A generator given the wrong context does not stop
Scoping a context pack by project type saved 12.6% per subagent, not the 40% I guessed. The real risk is a thin pack: a missing surface makes a generator invent.
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Scoping a context pack by project type saved 12.6% per subagent, not the 40% I guessed. The real risk is a thin pack: a missing surface makes a generator invent.
A durable source of truth and an in-memory one give the same answers until a process dies. Deciding which is authoritative is a design act, not a default.
Checkboxes, radio buttons and switches encode different semantics — multiple choice, exclusive choice, and immediate effect. Choosing by appearance produces interfaces that mislead, and the accessibility story differs too.
A stub is not an empty function. It returns plausible values, satisfies its interface and does no work, which is why emptiness checks never find it.
A failed-sync flag is not a retry mechanism. Three parts are needed: a connectivity signal, an enumeration of what failed, and backoff with a ceiling.
The corpus a generator reads is as load-bearing as the code it emits. A hand-edit to it has no provenance and is dropped by the next re-sync.
Autonomous codegen produces an app that compiles; what makes it one that ships is a gate stack refusing any claim that carries no evidence.
Material 3 ships five button styles plus the FAB. They form an emphasis hierarchy, and the selection rule is about how many actions compete on a screen rather than about how each one looks.
A canonical that 404s when the syndicating platform fetches it does not transfer authority. Their copy becomes the original, and the order is the whole fix.
A structural shell passes an AST scan and a unit test while rendering nothing the mockup specified. Only a rendered check can tell the difference.
When two writes reach one record and no code decides between them, the policy is whichever ran last. Name the resolver so the choice becomes reviewable.
A route with no caller compiles, registers and never runs. Reachability is a graph property, so no per-file check can see it and nothing fails.