Apply Exa advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Exa support escalation. Trigger with phrases like "exa hard bug", "exa mystery error", "exa impossible to debug", "difficult exa issue", "exa deep debug".
Choose and implement Exa validated architecture blueprints for different scales. Use when designing new Exa integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Exa applications. Trigger with phrases like "exa architecture", "exa blueprint", "how to structure exa", "exa project layout", "exa microservice".
Configure Exa CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Exa tests into your build process. Trigger with phrases like "exa CI", "exa GitHub Actions", "exa automated tests", "CI exa".
Diagnose and fix Exa common errors and exceptions. Use when encountering Exa errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "exa error", "fix exa", "exa not working", "debug exa".
Optimize Exa API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request throughput for Exa integrations. Trigger with phrases like "exa performance", "optimize exa", "exa latency", "exa caching", "exa slow", "exa batch".
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Build production agent workflows with empirical verification - Complete teaching system with guides, diagrams, and working examples.
→ Start Here: 5-Minute Introduction | → Visual Architecture Map | → System Summary
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Guides (90+ pages) |
Reference Implementation |
What you'll learn: Turn "LLM analyzed my code" into "LLM + script verified with evidence" - The pattern for production-ready agent systems.
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