tool

• id: 2121
  tools_id: AOAT-002121
  tools_url: https://github.com/merico-dev/lake
  tools_name: DevLake
  publish_date:
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 2121
  badge_id: 3
  is_active: 1
  created_at: 2025-07-19T09:09:05.686616
  value: 1
  id: 811
  updated_at: 2025-07-27T08:11:45.309133
  

---

• tool_id: 2121
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:50.291939
  value: 1
  id: 4283
  updated_at: 2025-07-27T08:11:45.309133
  

---

images

• image_id: 65750
  tool_id: 2121
  image_url: https://ageofai.tools/wp-content/uploads/fullsc/fullsc-2121-DbGda.png
  image_type: homefullsc
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-10T09:40:09.07938
  updated_at: 2025-08-10T09:40:09.07938
  

---

• image_id: 6519
  tool_id: 2121
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-002121-logo.png
  image_type: logo
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 71380
  tool_id: 2121
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-2121-sc-umkNr.png
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-08-13T01:28:07.195845
  updated_at: 2025-08-13T01:28:07.195845
  

---

all_pricing_models

• pricing_model_id: 9
  pricing_model_name: Hybrid Models
  is_active:
  sort: 0
  

---

• pricing_model_id: 10
  pricing_model_name: Deprecated/Legacy
  is_active:
  sort: 0
  

---

• pricing_model_id: 1
  pricing_model_name: Free
  is_active: 1
  sort: 1
  

---

• pricing_model_id: 2
  pricing_model_name: Freemium
  is_active: 1
  sort: 2
  

---

• pricing_model_id: 12
  pricing_model_name: Free Trial
  is_active: 1
  sort: 3
  

---

• pricing_model_id: 3
  pricing_model_name: Subscription
  is_active: 1
  sort: 6
  

---

• pricing_model_id: 4
  pricing_model_name: Pay-As-You-Go (PAYG)
  is_active: 1
  sort: 4
  

---

• pricing_model_id: 5
  pricing_model_name: One-Time Purchase
  is_active: 1
  sort: 7
  

---

• pricing_model_id: 6
  pricing_model_name: Credit or Token-Based
  is_active: 1
  sort: 5
  

---

• pricing_model_id: 7
  pricing_model_name: Custom Pricing
  is_active: 1
  sort: 8
  

---

• pricing_model_id: 8
  pricing_model_name: Performance-Based
  is_active: 1
  sort: 9
  

---

• pricing_model_id: 11
  pricing_model_name: Miscellaneous
  is_active: 1
  sort: 10
  

---

active_pricing_model_names

ratings

• rating_id: 63479
  tool_id: 2121
  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-08-10T15:48:36.526873
  is_active: 1
  updated_at: 2025-08-19T16:38:55.217612
  

---

• rating_id: 2121
  tool_id: 2121
  source_id: 3
  score: 0
  weight:
  comment:
  created_at: 2025-06-28T07:49:38.28653
  is_active: 1
  updated_at: 2025-08-19T16:38:55.217612
  

---

seo

• seo_id: 2121
  tool_id: 2121
  title: DevLake: Your Open Source Data Analysis Dashboard
  tldr:
  short_description: Streamline development with DevLake! Analyze tool data & visualize insights for faster workflows. Free and open source.
  introduction_title: API AI, Automation, Machine Learning Developer Tools: Streamline Your Workflow with DevLake
  introduction_body: API AI, automation, machine learning, developer tools, version control – these are all crucial elements in today's development landscape. DevLake simplifies this complexity by analyzing and visualizing the data from your various tools, delivering a personalized dashboard that brings essential information to the forefront. This free and open-source platform empowers developers to understand their workflows better, leading to increased efficiency and reduced operational overhead. By consolidating insights from different sources, DevLake eliminates the need to juggle multiple interfaces and streamlines your development process.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 2121
  network_id: 9
  social_media_url: https://github.com/merico-dev/lake
  is_active: 1
  created_at: 2025-07-01T18:37:04.409475
  id: 2980
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 2121
  tag_id: 38
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 8402
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2121
  tag_id: 17
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 8403
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2121
  tag_id: 11
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 8404
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2121
  tag_id: 110
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 8405
  updated_at: 2025-07-27T08:14:35.369098
  

---

• tool_id: 2121
  tag_id: 76
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 8406
  updated_at: 2025-07-27T08:14:35.369098
  

---

toolsets

• tool_id: 2121
  toolset_id: 12
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 22166
  updated_at: 2025-08-11T06:34:32.653507
  

---

• tool_id: 2121
  toolset_id: 18
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 22167
  updated_at: 2025-08-11T06:34:32.653507
  

---

• tool_id: 2121
  toolset_id: 17
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 22168
  updated_at: 2025-08-11T06:34:32.653507
  

---

• tool_id: 2121
  toolset_id: 18
  weight: 1
  is_active: 1
  created_at: 2025-08-11T06:34:44.774116
  id: 140137
  updated_at: 2025-08-11T10:04:29.986
  

---

• tool_id: 2121
  toolset_id: 17
  weight: 2
  is_active: 1
  created_at: 2025-08-11T06:34:45.217992
  id: 140138
  updated_at: 2025-08-11T10:04:29.986
  

---

• tool_id: 2121
  toolset_id: 15
  weight: 3
  is_active: 1
  created_at: 2025-08-11T06:34:45.656246
  id: 140139
  updated_at: 2025-08-11T10:04:29.986
  

---

• tool_id: 2121
  toolset_id: 13
  weight: 4
  is_active: 1
  created_at: 2025-08-11T06:34:46.096238
  id: 140140
  updated_at: 2025-08-11T10:04:29.986
  

---

jobs

• tool_id: 2121
  job_id: 4
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 51955
  updated_at: 2025-08-11T04:41:31.070448
  

---

• tool_id: 2121
  job_id: 21
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 51956
  updated_at: 2025-08-11T04:41:31.070448
  

---

• tool_id: 2121
  job_id: 27
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 51957
  updated_at: 2025-08-11T04:41:31.070448
  

---

• tool_id: 2121
  job_id: 12
  weight: 1
  is_active: 1
  created_at: 2025-08-11T04:41:47.50699
  id: 273141
  updated_at: 2025-08-11T08:11:29.336
  

---

• tool_id: 2121
  job_id: 20
  weight: 2
  is_active: 1
  created_at: 2025-08-11T04:41:47.977959
  id: 273142
  updated_at: 2025-08-11T08:11:29.336
  

---

• tool_id: 2121
  job_id: 7
  weight: 3
  is_active: 1
  created_at: 2025-08-11T04:41:48.457638
  id: 273143
  updated_at: 2025-08-11T08:11:29.336
  

---

• tool_id: 2121
  job_id: 27
  weight: 4
  is_active: 1
  created_at: 2025-08-11T04:41:48.929794
  id: 273144
  updated_at: 2025-08-11T08:11:29.336
  

---

platforms

• tool_id: 2121
  platform_id: 1
  priority: 1
  platform_url: https://github.com/merico-dev/lake
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 2120
  updated_at: 2025-08-15T03:31:01.015
  

---

• tool_id: 2121
  platform_id: 16
  priority: 1
  platform_url: https://github.com/merico-dev/lake
  is_active: 1
  created_at: 2025-08-15T00:01:03.150935
  id: 31690
  updated_at: 2025-08-16T14:44:36.619389
  

---

score_log

• log_id: 198818
  tool_id: 2121
  final_score: 0
  logged_at: 2025-08-19T16:46:03.853305
  change_reason: Updated function to include zero scores - recalculating all tools | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 0.000000000 (w=58.000) | Base Score: 0.000 | Final: 0.000
  final_score_2: 0
  

---

• log_id: 179871
  tool_id: 2121
  final_score: 4.49
  logged_at: 2025-08-19T16:20:53.067949
  change_reason: rating_sources changed | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.999990000 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.491006018
  

---

• log_id: 164326
  tool_id: 2121
  final_score: 4.5
  logged_at: 2025-08-19T16:20:25.813463
  change_reason: rating_sources changed | Coverage: 10.2% | Penalty: 0.8999
  triggered_by: System
  source_summary: Similar web Raiting: 4.999990000 (w=59.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4996360007
  

---

• log_id: 147326
  tool_id: 2121
  final_score: 4.49
  logged_at: 2025-08-12T06:15:25.263278
  change_reason: Rating source weights updated | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.999990000 (w=58.000) | Base Score: 5.000 | Final: 4.491
  final_score_2: 4.491006018
  

---

• log_id: 127838
  tool_id: 2121
  final_score: 4.5
  logged_at: 2025-08-11T16:36:22.187859
  change_reason: Applied precise penalty formula - Similar Web = 4.5 | Coverage: 10.2% | Penalty: 0.9000
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 4.500
  final_score_2: 4.4998260003
  

---

• log_id: 116705
  tool_id: 2121
  final_score: 3.88
  logged_at: 2025-08-11T16:32:06.680827
  change_reason: Applied milder penalty formula - v2 | Coverage: 10.2% | Penalty: 0.776
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 3.878
  final_score_2: 3.8775422449
  

---

• log_id: 105572
  tool_id: 2121
  final_score: 2.76
  logged_at: 2025-08-11T16:28:07.06408
  change_reason: Applied new fair penalty system | Coverage: 10.2% | Penalty: 0.551
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.999990000 (w=49.000) | Base Score: 5.000 | Final: 2.755
  final_score_2: 2.7550994898
  

---

• log_id: 94439
  tool_id: 2121
  final_score: 5
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=49.000)
  final_score_2: 4.99999
  

---

• log_id: 66750
  tool_id: 2121
  final_score: 0.51
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=5.00)
  final_score_2: 0.5102030612
  

---

• log_id: 63177
  tool_id: 2121
  final_score: 5
  logged_at: 2025-08-11T08:59:06.780515
  change_reason: full recompute
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.999990000 (w=1.0000)
  final_score_2: 4.99999
  

---

• log_id: 60919
  tool_id: 2121
  final_score: 2.5
  logged_at: 2025-08-10T15:48:36.526873
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 0.000000000 (weight: 1.0000), Similar web Raiting: 4.999990000 (weight: 1.0000)
  final_score_2: 2.499995
  

---

• log_id: 31644
  tool_id: 2121
  final_score: 0
  logged_at: 2025-06-28T07:38:11.151992
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 0.000000000 (weight: 1.0000)
  final_score_2: 0
  

---

last_update

• tool_id: 2121
  last_update: 2025-08-13T01:28:07.195845
  

---