Review - Launch review agents. Each receives the PR diff, change summary, and relevant CLAUDE.md content. Each returns a list of issues with a brief description. Prefer running independent agents in parallel when possible.
Go Patterns & Architecture (godev agent): Component registration (single vs batch MustRegister*), ConfigSpec construction, field name constants, ParsedConfig extraction, Resources pattern, import organization, license headers, formatting/linting, error handling (wrapping with gerund form, %w), context propagation (no context.Background() in methods, no storing ctx on structs), concurrency patterns (mutex, goroutine lifecycle), shutdown/cleanup (idempotent Close, sync.Once), public wrappers, bundle registration, info.csv metadata, distribution classification. Also flag CONTRIBUTING.md §3.1.3 violations (Go-first — never a line-by-line port of another ecosystem's implementation); cite §3.1.3, and only when the port is clear (ported comments, foreign naming conventions, mirrored class hierarchies), never for code that merely resembles a known design.
Tests (tester agent): Unit: table-driven tests with errContains, assert vs require, config parsing with MockResources, enterprise InjectTestService, processor/input/output/bloblang lifecycle tests, config linting, NewStreamBuilder pipelines, HTTP mock servers. Integration: integration.CheckSkip(t), Given-When-Then with t.Log(), testcontainers-go (module helpers preferred, GenericContainer fallback), NewStreamBuilder with AddBatchConsumerFunc, side-effect imports, async stream.Run with context.Canceled handling, assert.Eventually polling (no require inside), parallel subtest safety, cleanup with context.Background(). Flag changed code lacking tests and new components without integration tests.
Bugs and Security (general-purpose agent): Logic errors, nil dereferences, race conditions, resource leaks, SQL/command injection, XSS, hardcoded secrets. Focus on real bugs, not nitpicks.
Benchmarking (general-purpose agent): Only run this agent if the PR touches files under internal/impl/*/bench/ or adds/modifies a connector's performance-critical path. Checks: