Signal AtlasHot Tool Tracker
Admin Login
Back to evidenceBack to tool detailBack to rankingsBack to home

Signal Detail

opik

This is a raw crawl record from GitHub, currently mapped to #2 on the Newcomers board.

GitHubNEWJul 31, 13:11

Record Summary

Newcomers #2

github+hackernews+rss

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. Current movement: NEW. Note: "First time on the board".

Score90
Confidence78%
Surge+21%
Captured atJul 31, 13:11
GitHubevaluationhacktoberfest
Current tool mapping
Captured nameopik

This is the name captured in the original signal at crawl time.

Current display nameopik

The system default name is still in use.

Current websitecomet.com

The system default website is still in use.

Current categoryAI Coding

The system default category is still in use.

Open tool research page
Source snapshot
GitHubopik
github.com

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Author / PublisherNot recorded
Published atWaiting for sync
GitHub Repo
Page snapshot
GitHubGitHub - comet-ml/opik: Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Fetched

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. - comet-ml/opik

Fetched atOct 16, 08:32
Published atWaiting for sync
Domaingithub.com
HTTP status200
AuthorNot recorded
Cache statusFresh cache
This crawl record has already generated a matching evidence card on the tool detail page, so you can jump straight back to it.
Jump to tool evidenceOpen canonical URL
Structured fields
Aggregated Source Count1

Raw Payload

Raw crawl payload

{
  "entity_key": "comet.com",
  "source_count": 1,
  "providers": [
    {
      "provider_name": "github",
      "slug": "tool-comet-com",
      "external_id": "638951438",
      "external_url": "https://github.com/comet-ml/opik",
      "metric_value": 363,
      "payload": {
        "providers": [
          {
            "provider_name": "github"
          }
        ],
        "fallback_provider": "github",
        "fallback_captured_at": "2026-07-31T12:10:36.416845+00:00",
        "fallback_age_hours": 1,
        "original_payload": {
          "entity_key": "comet.com",
          "source_count": 1,
          "providers": [
            {
              "provider_name": "github",
              "slug": "github-comet-ml-opik",
              "external_id": "638951438",
              "external_url": "https://github.com/comet-ml/opik",
              "metric_value": 26600,
              "payload": {
                "id": 638951438,
                "node_id": "R_kgDOJhWgDg",
                "name": "opik",
                "full_name": "comet-ml/opik",
                "private": false,
                "owner": {
                  "login": "comet-ml",
                  "id": 31487821,
                  "node_id": "MDEyOk9yZ2FuaXphdGlvbjMxNDg3ODIx",
                  "avatar_url": "https://avatars.githubusercontent.com/u/31487821?v=4",
                  "gravatar_id": "",
                  "url": "https://api.github.com/users/comet-ml",
                  "html_url": "https://github.com/comet-ml",
                  "followers_url": "https://api.github.com/users/comet-ml/followers",
                  "following_url": "https://api.github.com/users/comet-ml/following{/other_user}",
                  "gists_url": "https://api.github.com/users/comet-ml/gists{/gist_id}",
                  "starred_url": "https://api.github.com/users/comet-ml/starred{/owner}{/repo}",
                  "subscriptions_url": "https://api.github.com/users/comet-ml/subscriptions",
                  "organizations_url": "https://api.github.com/users/comet-ml/orgs",
                  "repos_url": "https://api.github.com/users/comet-ml/repos",
                  "events_url": "https://api.github.com/users/comet-ml/events{/privacy}",
                  "received_events_url": "https://api.github.com/users/comet-ml/received_events",
                  "type": "Organization",
                  "user_view_type": "public",
                  "site_admin": false
                },
                "html_url": "https://github.com/comet-ml/opik",
                "description": "Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.",
                "fork": false,
                "url": "https://api.github.com/repos/comet-ml/opik",
                "forks_url": "https://api.github.com/repos/comet-ml/opik/forks",
                "keys_url": "https://api.github.com/repos/comet-ml/opik/keys{/key_id}",
                "collaborators_url": "https://api.github.com/repos/comet-ml/opik/collaborators{/collaborator}",
                "teams_url": "https://api.github.com/repos/comet-ml/opik/teams",
                "hooks_url": "https://api.github.com/repos/comet-ml/opik/hooks",
                "issue_events_url": "https://api.github.com/repos/comet-ml/opik/issues/events{/number}",
                "events_url": "https://api.github.com/repos/comet-ml/opik/events",
                "assignees_url": "https://api.github.com/repos/comet-ml/opik/assignees{/user}",
                "branches_url": "https://api.github.com/repos/comet-ml/opik/branches{/branch}",
                "tags_url": "https://api.github.com/repos/comet-ml/opik/tags",
                "blobs_url": "https://api.github.com/repos/comet-ml/opik/git/blobs{/sha}",
                "git_tags_url": "https://api.github.com/repos/comet-ml/opik/git/tags{/sha}",
                "git_refs_url": "https://api.github.com/repos/comet-ml/opik/git/refs{/sha}",
                "trees_url": "https://api.github.com/repos/comet-ml/opik/git/trees{/sha}",
                "statuses_url": "https://api.github.com/repos/comet-ml/opik/statuses/{sha}",
                "languages_url": "https://api.github.com/repos/comet-ml/opik/languages",
                "stargazers_url": "https://api.github.com/repos/comet-ml/opik/stargazers",
                "contributors_url": "https://api.github.com/repos/comet-ml/opik/contributors",
                "subscribers_url": "https://api.github.com/repos/comet-ml/opik/subscribers",
                "subscription_url": "https://api.github.com/repos/comet-ml/opik/subscription",
                "commits_url": "https://api.github.com/repos/comet-ml/opik/commits{/sha}",
                "git_commits_url": "https://api.github.com/repos/comet-ml/opik/git/commits{/sha}",
                "comments_url": "https://api.github.com/repos/comet-ml/opik/comments{/number}",
                "issue_comment_url": "https://api.github.com/repos/comet-ml/opik/issues/comments{/number}",
                "contents_url": "https://api.github.com/repos/comet-ml/opik/contents/{+path}",
                "compare_url": "https://api.github.com/repos/comet-ml/opik/compare/{base}...{head}",
                "merges_url": "https://api.github.com/repos/comet-ml/opik/merges",
                "archive_url": "https://api.github.com/repos/comet-ml/opik/{archive_format}{/ref}",
                "downloads_url": "https://api.github.com/repos/comet-ml/opik/downloads",
                "issues_url": "https://api.github.com/repos/comet-ml/opik/issues{/number}",
                "pulls_url": "https://api.github.com/repos/comet-ml/opik/pulls{/number}",
                "milestones_url": "https://api.github.com/repos/comet-ml/opik/milestones{/number}",
                "notifications_url": "https://api.github.com/repos/comet-ml/opik/notifications{?since,all,participating}",
                "labels_url": "https://api.github.com/repos/comet-ml/opik/labels{/name}",
                "releases_url": "https://api.github.com/repos/comet-ml/opik/releases{/id}",
                "deployments_url": "https://api.github.com/repos/comet-ml/opik/deployments",
                "created_at": "2023-05-10T12:57:13Z",
                "updated_at": "2026-07-31T12:09:52Z",
                "pushed_at": "2026-07-31T12:09:37Z",
                "git_url": "git://github.com/comet-ml/opik.git",
                "ssh_url": "git@github.com:comet-ml/opik.git",
                "clone_url": "https://github.com/comet-ml/opik.git",
                "svn_url": "https://github.com/comet-ml/opik",
                "homepage": "https://www.comet.com/docs/opik/",
                "size": 699374,
                "stargazers_count": 21001,
                "watchers_count": 21001,
                "language": "Python",
                "has_issues": true,
                "has_projects": true,
                "has_downloads": false,
                "has_wiki": false,
                "has_pages": true,
                "has_discussions": false,
                "forks_count": 1654,
                "mirror_url": null,
                "archived": false,
                "disabled": false,
                "open_issues_count": 162,
                "license": {
                  "key": "apache-2.0",
                  "name": "Apache License 2.0",
                  "spdx_id": "Apache-2.0",
                  "url": "https://api.github.com/licenses/apache-2.0",
                  "node_id": "MDc6TGljZW5zZTI="
                },
                "allow_forking": true,
                "is_template": false,
                "web_commit_signoff_required": false,
                "has_pull_requests": true,
                "pull_request_creation_policy": "all",
                "topics": [
                  "evaluation",
                  "hacktoberfest",
                  "hacktoberfest2025",
                  "langchain",
                  "llama-index",
                  "llm",
                  "llm-evaluation",
                  "llm-observability",
                  "llmops",
                  "open-source",
                  "openai",
                  "playground",
                  "prompt-engineering"
                ],
                "visibility": "public",
                "forks": 1654,
                "open_issues": 162,
                "watchers": 21001,
                "default_branch": "main",
                "temp_clone_token": null,
                "custom_properties": {},
                "organization": {
                  "login": "comet-ml",
                  "id": 31487821,
                  "node_id": "MDEyOk9yZ2FuaXphdGlvbjMxNDg3ODIx",
                  "avatar_url": "https://avatars.githubusercontent.com/u/31487821?v=4",
                  "gravatar_id": "",
                  "url": "https://api.github.com/users/comet-ml",
                  "html_url": "https://github.com/comet-ml",
                  "followers_url": "https://api.github.com/users/comet-ml/followers",
                  "following_url": "https://api.github.com/users/comet-ml/following{/other_user}",
                  "gists_url": "https://api.github.com/users/comet-ml/gists{/gist_id}",
                  "starred_url": "https://api.github.com/users/comet-ml/starred{/owner}{/repo}",
                  "subscriptions_url": "https://api.github.com/users/comet-ml/subscriptions",
                  "organizations_url": "https://api.github.com/users/comet-ml/orgs",
                  "repos_url": "https://api.github.com/users/comet-ml/repos",
                  "events_url": "https://api.github.com/users/comet-ml/events{/privacy}",
                  "received_events_url": "https://api.github.com/users/comet-ml/received_events",
                  "type": "Organization",
                  "user_view_type": "public",
                  "site_admin": false
                },
                "network_count": 1654,
                "subscribers_count": 125
              }
            }
          ]
        }
      }
    }
  ]
}