At Agent Conf 2026 in Warsaw, top systems engineers established a decisive consensus: single prompts and rudimentary ReAct loops are obsolete for mission-critical software. The field is adopting deterministic state machines, topological DAG orchestrators, and dual-sandbox rollback guards.

Key Takeaways

  • ✓Marks transition from chat helpers to deterministic, stateful multi-agent systems
  • ✓Spotlights rollback snapshots and auto-healing sandboxes to prevent catastrophic drift
  • ✓Releases multi-framework open benchmarks to standardize long-horizon task verification
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