{"id":"org_fO87h0dKdgoxiasmJbvZH","slug":"lightfield","name":"Lightfield","domain":"lightfield.app","description":null,"category":null,"tags":[],"sourceCount":1,"releaseCount":14,"releasesLast30Days":2,"avgReleasesPerWeek":1.1,"lastFetchedAt":"2026-03-31T14:16:53.494Z","trackingSince":"2026-01-23T00:00:00.000Z","aliases":[],"accounts":[],"products":[],"sources":[{"id":"src_Uzcbe3CbjOP3D05HbzOMJ","slug":"lightfield","name":"Lightfield","type":"scrape","url":"https://lightfield.app/blog?category=changelog","isPrimary":false,"isHidden":false,"fetchPriority":"normal","releaseCount":14,"latestVersion":null,"latestDate":"2026-03-25T00:00:00.000Z","latestAddedAt":"2026-03-31T14:02:02.749Z","productSlug":null,"productName":null}],"overview":null,"knowledgePage":null,"playbook":{"scope":"playbook","content":"# Lightfield — Source Guide\n\n> Agent reference for fetching and maintaining **Lightfield** (`lightfield`) changelog sources.\n\n## Overview\n\n- **1** active source\n- Primary domain: lightfield.app\n\n## Active Sources\n\n### Lightfield (`lightfield`)\n\n- **URL:** https://lightfield.app/blog?category=changelog\n- **Type:** scrape\n- **Crawl mode:** enabled (pattern: `https://lightfield.app/blog/**`)\n- **Last fetched:** 2026-03-31T14:16:53.494Z\n\n## Agent Notes\n\n### Extraction patterns\n\nLightfield does **not** publish semantic versions. Releases are identified by title and publish date alone.\n\n- **14 releases tracked** (2026-01-23 through 2026-03-25)\n- **No version field:** All releases have `version: null` except 4 with `<UNKNOWN>` placeholders\n- **Publish cadence:** ~1–2 per week, concentrated on weekday Thursdays. January averaged 2/week; March throttled to ~1/week. Last release 2026-03-25 (agentic data import).\n- **Duplicate entries:** The scraper captured \"Agentic data import in Lightfield\" twice on 2026-03-25—once with minimal summary, once with full content. This is a data quality quirk of the scrape adapter, not a server issue. Both have the same `publishedAt` and content.\n\n### Known quirks\n\n- **No RSS feed:** Metadata flags `noFeedFound: true`. Crawl mode is enabled, pattern `https://lightfield.app/blog/**` covers the blog.\n- **Blog URL consistency:** Most releases point to the generic blog URL (`https://lightfield.app/blog`) or a specific post slug. The scraper infers URLs from page structure.\n- **Media in summaries:** Full releases include banner images as Markdown (`![](https://lightfield.app/blog/...)`), but are not stored in the `media` field (always `[]`). This is acceptable—the content MD is preserved.\n- **Empty fetch log:** `fetch-log lightfield` returns `[]`, indicating no error history. All 14 releases were ingested successfully.\n\n### Source coverage\n\nLightfield's blog combines **feature releases** (Lists, code execution, API beta, bulk operations) with **educational/strategic posts** (founder's guide, data model philosophy, MCP integration thesis). Both categories are valuable; neither should be filtered.\n\n- **Feature focus:** APIs, agentic capabilities (code execution, bulk operations, data import), data model (contacts with multiple emails, multi-account associations), and integrations (MCP connectors).\n- **Ingest quality:** Titles are clear, summaries and full content are present and detailed. URLs are stable.\n- **Next action:** Continue polling weekly. No changes to configuration needed.\n","updatedAt":"2026-04-11T13:22:51.400Z"}}