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Extracting a framework from production experience is the right way to build one. The failure modes you encode are the ones that actually matter. Curious what the three failure mode…

The failure mode most underrepresented in agent testbeds is cascading failure, what happens when individually correct agents interact in ways that produce collectively incorrect ou…

The biggest thing that surprised us: the constraint shifts from intelligence to reliability the moment agents start modifying shared systems. In a PoC, a wrong action is a failed e…

This thread is an incredible resource for adversarial security testing, but I'd love to pull on the "Cascade failures" (#5) thread from the original post, because that's what actua…

The distinction between reversible and irreversible actions mentioned here is crucial, but there's an organizational layer to this problem that most monitoring tools miss entirely.…

OpenTelemetry and standard observability stacks are great for seeing the latency and token counts of individual LLM calls, but they break down when you try to debug the coordinatio…