Tinker Programmer
May 3, 2026 · Artificial Intelligence
Why 99% of AI Agents Fail and How to Avoid Common Pitfalls
Most developers mistake model capability for system capability, leading to unstable agents; this article breaks down six essential modules—four‑layer architecture, execution model, memory system, framework choice, multi‑agent design, and observability—to guide engineers toward production‑ready AI agents.
AI AgentsObservabilityexecution model
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