DevOps Release Habits for Small Teams
A lightweight release operating model for small teams: one artifact, explicit risk, observable rollout, and recovery prepared before deployment.
5 articles tagged
A lightweight release operating model for small teams: one artifact, explicit risk, observable rollout, and recovery prepared before deployment.
Turn GitHub coverage merge protection into a reliable gate with thresholds, delta rules, configs, review checklists, and ops practices.
A practical review checklist for validating AI-generated backend code: business logic, state transitions, data integrity, security, tests, and production impact.

A production playbook to harden outbound HTTP in Java using Spring Boot 4.1's InetAddressFilter, safe DNS, and egress controls.
A team-level operating model for using AI coding agents in backend engineering: scope boundaries, approvals, risky tasks, security review, CI checks, and rollout ownership.