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37 minutesVMware Private AI Foundation Capabilities and Features Update from Broadcom
Evaluate private AI as an infrastructure and governance decision instead of defaulting to either SaaS or self-hosting by instinct.
Watch nextIBM Technology. Discusses the uneven "barbell" shape of AI coding performance, architecture ownership, agent orchestration, context limits, open-source versus proprietary tooling and why models can solve hard tasks while still failing ordinary engineering details. That supports the article's rule that tests and human review remain the shipping gate.
Tool names and model rankings will change quickly. Keep the durable lesson: the repository remains the source of truth, the human keeps architecture ownership, and tests, security review and product acceptance decide whether generated code ships.
Build a realistic mental model for when repository-aware coding agents help and where senior engineering control is still required.
Experience reviewing pull requests, reading production code and judging whether a software change is safe to ship.
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