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Series

GroupFlights — Tactics in Three Dialects

In reading order.

  • 18 parts
  • ≈ 109 min total
  • 18 published
Part 1 26 Nov 2025 8 min read

One Domain, Three Dialects

A teaching repo that implements one airline-charter domain three ways on purpose - CRUD, CRUD-plus-rich, and Clean Architecture - and persists it three ways to match. Part 1 of a source-reading series.

Part 2 27 Nov 2025 6 min read

CRUD, Rich, Clean — And Who Actually Got Which

Testing a README's three-tier architecture claim against the source, and finding that the module nobody mentions holds the only real aggregate in the estate.

Part 3 28 Nov 2025 5 min read

Make the Draft a Different Class

An offer draft and a published offer are not one entity with a status flag - they are two classes, and the transition is a method that returns the second one. What that buys, and what it silently drops.

Part 4 28 Nov 2025 5 min read

One Public Member, Sixteen Consequences

Postsale's aggregate has ten private fields and exactly one public member. Reservation, in the same estate, has eighteen. Following that difference all the way down to the database.

Part 5 29 Nov 2025 6 min read

Asserting on Events When There Are No Getters

Two test files, one estate, one deliberate contrast - and the answer to the question a fully encapsulated aggregate forces on you. Six test methods in 14,559 lines, by design.

Part 6 30 Nov 2025 6 min read

The Aggregate as One Column

Sales stores four aggregate roots and twenty-five value objects in three tables, by serialising whole aggregates into jsonb - and the reflection resolver that makes reconstitution work bypasses every invariant on the way in.

Part 7 30 Nov 2025 6 min read

The Queries You Cannot Write

What the document strategy really costs - a promoted column, a side table, an in-memory dictionary with a TODO on it, and six update methods that look the row up without its id.

Part 8 01 Dec 2025 6 min read

When Private Fields Become Column Names

Mapping a fully encapsulated aggregate to relational tables with Property of T of a string - eight tables for one aggregate, eighteen columns, seventeen of them named after private C# fields.

Part 9 02 Dec 2025 5 min read

CQRS Arrived as a Consequence

Because the write model exposes nothing, the read side could not go through the aggregate - so a second POCO maps the same physical table through a second DbContext. CQRS as an outcome rather than a choice.

Part 10 02 Dec 2025 6 min read

The Model the Scheduler Can Query

The third persistence strategy is the plainest one, and the only one a background poller can interrogate - plus what that poller costs when it has no watermark, no paging and no index.

Part 11 03 Dec 2025 6 min read

A Specification That Never Specifies Anything

A textbook Specification base class whose one clever feature has zero usages, whose combinators have none either, and whose only used method recompiles an expression tree on every call - inside loops.

Part 12 04 Dec 2025 6 min read

At Most Once, and Sometimes Not at All

What an in-process event dispatcher actually guarantees when there is no outbox, no dead letter, no correlation id and no drain on shutdown - and the one static field the whole thing depends on.

Part 13 05 Dec 2025 5 min read

Publish Then Save, Save Then Publish

One estate showing the safe ordering five times and the unsafe one once, with the phantom-event failure traceable end to end through a webhook that never retries.

Part 14 05 Dec 2025 6 min read

Five Seconds Is a Teaching Decision

The tick that makes eventual consistency watchable in a console, the four-hop chain that takes twenty seconds because of it, and the DI-scope trap the estate is one refactor away from firing.

Part 15 06 Dec 2025 6 min read

The ADR Said UTC and One Switch Unsaid It

A decision record mandates UTC everywhere and an IClock abstraction, and thirty files honour it - then one process-global AppContext switch in shared plumbing makes every timestamp column forget it was UTC.

Part 16 07 Dec 2025 6 min read

Endpoints Declared as Data

A four-field record that makes it impossible to register a route without stating who may call it - the best idea in the mini-framework - and the one line it did not write, which costs every 404 in the estate.

Part 17 07 Dec 2025 7 min read

Sixteen Concepts, Copied Once

When Postsale was carved out of Sales, sixteen types came with it - and every place the twins differ marks a decision the extraction forced, including one base class that stopped draining and a repository that silently depends on it.

Part 18 08 Dec 2025 8 min read

What Teaching Code Owes Its Reader

The retrospective - nine declared omissions that are all defensible, a set of undeclared ones that all turned out to be live bugs, and the rule that falls out of the difference.