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CodeTracked since May 19, 2026

Add agent-based El Salvador regulatory search with live session tracking

The PR adds an agent-driven workflow for El Salvador regulatory code search (ANDA, OPAMSS, MARN, etc.), connecting backend orchestration with a real-time UI so search sessions report coordinator/searcher progress and explicit partial completion states.

agent orchestratorEl Salvador building-code searchspecialist agentsExpress API

What Happened

  • The PR adds an agent-driven workflow for El Salvador regulatory code search (ANDA, OPAMSS, MARN, etc.), connecting backend orchestration with a real-time UI so search sessions report coordinator/searcher progress and explicit partial completion states.
  • The PR adds an agent-driven workflow for El Salvador regulatory code search (ANDA, OPAMSS, MARN, etc.), connecting backend orchestration with a real-time UI so search sessions report coordinator/searcher progress and explicit partial completion states.
  • 1 evidence item attached for review.

What is Different

Before

Scattered source updates, isolated context, and manual follow-up across multiple feeds.

Now

Introduced an end-to-end search pipeline in ruflo where backend orchestration spawns and coordinates multiple agents, validates retrieved URLs, and explicitly marks unfinished agents as skipped so session results show partial completion instead of unresolved ambiguity.

Why Track This

Why It Matters

Users and operators running Salvadoran code lookups will get immediate visibility into each agent's progress and a clear partial/no-execution outcome, reducing confusion and manual triage when searches stop before finishing. This is implemented through an Express-based orchestrator + WebSocket status stream tied to a React timeline, and the key watch points are skipped-state correctness on early exits, worker startup failures, and real-time event ordering after reconnects.

Impact

Users and operators running Salvadoran code lookups will get immediate visibility into each agent's progress and a clear partial/no-execution outcome, reducing confusion and manual triage when searches stop before finishing. This is implemented through an Express-based orchestrator + WebSocket status stream tied to a React timeline, and the key watch points are skipped-state correctness on early exits, worker startup failures, and real-time event ordering after reconnects.

What To Watch Next

  • Watch whether agent orchestrator becomes a repeated pattern.
  • Track follow-up changes around Agent Orchestration Platforms.
  • Compare future signals against this evidence trail.
  • Re-check risk flags: websocket_reconnect_handling, agent_skip_state_accuracy.
Open Topic TimelineOpen Technical EventOpen Original Sourcewebsocket_reconnect_handling / agent_skip_state_accuracy / orchestrator_cli_failure_recovery / status_ui_and_backend_consistency / early_exit_timeout_behavior

Supporting Evidence

GITHUB PULL REQUESTHigh Trust

ruvnet/ruflo PR #2040: feat: sistema de normativas El Salvador con frontend React

Introduces a new regulatory search system using specialist agents, Express/Claude-based orchestration, and a React/WebSocket interface with real-time timeline updates and skipped/partial session feedback.