{"adoption": {"forks": 1421, "observed_at": "2026-08-28T04:11:14.819956+00:00", "stars": 16135}, "canonical_url": "https://ross.abutalabs.com/products/triggerdev", "card": {"archived": false, "artifact_type": "framework", "description": "Trigger.dev – build and deploy fully‑managed AI agents and workflows", "domain": ["large-language-models", "backend", "web-development", "developer-tools", "self-hosted", "microservices"], "enriched": true, "function": ["workflow-automation", "scheduling", "agent-framework", "llm-inference", "monitoring", "tracing", "mcp", "sdk", "cli", "deployment"], "health_score": 100, "homepage": "https://trigger.dev/changelog", "language": "TypeScript", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["triggerdotdev/trigger.dev"], "name": "triggerdotdev/trigger.dev", "platform": ["cloud", "self-hosted", "serverless", "cross-platform"], "pushed_at": "2026-08-26T22:04:05+00:00", "repo": "triggerdotdev/trigger.dev", "stars": 16135, "tags": ["background-jobs", "durable-execution", "task-orchestration", "queues", "retries", "human-in-the-loop", "realtime-streaming", "nextjs", "open-source", "observability", "automation", "ai-agents", "nodejs", "typescript", "web-server", "docker"], "topics": ["automation", "orchestration", "scheduler", "background-jobs", "nextjs", "serverless", "ai", "ai-agents", "mcp", "mcp-server", "workflow-automation", "workflows", "ai-agent-framework"], "urls": [], "use_cases": ["run long-running AI agent workflows without serverless timeouts", "schedule cron jobs and background tasks in TypeScript", "build durable chat agents with human-in-the-loop approvals", "add retries and queues to flaky background jobs", "stream LLM responses to a frontend in realtime", "monitor and trace background task runs with OpenTelemetry", "manage and deploy AI agents from an AI coding assistant via MCP", "self-host a background jobs platform instead of AWS Lambda"], "what_it_is": "Trigger.dev is an open-source TypeScript platform for building and deploying durable background jobs, long-running AI workflows, and AI agents with no execution timeouts. It provides an SDK and CLI for defining tasks in your codebase, plus managed or self-hosted infrastructure with queues, automatic retries, concurrency control, observability, and realtime streaming.", "when_to_avoid": ["you only need simple sub-second cron jobs with minimal infrastructure", "your backend is not JavaScript/TypeScript", "you need a general-purpose stream processing or ETL pipeline engine", "you cannot use a cloud service and do not want to self-host the server components"], "when_to_choose": ["you need long-running tasks (hours) that outlast serverless function limits", "you want durable AI agents with retries, queues, and idempotency built in", "your stack is TypeScript/Next.js and you want tasks in your existing codebase", "you need human-in-the-loop pauses and realtime run status in your UI", "you want a self-hostable alternative to managed job queues"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/triggerdev", "repo": "triggerdotdev/trigger.dev", "role": "main", "score": 94}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:14.819956+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:05:13.733814+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ba303379505e0085fefb28a2e13e29f9795edf4fd985058c2b0fa6628564569e", "fetched_at": "2026-08-28T04:11:14.819956+00:00", "kind": "readme", "missing": false, "url": "https://github.com/triggerdotdev/trigger.dev"}, {"content_hash": "102090843ed2834ceec462893526628e60d453d91d531679e80b27e7f6eabe86", "fetched_at": "2026-08-29T08:03:18.909642+00:00", "kind": "homepage", "missing": false, "url": "https://trigger.dev/changelog"}, {"content_hash": "443eed3431f95f0dcf866383ed393c5fb31faf3fbd331c930f0a8d14ba5255bb", "fetched_at": "2026-08-29T08:03:18.929310+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/quick-start"}, {"content_hash": "ae854e91c6afbfcf718bdf0aaed9b23b171ac122b75cf2d348a2e1d831d89f2d", "fetched_at": "2026-08-29T08:03:18.931109+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/tasks/overview"}, {"content_hash": "6ac1702ffd9fabeff3537fc34ace708651e55e6778cc0ef3f257eff45fcd5abd", "fetched_at": "2026-08-29T08:03:18.933372+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/mcp-introduction"}, {"content_hash": "7e095c930e4cc450f3087ba740ef6d71f9ff896bf6402e141525c7182d0d7d70", "fetched_at": "2026-08-29T08:03:18.927230+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/docs/introduction"}, {"content_hash": "c1b0f5d6fff765f3b11fa71d4d58f94cdbe85e833b5a6c827a0a55bce7eae8b0", "fetched_at": "2026-08-29T08:03:18.919044+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/product"}, {"content_hash": "d1292621cd8bd5e66fc8354573454a2f22ad1337d7ca9bba639039f3ca3abb4d", "fetched_at": "2026-08-29T08:03:18.921388+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/v4-5-14"}, {"content_hash": "844b8348f19b95860a555b362e5aa729616c1ec1327e3ed2667ee669dbd99086", "fetched_at": "2026-08-29T08:03:18.923227+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/ai-prompts"}, {"content_hash": "eb8b4c1afcc01f29b73d3238d2a717b41d20ea9ba2aec65d4bfc9dc609000d1c", "fetched_at": "2026-08-29T08:03:18.924954+00:00", "kind": "site_page", "missing": false, "url": "https://trigger.dev/changelog/mcp-server-2-1"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 98, "rhythm": 86}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1372, "days_push": 7, "days_rel": 13, "gap_med": 0, "n_releases_24m": 420}, "score": 94, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}