mchades commented on code in PR #11339:
URL: https://github.com/apache/gravitino/pull/11339#discussion_r3341751319


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AGENTS.md:
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@@ -42,10 +43,64 @@
   4. Constructors.
   5. Methods (Group by visibility, putting `private` methods at the end).
 
+## Code Design & Structure
+- **Method granularity**: Each method must earn its existence. Avoid small, 
fragmented single-use helpers — keep cohesive logic together. At the same time, 
fold genuinely duplicated logic into one shared helper instead of repeating it. 
Extract when it is reused or names a genuinely non-obvious step; inline trivial 
one-liners.
+- **No dead parameters or methods**: Remove a parameter that is always the 
same constant (for example, a flag that is always `true`) and a method that 
does nothing meaningful. Keep related declarations and their setup together 
(for example, a thread-pool field and the loop that submits tasks to it).
+- **Field assignment**: Qualify field assignments with `this.` (for example, 
`this.workers = ...`) in constructors and setters.
+- **Test-only code must not live in production classes**: Never add a 
production method or field that exists only to serve a test.
+  - Prefer keeping test-only logic in the test module (test helpers, fixtures, 
or the test class itself).
+  - If a production member genuinely must be reachable from a test, annotate 
it with `@VisibleForTesting` and keep the narrowest visibility possible 
(package-private, not `public`/`protected`). Never widen visibility solely for 
a test.
+  - Do not reach into non-public members from tests via reflection 
(`setAccessible(true)`). Add a `@VisibleForTesting` constructor/factory instead.
+- **Narrowest visibility**: Give every class member the smallest visibility 
that works (`private` first, then package-private). Do not make something 
`public`/`protected` unless an external caller needs it.
+- **Dependency injection, not singletons**: Avoid the singleton pattern 
(including lazy-holder/double-checked instances) — it is hard to test. 
Construct collaborators once in the owning class (for example, the 
plugin/bootstrap class) and inject them; do not `new` a manager/service inline 
in the middle of logic, and never create two instances of a component that is 
meant to be shared.
+- **Naming follows existing conventions**: Match the naming patterns already 
used by sibling classes and the surrounding package, and make the name reflect 
the class's actual role. Established suffixes include `XxxManager`, 
`XxxDispatcher`, `XxxService`, `XxxOperations`, `XxxListener`, `XxxPoller`, 
capability interfaces `SupportsXxx`, and tests `TestXxx`. Capitalize acronyms 
consistently with existing code (`RESTUtils`, not `RestUtils`). For boolean 
fields and accessors, follow the surrounding module's established convention 
and keep the field name consistent with its getter semantics. Do not invent a 
new convention when a matching one already exists.
+- **Names must reveal behavior**: Use domain terms that make the behavior 
clear. Do not name a mutating or state-transitioning method like a read-only 
getter (`getXxx`), and avoid vague jargon when a concrete term such as 
`finished`, `cleanup`, or `runnable` is clearer.
+- **Reuse existing types and patterns**: Before adding a new request DTO, PO, 
or helper, check whether an existing one (for example, an `XxxAssociateRequest` 
or `XxxPO`) already fits, and reuse it. Validate request DTOs at the request 
boundary (reject nulls, overlapping add/remove sets, etc.).
+- **Prefer immutable data objects**: Keep DTOs and POs immutable where 
practical. Prefer constructors or builders over setters unless a framework 
requires mutable JavaBeans-style objects.
+- **Exceptions**: Throw the standard, semantically correct exception type for 
the situation (for example, the project's unauthorized/forbidden exception for 
auth failures). Do not add a `catch (RuntimeException e) { throw e; }` that 
adds no behavior, and collapse identical sibling `catch` blocks. When 
refactoring, preserve identifying context (such as the table identifier) in 
error messages and logs.
+- **Prefer standard-library and Commons idioms**: Use 
`StringUtils.isBlank`/`isNotBlank` instead of manual null/empty string checks, 
a `Set` (not a `List`) for repeated membership lookups, and 
`Base64.getEncoder().encodeToString(...)` rather than manual byte/string 
round-trips. Do not introduce calls to APIs that are deprecated at the version 
the build pins; keep a `@SuppressWarnings("deprecation")` only when it is 
required for compatibility, with a comment explaining why.
+- **Module and package responsibilities**: Keep module and package boundaries 
explicit. Before adding a class, inspect sibling classes and place it in the 
module and package that own its concern. Do not put a class in a convenient but 
unrelated package, and do not bypass the owning abstraction to reach an 
incidental service or implementation layer.
+- **Component placement & lifecycle**: A sub-component of another component 
(for example, a side module of the entity store) should be created, started, 
and closed by its owner — mirroring sibling components such as 
`RelationalGarbageCollector` — rather than being exposed and wired as a global 
`GravitinoEnv` component.
+- **Avoid speculative abstractions**: Do not add an SPI, factory, helper, or 
extension point without a concrete current need. Prefer the smallest 
implementation that satisfies today's callers, then generalize when a second 
real use case requires it.
+- **Prefer capability interfaces over concrete casts**: Detect optional 
behavior through a `SupportsXxx` capability interface plus `instanceof`, not by 
casting to a concrete implementation class.
+- **Argument validation**: Use `Preconditions.checkArgument(condition, 
message)` for argument/state validation; do not use `checkNotNull` (it throws 
`NullPointerException` rather than the more meaningful 
`IllegalArgumentException`). Only null-check values that can actually be null — 
do not add defensive null checks for values guaranteed non-null by their source 
(for example, rows returned by a MyBatis mapper).

Review Comment:
   This guidance appears to conflict with our existing instruction in 
.github/copilot-instructions.md that says to always check for nulls.
   Could we align the wording here to avoid inconsistent review guidance?



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