Crash-proof LLM pipelines. Resumes from failure without a database.
NeurIPS 2025 research analyzing 1,642 real-world multi-agent execution traces found a 41–86.7% failure rate across 7 state-of-the-art open-source systems. The root cause: cascading error propagation, where one failed node corrupts all downstream nodes. DagPipe makes cascade failure structurally impossible. Every node's output is independently validated and checkpointed before the next node…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
NeurIPS 2025 research analyzing 1,642 real-world multi-agent execution traces found a 41–86.7% failure rate across 7 state-of-the-art open-source systems. The root cause: cascading error propagation, where one failed node corrupts all downstream nodes. DagPipe makes cascade failure structurally impossible. Every node's output is independently validated and checkpointed before the next node executes. A failure at node 4 cannot corrupt nodes 1, 2, or 3. Delete nothing. Just re-run. DagPipe…