Project: workspace-doctolib · Branch: HEAD · Mode: ` · **Model:**claude-haiku-4-5-20251001`
Stats: 1 user messages, 46 tool calls, tools used: Bash, Glob, Grep, Read.
Conversation
Turn 1 — User
I need to understand how Datadog dashboards are managed in this codebase. Please search for:
- Infrastructure as code for Datadog dashboards (Terraform, YAML configs, JSON definitions, etc.)
- Any existing dashboard definitions or configurations, especially related to FIRE/TI/EHR
- Tools or scripts used to deploy/manage Datadog dashboards
- Any documentation about dashboard management practices
- Examples of dashboard definitions for similar monitoring needs
Focus on finding patterns and existing implementations that would help create or modify a Datadog dashboard for TI-related monitoring.
Turn 1 — Assistant
I'll help you search for Datadog dashboard management practices and implementations in this codebase. Let me start by exploring the structure and looking for relevant files.
Tools used:
Bash:find /Users/USER/workspace/doctolib -type f -name "*.tf" -o -name "*.yaml" -o -name "*.yml" -o -name "*.json" | head -20
Tools used:
Bash:ls -la /Users/USER/workspace/doctolib/
Tool results:
→ result (ok): drwxr-xr-x clertonra staff 800 B Tue Feb 10 15:23:06 2026 . drwxr-xr-x clertonra staff 288 B Mon Jun 2 14:10:14 2025 .. drwxr-xr-x clertonra staff 96 B Tue Feb 10 15:23:14 2026 .claude .rw-r--r-- clertonra staff 16 KB Wed Feb 4 08:58:59 2026 .DS_Store drwxr-xr-x clertonra staff 3.8 KB Wed Jan 28 14:11:31 2026 actions drwxr-xr-x clertonra staff 3.1 KB Mon Jan 12 16:59:46 2026 billeo-engine drwxr-xr-x clertonra staff 256 B Tue Sep 17 10:36:50 2024 c3-rest-api-guidelines drwxr-xr-x clertonr …(truncated, 1426 more chars)
Tools used:
Bash:find /Users/USER/workspace/doctolib -type d -name "*datadog*" -o -type d -name "*dashboard*" -o -type d -name "*monitoring*"
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/.slim-lint.yml /Users/USER/workspace/doctolib/doctolib/.rubocop_todo.yml /Users/USER/workspace/doctolib/doctolib/sorbet/tapioca/config.yml /Users/USER/workspace/doctolib/doctolib/nx.json /Users/USER/workspace/doctolib/doctolib/docker/build_test/sync-gateway/config.json /Users/USER/workspace/doctolib/doctolib/docker/build_test/sync-gateway/billeo-db.json /Users/USER/workspace/doctolib/doctolib/docker/specmatic/openapi_specs/siilo-keystorage/openapi_examples …(truncated, 1689 more chars)
Tool results:
→ result (ok): <persisted-output> Output too large (36.5KB). Full output saved to: /Users/USER/.claude/projects/-Users-clertonra-workspace-doctolib/92f43749-6f1d-4695-9bb1-0c0cf53185a6/tool-results/toolu_01JM49eHHXJmSJSaN1LqXbZB.txt
Preview (first 2KB): /Users/USER/workspace/doctolib/doctolib/app/views/configuration/dashboards /Users/USER/workspace/doctolib/doctolib/app/assets/javascripts/static/rum-datadog /Users/USER/workspace/doctolib/doctolib/app/assets/javascripts/services/datadog /Users/USER/workspace/d …(truncated, 1620 more chars)
Great! I can see there are several relevant directories. Let me continue exploring the structure to find dashboard and monitoring-related code.
Tools used:
Glob:**/datadog*.tfin/Users/USER/workspace/doctolib
Tools used:
Glob:**/dashboard*.tfin/Users/USER/workspace/doctolib
Tools used:
Glob:**/*dashboard*.rbin/Users/USER/workspace/doctolib/doctolib
Tools used:
Bash:find /Users/USER/workspace/doctolib -type f -path "*terraform*" -name "*.tf" | head -20
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/app/components/react/configuration/dashboards.rb /Users/USER/workspace/doctolib/doctolib/app/components/react/payouts_dashboard.rb /Users/USER/workspace/doctolib/doctolib/app/controllers/configuration/dashboards_controller.rb /Users/USER/workspace/doctolib/doctolib/app/policies/v2/configuration/dashboard_policy.rb /Users/USER/workspace/doctolib/doctolib/engines/appointment_variable_pricing/app/controllers/appointment_variable_pricing/appointments_dashboard …(truncated, 6213 more chars)
Tool results:
→ result (ERROR): Ripgrep search timed out after 20 seconds. The search may have matched files but did not complete in time. Try searching a more specific path or pattern.
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Let me now look for Terraform files more specifically:
Tools used:
Bash:find /Users/USER/workspace -maxdepth 3 -type f -name "*.tf" 2>/dev/null | head -30
Tools used:
Bash:ls -la /Users/USER/workspace/terraform-infra/
Tools used:
Bash:grep -r "datadog_dashboard" /Users/USER/workspace/doctolib --include="*.tf" 2>/dev/null | head -10
Tool results:
→ result (ERROR): Permission for this tool use was denied. The tool use was rejected (eg. if it was a file edit, the new_string was NOT written to the file). Try a different approach or report the limitation to complete your task.
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Let me try a different approach to search for Datadog-related code:
Tools used:
Grep:datadog_dashboard|dashboard.*datadogin/Users/USER/workspace/doctolib
Tools used:
Grep:Datadog|datadogin/Users/USER/workspace/doctolib/doctolib/app/assets/javascripts/services/datadog
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/app/assets/javascripts/services
Tool results:
→ result (ERROR): EISDIR: illegal operation on a directory, read
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Let me try with a more focused approach:
Tools used:
Bash:ls -la /Users/USER/workspace/doctolib/doctolib/app/assets/javascripts/services/datadog/ 2>/dev/null
Tool results:
→ result (ok): drwxr-xr-x clertonra staff 192 B Tue Jan 27 11:23:23 2026 . drwxr-xr-x clertonra staff 1.7 KB Wed Jan 28 11:11:47 2026 .. .rw-r--r-- clertonra staff 23 B Tue Jan 27 11:23:23 2026 CODEOWNERS.local drwxr-xr-x clertonra staff 128 B Thu Jan 15 13:18:49 2026 doctor drwxr-xr-x clertonra staff 96 B Thu Jan 15 13:18:49 2026 patient .rw-r--r-- clertonra staff 1.1 KB Thu Jan 15 13:18:49 2026 useManualRumView.ts
Tools used:
Bash:ls -la /Users/USER/workspace/doctolib/doctolib/app/views/configuration/dashboards/ 2>/dev/null
Tool results:
→ result (ok): drwxr-xr-x clertonra staff 128 B Wed Dec 17 16:18:19 2025 . drwxr-xr-x clertonra staff 2.4 KB Mon Feb 9 13:40:10 2026 .. .rw-r--r-- clertonra staff 18 B Wed Dec 17 16:18:19 2025 CODEOWNERS.local .rw-r--r-- clertonra staff 52 B Wed Dec 17 16:18:19 2025 show.html.slim
Tools used:
Bash:find /Users/USER/workspace/doctolib -type f \( -name "*.tf" -o -name "*.hcl" \) 2>/dev/null | head -5
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/outputs.tf /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/locals.tf /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/variables.tf /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/backend.tf /Users/USER/workspace/doctolib/doctolib/tmp/terraform-infra/ter …(truncated, 44 more chars)
Excellent! I found the Terraform observability configuration. Let me explore those files:
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/observability/terraform
Tool results:
→ result (ERROR): EISDIR: illegal operation on a directory, read
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib/observability/terraform -type f -name "*.tf" | head -30
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/outputs.tf /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/locals.tf /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/variables.tf /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/backend.tf
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib/observability -type f \( -name "*.tf" -o -name "*.json" -o -name "*.yaml" \) | xargs ls -la 2>/dev/null | head -40
Tool results:
→ result (ok): -rw-r--r--@ 1 clertonra staff 186 Dec 17 16:18 /Users/USER/workspace/doctolib/doctolib/observability/observability-defaults.yaml -rw-r--r--@ 1 clertonra staff 84907 Feb 9 13:40 /Users/USER/workspace/doctolib/doctolib/observability/observability.yaml -rw-r--r--@ 1 clertonra staff 158 Dec 17 16:18 /Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/backend.tf -rw-r--r--@ 1 clertonra staff 92 Dec 17 16:18 /Users/USER/workspace/doctolib/d …(truncated, 397 more chars)
Perfect! Let me examine these observability files:
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/observability/observability.yaml(1–100)
Tool results:
→ result (ok): 1→# Auto-generated file - DO NOT EDIT MANUALLY 2→# Generated from engine entity.datadog.yaml files and observability defaults 3→# To regenerate: ruby .github/scripts/observability_metadata_generator.rb 4→ 5→aati: 6→ tier: 0 7→ capability: to-be-defined 8→ owner: moose 9→ alert_recipients: 10→ slack: 11→ - team_ehr_moose_alerts 12→ slo: 13→ 5xx: 14→ enable: true 15→ target: 99.9 16→ p90_latency: 1 …(truncated, 2457 more chars)
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/observability/terraform/workspaces/monolith-observability/locals.tf
Tool results:
→ result (ok): 1→locals { 2→ observability = yamldecode(file("${path.module}/../../../observability.yaml")) 3→} 4→
<system-reminder> Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior. </system-reminder>
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/observability/observability-defaults.yaml
Tool results:
→ result (ok): 1→slo: 2→ 5xx: 3→ enable: true 4→ target: 99.9 5→ p90_latency: 6→ enable: true 7→ target: 99.9 8→ threshold_s: 0.3 9→ p50_latency: 10→ enable: true 11→ target: 99.9 12→ threshold_s: 0.1 13→
<system-reminder> Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You …(truncated, 111 more chars)
Great! Now let me search for more specific dashboard and monitoring implementations:
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/app/controllers/configuration/dashboards_controller.rb
Tool results:
→ result (ok): 1→# frozen_string_literal: true 2→ 3→class Configuration::DashboardsController < Configuration::ApplicationController 4→ include AccessibleLinksHelper 5→ 6→ self.allow_organization_access_through_units = true 7→ skip_before_action :require_current_organization 8→ before_action :ensure_current_organization 9→ after_action :verify_authorized 10→ 11→ authorized_user_types :doctor, :impersonated_doctor, :staff, :telesecretary, enforce: true 1 …(truncated, 2583 more chars)
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/app/components/react/configuration/dashboards.rb
Tool results:
→ result (ok): 1→# frozen_string_literal: true 2→ 3→class React::Configuration::Dashboards < React::Component 4→ self.selector = '.js-dl-configuration-dashboards' 5→end 6→
<system-reminder> Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavio …(truncated, 21 more chars)
Tools used:
Bash:find /Users/USER/workspace/doctolib -path "*/engines/trader_identity*" -name "*.rb" | grep -i dashboard
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/engines/trader_identity/app/controllers/trader_identity/admin/trader_identity_dashboard_controller.rb /Users/USER/workspace/doctolib/doctolib/engines/trader_identity/test/test_utils/helpers/helper/trader_identity/page_objects/dashboard_modal_page_object.rb /Users/USER/workspace/doctolib/doctolib/engines/trader_identity/test/test_utils/helpers/helper/trader_identity/page_objects/dashboard_page_object.rb /Users/USER/workspace/doctolib/TIGAH-2492_mobile_uploa …(truncated, 1664 more chars)
Now let me search for more Datadog-related monitoring and dashboard code:
Tools used:
Bash:grep -r "datadog" /Users/USER/workspace/doctolib/doctolib --include="*.rb" -l | head -20
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib -path "*/external_sync_api*" -name "*monitoring*" -type f
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib -name "entity.datadog.yaml" 2>/dev/null | head -10
Tool results:
→ result (ok)
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/engines/availabilities/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/patient_bases/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/doctowebsite/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/e_prescription/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/controllers_foundation/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/one_kyc/entity.datadog.yaml /Use …(truncated, 351 more chars)
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/app/models/endpoint.rb /Users/USER/workspace/doctolib/doctolib/app/jobs/application_preference/process_deployment_gate_evaluation_job.rb /Users/USER/workspace/doctolib/doctolib/app/controllers/endpoints/disables_controller.rb /Users/USER/workspace/doctolib/doctolib/app/controllers/admin/debug_pages/models_controller.rb /Users/USER/workspace/doctolib/doctolib/app/controllers/concerns/content_security_policy.rb /Users/USER/workspace/doctolib/doctolib/app/con …(truncated, 1178 more chars)
Excellent! Let me look at these entity.datadog.yaml files to understand the pattern:
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/engines/availabilities/entity.datadog.yaml
Tool results:
→ result (ok): 1→apiVersion: v3 2→kind: service 3→metadata: 4→ name: monolith/availabilities 5→ inheritFrom: system:monolith 6→ owner: ava 7→ tags: 8→ - domain:to-be-defined 9→ - product-category:to-be-defined 10→ - capability:to-be-defined 11→ links: 12→ - name: README 13→ type: doc 14→ url: https://github.com/doctolib/doctolib/blob/master/engines/availabilities/README.md 15→spec: 16→ componentOf: 17→ - syst …(truncated, 968 more chars)
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/config/initializers/datadog.rb
Tool results:
→ result (ok): 1→# frozen_string_literal: true 2→ 3→return if !defined?(Datadog) 4→ 5→require 'httpx/adapters/datadog' 6→ 7→Doctolib::Datadog.configure do |config| 8→ config.prefix = 'monolith' 9→ config.keep_if.rules = [->(, status) { status >= 500 }, ->(request, ) { request.host.start_with?('api') }].freeze 10→ 11→ config.datadog.configuration = ->(config) do 12→ config.service = "#{Doctolib::Datadog.config.prefix}/unknown" 13→ 14→ config …(truncated, 4227 more chars)
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib -name "entity.datadog.yaml" | grep -i "trader_identity\|fire\|ehr" | head -10
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/engines/ehr_paper_forms/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/trader_identity/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/ehr_rich_texts/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/financial_os_ehr_info_in_bms/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/ehr_observations/entity.datadog.yaml /Users/USER/workspace/doctolib/doctolib/engines/ehr_service_prescri …(truncated, 386 more chars)
Perfect! Now let me look at the trader_identity entity.datadog.yaml file and search for more monitoring/dashboard patterns:
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/engines/trader_identity/entity.datadog.yaml
Tool results:
→ result (ok): 1→apiVersion: v3 2→kind: service 3→metadata: 4→ name: monolith/trader_identity 5→ inheritFrom: system:monolith 6→ owner: pika 7→ tags: 8→ - domain:bp 9→ - product-category:internal 10→ - capability:to-be-defined 11→ links: 12→ - name: README 13→ type: doc 14→ url: https://github.com/doctolib/doctolib/blob/master/engines/trader_identity/README.md 15→ contacts: 16→ - name: pika 17→ type: sla …(truncated, 606 more chars)
Tools used:
Bash:grep -r "trader_identity" /Users/USER/workspace/doctolib/doctolib/observability.yaml | head -20
Tool results:
→ result (ok): grep: /Users/USER/workspace/doctolib/doctolib/observability.yaml: No such file or directory
Tools used:
Bash:grep -A 20 "trader_identity:" /Users/USER/workspace/doctolib/doctolib/observability.yaml | head -30
Tool results:
→ result (ok): grep: /Users/USER/workspace/doctolib/doctolib/observability.yaml: No such file or directory
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/observability/observability.yaml(1–51)
Tool results:
→ result (ok): 1→# Auto-generated file - DO NOT EDIT MANUALLY 2→# Generated from engine entity.datadog.yaml files and observability defaults 3→# To regenerate: ruby .github/scripts/observability_metadata_generator.rb 4→ 5→aati: 6→ tier: 0 7→ capability: to-be-defined 8→ owner: moose 9→ alert_recipients: 10→ slack: 11→ - team_ehr_moose_alerts 12→ slo: 13→ 5xx: 14→ enable: true 15→ target: 99.9 16→ p90_latency: 1 …(truncated, 1185 more chars)
Tools used:
Bash:sed -n '/^trader_identity:/,/^[a-z_]*:/p' /Users/USER/workspace/doctolib/doctolib/observability/observability.yaml | head -30
Tools used:
Bash:cat /Users/USER/workspace/doctolib/doctolib/.github/scripts/observability_metadata_generator.rb | head -100
Tool results:
→ result (ok): trader_identity: tier: 1 capability: to-be-defined owner: pika alert_recipients: slack: - pika-notif slo: 5xx: enable: true target: 99 p90_latency: enable: true target: 99.5 threshold_s: 5 exclude_resource_names: - traderidentity::admin::traderidentitiescontroller_index - traderidentity::currentaccount::traderidentitycontroller_update p50_latency: enable: true target: 99.5 threshold_s: 3 e …(truncated, 183 more chars)
Tool results:
→ result (ok): #!/usr/bin/env ruby
frozen_string_literal: true
Standalone script to generate observability metadata for all engines
Can be run in CI or locally without Rails environment
require 'bundler/setup' require 'yaml' require 'fileutils' require_relative 'observability_config_validator'
Generator class for observability metadata
class ObservabilityMetadataGenerator OUTPUT_FILE = 'observability/observability.yaml' DEFAULTS_FILE = 'observability/observability-defaults.yaml'
def initializ …(truncated, 2462 more chars)
Now let me search for Terraform dashboard management and any scripts that manage Datadog dashboards:
Tools used:
Bash:find /Users/USER/workspace -maxdepth 5 -type d -name "datadog" 2>/dev/null
Tools used:
Bash:find /Users/USER/workspace/terraform-infra -type f -name "*.tf" 2>/dev/null | head -20
Tools used:
Bash:ls -la /Users/USER/workspace/terraform-infra/
Tool results:
→ result (ok)
Tool results:
→ result (ERROR): Exit code 2 lsd: /Users/USER/workspace/terraform-infra/: No such file or directory (os error 2).
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib -path "*.github/scripts*" -name "*.rb" | grep -i "datadog\|observ" | head -10
Tools used:
Bash:ls /Users/USER/workspace/doctolib/doctolib/.github/scripts/ | grep -i datadog
Tool results:
→ result (ok)
Tools used:
Read:/Users/USER/workspace/doctolib/doctolib/.github/scripts/observability_metadata_generator.rb(1–150)
Tool results:
→ result (ok): 1→#!/usr/bin/env ruby 2→# frozen_string_literal: true 3→ 4→# Standalone script to generate observability metadata for all engines 5→# Can be run in CI or locally without Rails environment 6→ 7→require 'bundler/setup' 8→require 'yaml' 9→require 'fileutils' 10→require_relative 'observability_config_validator' 11→ 12→# Generator class for observability metadata 13→class ObservabilityMetadataGenerator 14→ OUTPUT_FILE = 'observability/obser …(truncated, 5408 more chars)
Tool results:
→ result (ok): /Users/USER/workspace/doctolib/doctolib/.github/scripts/observability_config_validator.rb /Users/USER/workspace/doctolib/doctolib/.github/scripts/observability_metadata_generator.rb
Now let me search for actual Datadog dashboard creation code and Terraform:
Tools used:
Bash:find /Users/USER/workspace/doctolib/doctolib -name "*.rb" -type f -exec grep -l "dashboard" {} \; | grep -i "datadog\|monitor\|observ" | head -10
Tools used:
Bash:find /Users/USER/workspace -name "*dashboard*.json" -o -name "*monitor*.json" 2>/dev/null | head -10
Tools used:
Bash:grep -r "dashboard" /Users/USER/workspace/doctolib/doctolib/.github/scripts --include="*.rb" -l
Tool results:
→ result (ERROR): Permission for this tool use was denied. The tool use was rejected (eg. if it was a file edit, the new_string was NOT written to the file). Try a different approach or report the limitation to complete your task.
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>
Tool results:
→ result (ERROR): <tool_use_error>Sibling tool call errored</tool_use_error>