{ "slug": "dp_010-q02-claude", "dp": "dp_010", "files": 991, "qid": "q02", "family": "single_hop", "prompt": "What is the name of the primary backend service for Project Nova?", "gold": "nova-worker", "agent": "claude", "fs": { "agent": "claude", "success": true, "steps": 22, "inputTokens": 1289015, "outputTokens": 983, "totalTokens": 1289998, "cost": 19.409, "durationMs": 67929, "answer": "The primary backend service for Project Nova is **`nova-worker`** (the Nova Worker Service).\n\nIt's described in `agent_memory/meetings/planning/2023-08-10-nova-dependency-mapping.md:55` as \"the heart of Nova\" \u2014 a Go service that consumes events from Kafka, performs aggregations/analyses, and writes results to the new PostgreSQL cluster. It's also the service referenced throughout incident reports (e.g., the Datadog memory alert on the `nova-worker` cluster) and the technical retrospective.", "judgeReason": "covers all asked facts", "toolCalls": 14, "trajectory": [ { "step": 1, "inputTokens": 27966, "outputTokens": 0, "text": "", "toolCalls": [] }, { "step": 2, "inputTokens": 27966, "outputTokens": 0, "text": "", "toolCalls": [ { "name": "Bash", "input": "{\"command\": \"ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"description\": \"List agent_memory directory\"}", "outputPreview": "1on1\ndocs\nemail\nmeetings\nmemo\nmemory\nprojects\nslack\nsupport\ntickets", "outputChars": 67 } ] }, { "step": 3, "inputTokens": 28226, "outputTokens": 65, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"Nova\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"output_mode\": \"files_with_matches\"}", "outputPreview": "Found 250 files limit: 250\nagent_memory/email/internal/jira_notification_new_ticket_pm-action-item-2.md\nagent_memory/email/internal/eoy_eng_wrap_up.md\nagent_memory/email/internal/re_nice_work_on_nova.md\nagent_memory/email/internal/2023-10-27_nova_beta_weekly_status.md\nagent_memory/email/internal/celebrating_the_innovate_deal.md\nagent_memory/email/internal/2023-12-21_reminder-nova-party.md\nagent_me\u2026", "outputChars": 15942 } ] }, { "step": 4, "inputTokens": 36192, "outputTokens": 46, "text": "", "toolCalls": [] }, { "step": 5, "inputTokens": 36192, "outputTokens": 46, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"primary backend service\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"output_mode\": \"content\", \"-C\": 2}", "outputPreview": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/email/internal/2023-12-04_nova_ga_feature_flags.md-118-[Omitted long context line]\n/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/email/internal/2023-12-04_nova_ga_feature_flags.md-119-\nagent_memory/email/internal/2023-12-04_nova_ga_fe\u2026", "outputChars": 1248 } ] }, { "step": 6, "inputTokens": 36192, "outputTokens": 46, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"backend service\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"output_mode\": \"content\", \"-C\": 2}", "outputPreview": "\nOutput too large (47.1KB). Full output saved to: /Users/prasanna/.claude/projects/-Users-prasanna-Documents-supermemoryai-supermemoryfs--scratch-eval-eval-workspace-fs-dp-010/8158a962-1521-4561-8880-6fbebbf585a1/tool-results/toolu_013hhXBqjCke7pQazfieB7NK.txt\n\nPreview (first 2KB):\nagent_memory/meetings/town_hall/2023-09-29-engineering-town-hall.md-125-[00:32:58] maya_singh: Abso\u2026", "outputChars": 2001 } ] }, { "step": 7, "inputTokens": 38020, "outputTokens": 62, "text": "", "toolCalls": [] }, { "step": 8, "inputTokens": 38020, "outputTokens": 62, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"nova-api|nova_api|NovaAPI|Nova-API|core service|primary service|monolith|nova-core|nova-backend|nova service|Nova service\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"output_mode\": \"files_with_matches\", \"-i\": true}", "outputPreview": "Found 250 files limit: 250\nagent_memory/email/internal/2023-10-27_nova_beta_weekly_status.md\nagent_memory/email/internal/re_draft_rfc-012.md\nagent_memory/email/internal/2023-11-03_check_in.md\nagent_memory/email/internal/h2-product-strategy-and-nova.md\nagent_memory/email/internal/core-platform-weekly-update-2023-07-14.md\nagent_memory/email/internal/post_mortem_follow_up.md\nagent_memory/email/intern\u2026", "outputChars": 15756 } ] }, { "step": 9, "inputTokens": 46343, "outputTokens": 41, "text": "", "toolCalls": [ { "name": "Read", "input": "{\"file_path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/projects/nova/initial-project-plan.md\"}", "outputPreview": "1\t# Project Nova: Initial High-Level Plan & Timeline\n2\t\n3\t**Document ID:** f008\n4\t**Version:** 0.1 (Draft)\n5\t**Date:** 2023-07-06\n6\t**Author:** Sam Taylor (Engineering Project Coordinator)\n7\t**Status:** Provisional - Subject to change following further stakeholder input.\n8\t\n9\t***\n10\t\n11\t### Table of Contents\n12\t\n13\t1. [Introduction](#introduction)\n14\t2. [Project Goals & Scope](#project-goals--sc\u2026", "outputChars": 35917 } ] }, { "step": 10, "inputTokens": 58626, "outputTokens": 48, "text": "", "toolCalls": [] }, { "step": 11, "inputTokens": 58626, "outputTokens": 48, "text": "", "toolCalls": [ { "name": "Read", "input": "{\"file_path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/meetings/planning/2023-07-10_nova-architecture-whiteboard.md\"}", "outputPreview": "1\t# Nova Architecture Brainstorm - Whiteboard Notes\n2\t\n3\t**Date:** 2023-07-10\n4\t**Attendees:** Alex Chen, Ben Carter, Fatima Ahmed\n5\t**Location:** Virtual Whiteboard ( Miro / Excalidraw link TBD - this is just a text dump for now)\n6\t\n7\t---\n8\t\n9\t## 1. Introduction & Goal Setting\n10\t\n11\tOkay team, let's capture some of what we discussed this morning for the Nova project. The main goal is to re-archi\u2026", "outputChars": 38971 } ] }, { "step": 12, "inputTokens": 72303, "outputTokens": 44, "text": "", "toolCalls": [] }, { "step": 13, "inputTokens": 72303, "outputTokens": 44, "text": "", "toolCalls": [ { "name": "Read", "input": "{\"file_path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/projects/nova/ga_release_checklist_backend.md\"}", "outputPreview": "File content (463.5KB) exceeds maximum allowed size (256KB). Use offset and limit parameters to read specific portions of the file, or search for specific content instead of reading the whole file.", "outputChars": 197 } ] }, { "step": 14, "inputTokens": 72640, "outputTokens": 44, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"nova-worker|NovaWorker|nova_worker|nova-api|nova-core|nova-service|nova-backend|NovaService|nova-server|nova-app\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"output_mode\": \"files_with_matches\", \"-i\": true, \"head_limit\": 50}", "outputPreview": "Found 50 files limit: 50\nagent_memory/email/internal/re_draft_rfc-012.md\nagent_memory/email/internal/alert_ci_cd_failure_nova-worker.md\nagent_memory/email/internal/prd_feedback_request_nova.md\nagent_memory/email/internal/2023-12-19_all-eng-nova-ga-plan.md\nagent_memory/email/internal/rfc-012-feedback-request.md\nagent_memory/email/internal/approval_request_cx4815_hotfix_deploy.md\nagent_memory/email/\u2026", "outputChars": 3111 } ] }, { "step": 15, "inputTokens": 74502, "outputTokens": 68, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"nova-worker\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/email/internal/technical_retrospective_summary_nova_backend.md\", \"output_mode\": \"content\", \"-C\": 3, \"head_limit\": 10}", "outputPreview": "16-\n17-[Omitted long context line]\n18-\n19:[Omitted long matching line]\n20-\n21-[Omitted long context line]\n22-\n--\n32-\n33-1. **Enhance System Stability & Reliability (Target: Reduce P1/P2 incidents by 40% compared to Q4 2023):** This is paramount. We need to move beyond reactive firefighting. This goal encompasses several sub-points:\n\n[Showing results with pagination = limit: 10]", "outputChars": 381 } ] }, { "step": 16, "inputTokens": 74502, "outputTokens": 68, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"primary|core service|backend service\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/projects/nova/initial-project-plan.md\", \"output_mode\": \"content\", \"-C\": 1, \"-i\": true}", "outputPreview": "53-\n54:* Development of new core services (specifics TBD).\n55-* Refactoring or replacement of key existing services (e.g., the authentication service, the data ingestion pipeline).\n--\n117-| :------ | :-------------------------------------------------- | :--------------- | :---------------- | :-------------- | :--------------- | :------- | :------------------------------------------------------\u2026", "outputChars": 2358 } ] }, { "step": 17, "inputTokens": 76050, "outputTokens": 38, "text": "", "toolCalls": [ { "name": "Read", "input": "{\"file_path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/email/vendors/datadog-alert-nova-worker-memory.md\", \"limit\": 100}", "outputPreview": "1\tFrom: System Alerts \n2\tTo: Engineering On-Call \n3\tCc: Leo Martinez , Alex Chen \n4\tDate: Wed, 15 Nov 2023 14:03:00 -0500\n5\tSubject: [ALERT] High Memory Usage on nova-worker Cluster\n6\t\n7\t---\n8\t\n9\t**ALERT: High Memory Usage Detected**\n10\t\n11\t**Monitor:** `Nova Worker Memory Usage - Production`\n12\t**Status:*\u2026", "outputChars": 5101 } ] }, { "step": 18, "inputTokens": 78355, "outputTokens": 42, "text": "", "toolCalls": [] }, { "step": 19, "inputTokens": 78355, "outputTokens": 42, "text": "", "toolCalls": [ { "name": "Grep", "input": "{\"pattern\": \"Project Nova.{0,100}(service|backend)|primary.{0,40}(backend|service).{0,100}Nova|Nova.{0,40}primary.{0,40}service\", \"path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/\", \"output_mode\": \"content\", \"-C\": 1, \"-i\": true, \"head_limit\": 30}", "outputPreview": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/meetings/planning/2023-08-01_nova_weekly_sync_notes.md-100-\nagent_memory/meetings/planning/2023-08-01_nova_weekly_sync_notes.md:101:Ben's update was equally detailed, showcasing good progress on the more complex architectural pieces of Project Nova. The backend team is clearly working hard to \u2026", "outputChars": 5094 } ] }, { "step": 20, "inputTokens": 80866, "outputTokens": 51, "text": "", "toolCalls": [ { "name": "Read", "input": "{\"file_path\": \"/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/meetings/planning/2023-08-10-nova-dependency-mapping.md\", \"limit\": 200}", "outputPreview": "1\t# Project Nova: Infrastructure Dependency Mapping - Working Session Notes\n2\t\n3\t**Date:** 2023-08-10\n4\t**Attendees:** Alex Chen (AC), Fatima Ahmed (FA)\n5\t**Location:** Virtual (Zoom)\n6\t**Objective:** To thoroughly map out the infrastructure dependencies for Project Nova, identifying potential bottlenecks, capacity concerns, and monitoring requirements ahead of its planned launch in Q4.\n7\t\n8\t## Ta\u2026", "outputChars": 20492 } ] }, { "step": 21, "inputTokens": 88385, "outputTokens": 39, "text": "", "toolCalls": [] }, { "step": 22, "inputTokens": 88385, "outputTokens": 39, "text": "The primary backend service for Project Nova is **`nova-worker`** (the Nova Worker Service).\n\nIt's described in `agent_memory/meetings/planning/2023-08-10-nova-dependency-mapping.md:55` as \"the heart of Nova\" \u2014 a Go service that consumes events from Kafka, performs aggregations/analyses, and writes results to the new PostgreSQL cluster. It's also the service referenced throughout incident reports (e.g., the Datadog memory alert on the `nova-worker` cluster) and the technical retrospective.", "toolCalls": [] } ] }, "smfs": { "agent": "claude", "success": true, "steps": 3, "inputTokens": 93931, "outputTokens": 1, "totalTokens": 93932, "cost": 1.409, "durationMs": 7661, "answer": "The primary backend service for Project Nova is **`nova-worker`** \u2014 a Go-based, highly concurrent microservice that handles event processing, state management, and inter-service orchestration, backed by PostgreSQL 14.2.", "judgeReason": "covers all asked facts", "toolCalls": 1, "trajectory": [ { "step": 1, "inputTokens": 30772, "outputTokens": 0, "text": "", "toolCalls": [] }, { "step": 2, "inputTokens": 30772, "outputTokens": 0, "text": "", "toolCalls": [ { "name": "Bash", "input": "{\"command\": \"smfs grep \\\"Project Nova primary backend service\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp_010/agent_memory/\", \"description\": \"Semantic search for Project Nova backend service\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"Project Nova primary backend service\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/memory/reference/product-roadmap\u2026", "outputChars": 3866 } ] }, { "step": 3, "inputTokens": 32387, "outputTokens": 1, "text": "The primary backend service for Project Nova is **`nova-worker`** \u2014 a Go-based, highly concurrent microservice that handles event processing, state management, and inter-service orchestration, backed by PostgreSQL 14.2.", "toolCalls": [] } ] } }