#software-development-practices

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#ai-code-generation #repository-specific-knowledge #architectural-constraints #pull-request-acceptance
Software development
fromInfoQ
3 days ago

QCon London 2026: Refreshing Stale Code Intelligence

AI coding models lack repository-specific knowledge, generating syntactically correct but architecturally misaligned code that fails to meet production standards and organizational conventions.
Scala
fromMedium
6 days ago

Is the FP Juice worth the Squeeze?

Functional programming disciplines—immutability, explicit absence handling, and explicit failure representation—reduce enterprise risk and improve delivery predictability in Java-based organizations without requiring complete language rewrites.
Software development
fromDeveloper Tech News
1 week ago

Agoda builds guardrails for AI-assisted coding

Engineers remain fully accountable for AI-generated code, which is attributed to the engineer who used the tool, maintaining existing oversight and quality standards.
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