The Missing Primitive in Agent Infrastructure
Blog post from Paper Compute Company
In 2026, the landscape for agent infrastructure is evolving, emphasizing the need for durable session capture over traditional observability, which includes logs, traces, and metrics but lacks depth in understanding and resolving failures. While many platforms offer visibility through cost tracking and dashboards, they fall short in providing full-fidelity session capture and deterministic replay, essential for debugging and enhancing agent reliability. tapes.dev emerges as a solution, offering a transparent proxy that captures every interaction, enabling deterministic replay and checkpointing without code changes. This approach aims to transition from ephemeral to durable execution, allowing for better orchestration and self-healing capabilities by ensuring agents can be fully replayed, audited, and improved upon. The trajectory for agent development involves moving from observable to orchestratable and ultimately to self-healing systems, underpinned by durable infrastructure, which is crucial as agents become central to infrastructure rather than mere tools.
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