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Explains inward dependency flow, stable business policy, adapters, and when a smaller project structure is enough.
Explains cleanup for subscriptions, timers, event listeners, and aborting stale fetches.
Explains what a lambda captures, how captured state is shared, and why a long-lived callback can retain more memory than expected.
Review async .NET code that does not accept or propagate CancellationToken and explain the practical production risk.
Uses complexity as a first filter while accounting for constants, locality, allocations, data size, and the complete operation sequence.
Designs controlled diagnostic access, collection triggers, container permissions, artifact egress, privacy, retention, and post-capture verification.
Explains short-lived access tokens, refresh-token rotation, revocation, storage choices, and replay detection.
Explains when CSRF matters, how cookies change browser behavior, and what mitigations fit API clients.
Explains when local process memory is enough and when shared Redis-style caching is worth the extra dependency.
Compares vendor-neutral OpenTelemetry concepts with Application Insights usage for .NET production services.
Compares point-to-point queues with publish-subscribe topics and explains when each model fits.
Explains how roles group permissions while API policies enforce specific capabilities and resource rules.
Compare a deliberately simplified numeric dotted-version contract without claiming full SemVer 2.0 support.
Builds optional EF Core predicates while preserving server translation, stable ordering, and a bounded result.
Explains composite index column order with practical .NET data-access examples and production trade-offs.
Combines focused collaborators for independent behavior while recognizing cases where a genuine stable hierarchy remains simpler.
Choose between ConcurrentDictionary and explicit locks when managing concurrent in-memory data.
Explains how environment configuration drift causes deployment bugs and how to reduce it.
Explains how later configuration providers override earlier values and keeps secrets, environment overrides, and diagnostics within explicit boundaries.
Explain what ConfigureAwait(false) does, why it mattered historically, and how to reason about it in ASP.NET Core and library code.
Explains EF Core connection resiliency and retries with practical .NET data-access examples and production trade-offs.
Keeps images environment-neutral while handling configuration precedence, secret delivery, rotation, and startup validation safely.
Connects orchestrator requests and limits to .NET GC, thread-pool behavior, throttling, OOM termination, and capacity planning.
Designs useful local database and cache resources without confusing container lifetime, durable data, bind mounts, parameters, and production secrets.