Agent loops are decode-bound, not prefill-bound, and most enterprise serving stacks are still sized for the wrong bottleneck. Here's what changes in your architecture and why disaggregated inference is becoming the default pattern, not a hardware shopping list.
Teams keep trying to make one protocol do both jobs — tool access and agent-to-agent negotiation. Here's why that's the wrong architecture, and what to build instead.
94% of teams have agent observability in place, yet only 12% say they can actually govern their agents — the gap isn't a tooling problem, it's an unassigned architectural responsibility.
New evidence shows agentic keyword search hits 94.5% of RAG faithfulness with zero vector store — here's how to decide whether your team still needs one.
A skill pack for cost review, IAM least-privilege checks, and safe resource changes via the AWS CLI.
An enterprise skill pack for transaction review, KYC/AML documentation checks, and regulatory-aware validation.
A worked case study on Smart SDLC's real production skill pack, then design and ship your own using every practice from this course.
A skill pack for pull request hygiene, issue triage, and release notes using the GitHub CLI.
A skill pack for diagnosing pod failures, reviewing manifests, and safe rollout procedures.
A skill pack for scaffolding LangGraph state machines, node design, and graph debugging.
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