Issues

• Measure exact repeated Tavily web_search calls from existing Langfuse traces

  shenjianan97/persistent-agent-runtime#123 · Filter by author ovladon opened on Sep 29, 2026

• Checkpoint write-path scaling: row-per-superstep, per-step DB writes (latency + TPS ceiling), and large/unbounded payloads

  enhancement
  shenjianan97/persistent-agent-runtime#121 · Filter by author shenjianan97 opened on Jun 24, 2026

• Decouple cost tracking from checkpoints (move to LLM gateway + async metering)

  enhancement
  shenjianan97/persistent-agent-runtime#120 · Filter by author shenjianan97 opened on Jun 24, 2026

• Checkpoint payloads grow unboundedly: compaction trims LLM context, not channel state

  enhancement
  shenjianan97/persistent-agent-runtime#107 · Filter by author shenjianan97 opened on May 12, 2026

• Deprecate workers table once proper liveness monitoring lands

  enhancement
  shenjianan97/persistent-agent-runtime#106 · Filter by author shenjianan97 opened on May 12, 2026

• Activity timeline: surface memory writes as marker.memory_written (API-synthesis, no new task_events kind)

  enhancement
  shenjianan97/persistent-agent-runtime#105 · Filter by author shenjianan97 opened on Apr 27, 2026

• Pre-Tier3 memory flush prompt references removed tool and wrong persistence tool

  shenjianan97/persistent-agent-runtime#104 · Filter by author shenjianan97 opened on Apr 24, 2026

• Prompt caching: follow-up robustness + observability

  enhancement
  shenjianan97/persistent-agent-runtime#100 · Filter by author shenjianan97 opened on Apr 22, 2026

• Compaction refinements: tune offload preview, paginate recall, exempt mutating-tool args, drop in-middle recall stub

  shenjianan97/persistent-agent-runtime#99 · Filter by author shenjianan97 opened on Apr 22, 2026

• Agent loop terminates prematurely when model narrates next step in prose instead of emitting a tool call

  bugenhancement
  shenjianan97/persistent-agent-runtime#97 · Filter by author shenjianan97 opened on Apr 21, 2026
  1

• Compaction improvements: OpenHarness-inspired punch list + pinned-region design

  shenjianan97/persistent-agent-runtime#91 · Filter by author shenjianan97 opened on Apr 20, 2026

• Research subagent: context-isolated tool-use bursts with distilled return

  enhancement
  shenjianan97/persistent-agent-runtime#84 · Filter by author shenjianan97 opened on Apr 19, 2026

• Cap Tier 3 summary size: tighten prompt + max_tokens safety net + recursive chunking

  enhancement
  shenjianan97/persistent-agent-runtime#82 · Filter by author shenjianan97 opened on Apr 19, 2026
  1

• Add offline real-provider LLM test suite (pre-deploy gate)

  enhancement
  shenjianan97/persistent-agent-runtime#81 · Filter by author shenjianan97 opened on Apr 19, 2026
  1

• Add analyze_url tool for agentic, bounded URL summarization with evidence

  shenjianan97/persistent-agent-runtime#72 · Filter by author shenjianan97 opened on Apr 18, 2026

• worker→API memory_search: propagate tenant context once multi-tenant auth lands

  shenjianan97/persistent-agent-runtime#71 · Filter by author shenjianan97 opened on Apr 18, 2026

• Flaky: test_worker_mcp_tool_execution_integration (4s sleep window)

  shenjianan97/persistent-agent-runtime#69 · Filter by author shenjianan97 opened on Apr 18, 2026

• Add tool-invocation approval seam before Phase 2 non-idempotent tools land

  shenjianan97/persistent-agent-runtime#64 · Filter by author Ranran-yue opened on Apr 17, 2026
  1

• Split DB roles: separate migrator (admin) from runtime (least-privilege)

  shenjianan97/persistent-agent-runtime#63 · Filter by author Ranran-yue opened on Apr 17, 2026

• Envelope-encrypt secret columns (provider_keys, langfuse_endpoints.secret_key, tool_servers.auth_token)

  shenjianan97/persistent-agent-runtime#62 · Filter by author Ranran-yue opened on Apr 17, 2026

• Add approval gates for dangerous tool execution

  shenjianan97/persistent-agent-runtime#54 · Filter by author shenjianan97 opened on Apr 16, 2026

• Missing sandbox cost recording on task cancellation

  shenjianan97/persistent-agent-runtime#48 · Filter by author Ranran-yue opened on Apr 15, 2026

• Deep Agent Support: Task Decomposition with Supervisor and Sub-Agents for Long-Running Tasks

  enhancement
  shenjianan97/persistent-agent-runtime#47 · Filter by author Ranran-yue opened on Apr 13, 2026
  4