Discover the 5 specific components required to build AI agents that match junior employee output quality without falling for industry hype.
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Early 2025 data shows Devin failed 14 of 20 real-world tasks. Explore why spec-driven orchestration now beats single-agent autonomy for engineers.
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TerminalBench 2.1 shows 83.4% scores, yet infrastructure gaps cause a 17-issue performance drop. Learn why architecture matters more than the model.
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Learn to build agents that manage context across multiple turns using specific memory compression strategies and token monitoring.
Diego Alvarez
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