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Comprehensive web development trends and learning roadmap for 2026 covering AI-native tooling, edge computing, server components, and the skills that separate senior developers from mid-level. For developers planning their learning path.
Use shadow mode, statistical significance testing, and gradual rollouts to confidently replace your LLM models and prompts.
Deep dive into core agent patterns: ReAct loops, Plan-Execute-Observe, reflection mechanisms, and preventing infinite loops with real TypeScript implementations.
Master error detection, reflection prompting, alternative tool selection, human-in-the-loop escalation, and graceful degradation for production agents.
Master agent evaluation: trajectory analysis, tool accuracy, task completion rates, efficiency scoring, and LLM-as-judge evaluation frameworks.