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The current hype around autonomous agents, and what actually works in production
AI Engineer at ANZ Bank working on intelligent systems, LLM optimization, and scalable ML platforms.
Quality & Process agents: AI-powered CI/CD pipelines that fix lint issues, generate comprehensive test suites, perform automated code reviews, and create detailed pull requests with proper descriptions. They're legacy systems with quirks, partial failure modes, authentication flows that change without notice, rate limits that vary by time of day, and compliance requirements that don't fit neatly into prompt templates. Meanwhile, the winners will be teams building constrained, domain-specific tools that use AI for the hard parts while maintaining human control or strict boundaries over critical decisions.
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