dp_010 q02 991 files single_hop Claude Code

What is the name of the primary backend service for Project Nova?

Gold answer

nova-worker

Filesystem View raw JSON
Input
1.3M
Output
983
Steps
22
Tools
14
Latency
1.1m
Cost
$19.41
#2 Ran ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 67 chars
Command Bash
ls /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/

{
  "description": "List agent_memory directory"
}
Result 10 lines
1on1
docs
email
meetings
memo
memory
projects
slack
support
tickets
#3 Read /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 15,942 chars
Command Grep
{
  "pattern": "Nova",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/",
  "output_mode": "files_with_matches"
}
Result 8 lines
Found 250 files limit: 250
agent_memory/email/internal/jira_notification_new_ticket_pm-action-item-2.md
agent_memory/email/internal/eoy_eng_wrap_up.md
agent_memory/email/internal/re_nice_work_on_nova.md
agent_memory/email/internal/2023-10-27_nova_beta_weekly_status.md
agent_memory/email/internal/celebrating_the_innovate_deal.md
agent_memory/email/internal/2023-12-21_reminder-nova-party.md
agent_me…
#5 Read /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 1,248 chars
Command Grep
{
  "pattern": "primary backend service",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/",
  "output_mode": "content",
  "-C": 2
}
Result 3 lines
/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]
/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-
agent_memory/email/internal/2023-12-04_nova_ga_fe…
#6 Read /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 2,001 chars
Command Grep
{
  "pattern": "backend service",
  "path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/",
  "output_mode": "content",
  "-C": 2
}
Result 5 lines
<persisted-output>
Output 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

Preview (first 2KB):
agent_memory/meetings/town_hall/2023-09-29-engineering-town-hall.md-125-[00:32:58] maya_singh: Abso…
#8 Read /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 15,756 chars
Command Grep
{
  "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
}
Result 8 lines
Found 250 files limit: 250
agent_memory/email/internal/2023-10-27_nova_beta_weekly_status.md
agent_memory/email/internal/re_draft_rfc-012.md
agent_memory/email/internal/2023-11-03_check_in.md
agent_memory/email/internal/h2-product-strategy-and-nova.md
agent_memory/email/internal/core-platform-weekly-update-2023-07-14.md
agent_memory/email/internal/post_mortem_follow_up.md
agent_memory/email/intern…
#9 Edited agent_memory/projects/nova/initial-project-plan.md 35,917 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/projects/nova/initial-project-plan.md"
}
Result 14 lines
1	# Project Nova: Initial High-Level Plan & Timeline
2	
3	**Document ID:** f008
4	**Version:** 0.1 (Draft)
5	**Date:** 2023-07-06
6	**Author:** Sam Taylor (Engineering Project Coordinator)
7	**Status:** Provisional - Subject to change following further stakeholder input.
8	
9	***
10	
11	### Table of Contents
12	
13	1.  [Introduction](#introduction)
14	2.  [Project Goals & Scope](#project-goals--sc…
#11 Edited agent_memory/meetings/planning/2023-07-10_nova-architecture-whiteboard.md 38,971 chars
Command Read
{
  "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"
}
Result 11 lines
1	# Nova Architecture Brainstorm - Whiteboard Notes
2	
3	**Date:** 2023-07-10
4	**Attendees:** Alex Chen, Ben Carter, Fatima Ahmed
5	**Location:** Virtual Whiteboard ( Miro / Excalidraw link TBD - this is just a text dump for now)
6	
7	---
8	
9	## 1. Introduction & Goal Setting
10	
11	Okay team, let's capture some of what we discussed this morning for the Nova project. The main goal is to re-archi…
#13 Edited agent_memory/projects/nova/ga_release_checklist_backend.md 197 chars
Command Read
{
  "file_path": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/projects/nova/ga_release_checklist_backend.md"
}
Result 1 lines
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.
#14 Read /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 3,111 chars
Command Grep
{
  "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
}
Result 8 lines
Found 50 files limit: 50
agent_memory/email/internal/re_draft_rfc-012.md
agent_memory/email/internal/alert_ci_cd_failure_nova-worker.md
agent_memory/email/internal/prd_feedback_request_nova.md
agent_memory/email/internal/2023-12-19_all-eng-nova-ga-plan.md
agent_memory/email/internal/rfc-012-feedback-request.md
agent_memory/email/internal/approval_request_cx4815_hotfix_deploy.md
agent_memory/email/…
#15 Read agent_memory/email/internal/technical_retrospective_summary_nova_backend.md 381 chars
Command Grep
{
  "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
}
Result 12 lines
16-
17-[Omitted long context line]
18-
19:[Omitted long matching line]
20-
21-[Omitted long context line]
22-
--
32-
33-1.  **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:

[Showing results with pagination = limit: 10]
#16 Read agent_memory/projects/nova/initial-project-plan.md 2,358 chars
Command Grep
{
  "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
}
Result 5 lines
53-
54:*   Development of new core services (specifics TBD).
55-*   Refactoring or replacement of key existing services (e.g., the authentication service, the data ingestion pipeline).
--
117-| :------ | :-------------------------------------------------- | :--------------- | :---------------- | :-------------- | :--------------- | :------- | :------------------------------------------------------…
#17 Edited agent_memory/email/vendors/datadog-alert-nova-worker-memory.md 5,101 chars
Command Read
{
  "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
}
Result 12 lines
1	From: System Alerts <alerts@datadog.com>
2	To: Engineering On-Call <eng-oncall@example.com>
3	Cc: Leo Martinez <leo.martinez@example.com>, Alex Chen <alex.chen@example.com>
4	Date: Wed, 15 Nov 2023 14:03:00 -0500
5	Subject: [ALERT] High Memory Usage on nova-worker Cluster
6	
7	---
8	
9	**ALERT: High Memory Usage Detected**
10	
11	**Monitor:** `Nova Worker Memory Usage - Production`
12	**Status:*…
#19 Read /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_010/agent_memory/ 5,094 chars
Command Grep
{
  "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
}
Result 2 lines
/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-
agent_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 …
#20 Edited agent_memory/meetings/planning/2023-08-10-nova-dependency-mapping.md 20,492 chars
Command Read
{
  "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
}
Result 8 lines
1	# Project Nova: Infrastructure Dependency Mapping - Working Session Notes
2	
3	**Date:** 2023-08-10
4	**Attendees:** Alex Chen (AC), Fatima Ahmed (FA)
5	**Location:** Virtual (Zoom)
6	**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.
7	
8	## Ta…
#22 Reasoning 494 chars
The primary backend service for Project Nova is **`nova-worker`** (the Nova Worker Service).

It's described in `agent_memory/meetings/planning/2023-08-10-nova-dependency-mapping.md:55` as "the heart of Nova" — 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.
Answer
The primary backend service for Project Nova is **`nova-worker`** (the Nova Worker Service). It's described in `agent_memory/meetings/planning/2023-08-10-nova-dependency-mapping.md:55` as "the heart of Nova" — 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.
Judge: covers all asked facts
SMFS Won View raw JSON
Input
94k
Output
1
Steps
3
Tools
1
Latency
7.7s
Cost
$1.41
#2 Ran smfs grep "Project Nova primary backend service" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/smfs/dp_… 3,866 chars
Command Bash
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"
}
Result 7 lines
# supermemory semantic search — 10 results for "Project Nova primary backend service"
# searches by meaning across files in this container. usage:
#   grep "natural language query"          search all files
#   grep "query" path/to/dir/              search within directory
# output: <filepath>:<line_start>-<line_end>:<chunk> (chunk text is verbatim from the file)

/memory/reference/product-roadmap…
#3 Reasoning 219 chars
The primary backend service for Project Nova is **`nova-worker`** — a Go-based, highly concurrent microservice that handles event processing, state management, and inter-service orchestration, backed by PostgreSQL 14.2.
Answer
The primary backend service for Project Nova is **`nova-worker`** — a Go-based, highly concurrent microservice that handles event processing, state management, and inter-service orchestration, backed by PostgreSQL 14.2.
Judge: covers all asked facts