I''m running into a bit of a ideological and functional problem with ActiveRecord and would like to find out if some of these concerns are valid. Hopefully someone here already knows the answer... The concerns are that ActiveRecord has a lot of activity involving data validation (validates_uniqueness_of, validates_associated) and model definition (belongs_to, has_many, has_one). This falls into three basic areas of data management that might be better handled elsewhere. At least that''s my olde school thinking. model definition: belongs_to, has_many, has_one These are all concepts that have been previously handled by standard SQL concepts such as: belongs_to: This is addressed by the SQL execute ''alter table contacts add constraint fk_contacts_users foreign key (user_id) references users(id) on delete cascade on update cascade'' has_many: This is a data model that is not addressed by SQL directly but is included in the SQL for belongs_to has_one: execute ''create unique index idx_contacts (username) The common concern that I have for each of these is that the ActiveRecord model may not always guarantee correct behaviors of the data. As an example: I have an application which requires that each user have a unique name for login. If I have a database table [id, username] and a ActiveRecord model which validates the uniqueness of the username. What happens to the application when two people enter in the same username (for INSERT) concurrently? Is there something about the ActiveRecord which can manage the Concurrency effectively enough that the underlying database does not require an UNIQUE index on username? My past experience with data systems would tell me that the answer is to enforce a UNIQUE index on the username field and then validate uniqueness of the data insert by handling the resulting database error that is going to be thrown. Additionally, (and this is my lack of understanding of ActiveRecord) I am assuming that this validation is going to run a SQL statement to see how many records match that name, and returning none, will insert the record. That''s two queries instead of one plus error handling. Plus it doesn''t guarantee the data integrity that is required of the application. Similarly, any specific constraints on what kind of data is permitted (price > 0) is something that can also be added as a constraint to the database field. But some DBA''s and others would argue against this since it''s not a data integrity requirement but a business requirement. Perhaps it would be more agreeable to state the constraint as price >= 0 since we''re pretty sure we don''t want to sell at negative values. This last example is something that may not be as much of a hard and fast rule as the previous requirements about data linking from table to table or perhaps other requirements like a field cannot be null in the database and the ActiveRecord validates that the field matches a set of values. There''s arguably two layers of data integrity: The rules that make the business of running the web site make sense (price >=0) and the rules that keep things from completely falling apart (unique username). One partition is to consider the Model to contain everything that can be compared to values in the model code or the data provided (in memory) for that specific event. This would ensure the price >=0 or price > 0 or that a zip code is sane (5 digits US, 6 chars CA). And to handle the errors returned from the database when the data integration rules are violated (referential integrity, unique key violations...) rather than trying to second guess the database. This is where my thinking it as. I''m trying to resolve what my options are in developing an application that is going to provide both a Rails-ish approach yet still keep the data sane. Hints?