legacy setups can hide costs, and sometimes big. By challenging this, I learned some cool stuff about S3 Intelligent-Tiering and Lifecycle Configuration.

Published: January 29, 2025 · Updated: February 9, 2025
preventing cascading failures

Unpacking AWS Outages: System Design Lessons from Post-Event Summaries

Explore AWS outage case studies, uncovering essential strategies for building resilient systems by understanding dependencies and preventing cascading failures

Published: June 3, 2024 · Updated: June 4, 2024
Terraform Static Code Analysis Tools

Terraform Static Code Analysis Tools Compared: Checkov, Trivy, KICS & More

Side-by-side comparison of 6 Terraform static analysis tools: Checkov, Trivy, KICS, Terrascan, tfsec, and Semgrep.

Published: April 16, 2024 · Updated: April 12, 2026
Illustration of a cloud symbol containing icons of a gear, an API symbol, and geometric shapes, representing cloud computing and API management.

AWS API Gateway V2 + Lambda with Terraform: A Complete Guide

Step-by-step guide to building a serverless backend with API Gateway V2 HTTP API and Lambda using Terraform.

Published: January 9, 2024 · Updated: April 12, 2026

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