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A practical, opinionated recipe for making a 4B model feel snappy while still using tools reliably—now with the WHY behind each choice and a guide to what small tool-using agents can actually do.
Discover how AI agents are revolutionizing automation across industries, boosting productivity and transforming the way we work.
AI-first is not hands-off magic. It’s a disciplined, auditable workflow where agents handle repeatable tasks and engineers steer design and risk. This deep-dive shows the playbook—with briefs, tools, policies, evidence, tests, and real examples you can copy-paste.
AI-first isn’t autopilot. It’s a disciplined workflow where agents design, scaffold, code, and validate—while engineers set direction, guardrails, and quality bars. Here’s the practical stack and playbook.
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Explore comprehensive content about agents in AI agent development. Find tutorials, guides, and insights to help you master this topic.