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Tomás Ferreira

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DevOps lead at a São Paulo fintech, managing Kubernetes clusters across three AWS regions. Built the GitOps pipeline that reduced deployment incidents by 80%.

devopscloudarchitecturesecurity

Articles by Tomás Ferreira(9)

The Problem with Feature Flags at Scale

This article explores the challenges of implementing feature flags in large-scale applications, including complexities in release processes, operational overhead, and potential pitfalls leading to deployment incidents. It also outlines strategies for effective feature flag management, particularly in a GitOps environment.

Feature FlagsScaleDevOpsGitOpsDeployment Incidents

23 July 2026

Designing for rollback: the deployment discipline that prevents incidents

Most deployment rollbacks fail because they were never designed for. The code that shipped assumed forward-only migrations, schema changes that break the previous version, and state changes that cannot be undone. Designing rollback in from the start changes the incident calculus completely.

devopsdeploymentarchitecturereliability

22 July 2026

Implementing agentic loops with retry and reflection

A production-focused guide to building reliable agentic loops that handle tool failures, self-correct through reflection steps, and terminate safely — covering the loop structures, retry strategies, and observability patterns that prevent runaway agents

agentsagentic-loopsretryreflectionarchitecture

21 July 2026

Infrastructure as code drift: how it accumulates and how to contain it

Infrastructure as code drift occurs when the actual infrastructure state diverges from the code that is supposed to define it. Every manual change in the console, every emergency hotfix applied directly, and every environment-specific exception widens the gap.

devopscloudterraformiacreliability

21 July 2026

Zero-downtime deployments: the checklist that covers the cases most teams miss

Zero-downtime deployment techniques are well-documented for stateless services. The cases that cause downtime during otherwise smooth deployments — database migrations, schema changes, static asset CDN timing, and session continuity — require specific handling that is rarely covered in the standard guides.

devopsdeploymentperformancedatabasesbackend

21 July 2026

Secrets management that survives key rotation without causing outages

Secret rotation is required for security hygiene, but poorly architected secrets management makes rotation a high-risk event that the team dreads. The architecture that survives rotation is different from the architecture that works until rotation is needed.

devopssecuritysecretsbackendinfrastructure

21 July 2026

Tomás Ferreira — ANN Tech — ANN Tech