A cloud-native development operating model turns delivery into a paved road for the common case—automated, observable, and governed—while keeping exceptions explicit and reviewable.
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An agent eval harness is a versioned, scenario-based way to decide whether an agent workflow is safe and acceptable to ship. This guide shows how to design scenarios, golden tasks, trace assertions, and thresholds that stay useful as prompts, tools,
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A cost-aware architecture review keeps spend tied to design decisions. Use this framework to name the dominant cost driver, surface hidden costs, and make reliability-vs-spend tradeoffs explicit—before the design is locked.
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Agent autonomy boundaries turn “let the agent decide” into an operational policy: decide what it can do, escalate what it must route, stop real execution paths, and review scope changes to prevent autonomy creep.
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The agent loop should think and propose. The agentic system control plane should decide—enforcing policy, approvals, audit logging, retries, rollback/compensation, and escalation before side effects happen.
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In a safe production agentic system, the agent loop proposes actions while the control plane enforces policy, manages approvals/retries, records audit state, and contains failures.
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Hiring authenticity meaning isn’t a vibe check. It’s truthful, consistent self-presentation under pressure—evaluated using coherence across story, signals, and behavior.
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A cost-aware architecture review helps teams make durable cloud economics decisions during design—using clear triggers, an eight-area checklist, decision records, and revisit signals.
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When platform capacity is thin, cost-sensitive architecture decisions still happen. Use this lightweight review loop to keep compute, retention, observability, environments, and ownership decisions close to engineering.
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Cloud costs are often locked in by architecture decisions. This cloud economics architecture review framework helps teams document cost drivers, reliability tradeoffs, owners, and follow-up measurement—without turning design review into finance gate
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