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God modules, circular deps, copy-paste, and fear of changing code are early warnings. Use this practical checklist to spot unmaintainable structure before every change feels risky.
10/16/2026 • By Muhammad Wilayat Shah
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10/16/2026
Junior code makes the feature work. Senior code makes it survivable: clearer names, owned failure modes, right-sized abstractions, edge cases, and tests that protect behavior—not cleverness.
By Muhammad Wilayat Shah
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10/16/2026
Software rarely dies from a bad first version; it dies when every change gets expensive. Here are ten practical habits that keep a codebase adaptable through years of new requirements.
By Muhammad Wilayat Shah
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10/15/2026
Redis can turn a 400 ms endpoint into a 5 ms one, or add stale data bugs that hide a missing index. Learn when Redis caching helps, when it hurts, and how to use cache-aside safely.
By Muhammad Wilayat Shah
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10/15/2026
Stacking useEffect hooks usually means logic is in the wrong place. Learn the common useEffect misuses in React, what to use instead, and when an effect is actually the right tool.
By Muhammad Wilayat Shah
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10/15/2026
Monolith, modular monolith or microservices? Compare deployment, data, transactions and operational cost, see a Laravel modular monolith example, and use a simple checklist to choose the right architecture for your team.
By Muhammad Wilayat Shah
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10/15/2026
LLM features that shine in demos often break on real inputs. Learn a practical way to test them with schema validation, small evaluation sets, CI checks, prompt-injection cases and production monitoring.
By Muhammad Wilayat Shah
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