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Agent now indicates task progress and notifies when input is needed or tasks complete.\n\n![](https://cdn.sanity.io/images/3ccg9tet/production/d57d6b7cc5fbfebc08e73188644db34fe3cac631-2000x1200.png)\n\n**HIPAA Ready**: Lightfield is now designed to support HIPAA-compliant workflows and is prepared to execute Business Associate Agreements (BAAs) with healthcare customers.\n\n**REST API beta**: Public beta access opening next week.\n\n**Smaller changes**:\n- Added \"Next interaction\" as a system field for accounts and opportunities that reads from scheduled meetings\n- \"Telephone\" now available as a custom field data type","publishedAt":"2026-03-13T00:00:00.000Z","url":"https://lightfield.app/blog/lists-background-agent-tasks-hipaa-api-beta","media":[],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_NXiP_ffcBHQYR4aebAlbJ","version":null,"type":"feature","title":"Bulk delete, agent record operations, REST API","summary":"Bulk delete, agent record operations, REST API","titleGenerated":null,"titleShort":null,"content":"Bulk delete, agent record operations, REST API","publishedAt":"2026-03-06T00:00:00.000Z","url":"https://lightfield.app/blog?category=changelog#bulk-delete-agent-record-operations-rest-api","media":[{"type":"image","url":"https://lightfield.app/blog?category=changelog/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F3ccg9tet%2Fproduction%2F72241ec82290fe9bba65f2832de3d602e520ef78-2000x1200.png&w=5120&q=90"}],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_Gni_T1vQMvIDdjUgy2n6z","version":null,"type":"feature","title":"Bulk delete, agent record operations, REST API","summary":"**Bulk object delete**: Tables now support bulk selection and deletion for Accounts, Opportunities, and coming to all objects.\n\n**Agent record operati...","titleGenerated":null,"titleShort":null,"content":"**Bulk object delete**: Tables now support bulk selection and deletion for Accounts, Opportunities, and coming to all objects.\n\n**Agent record operations**: Redesigned bulk object creation and edits with natural language responses to proposed changes and bypass approval option configurable in settings.\n\n**REST API beta**: Public REST API for Lightfield objects launched; early testing available.\n\n**Smaller changes**:\n- Added GPT 5.4 to model selector\n- PDF exports ~70% smaller\n- Agent response performance improved up to 25%\n- Better CSV import handling for multiple accounts with same domains\n- Account creation no longer requires website domain\n- Added triggers for creating and updating contacts\n\n![](https://cdn.sanity.io/images/3ccg9tet/production/72241ec82290fe9bba65f2832de3d602e520ef78-2000x1200.png)","publishedAt":"2026-03-06T00:00:00.000Z","url":"https://lightfield.app/blog/bulk-delete-agent-record-operations-rest-api","media":[],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_T_HW8K-_bbeBlP3kIoAsX","version":null,"type":"feature","title":"Contact and account data model improvements","summary":"Contact and account data model improvements","titleGenerated":null,"titleShort":null,"content":"Contact and account data model improvements","publishedAt":"2026-02-27T00:00:00.000Z","url":"https://lightfield.app/blog?category=changelog#contact-and-account-data-model-improvements","media":[{"type":"image","url":"https://lightfield.app/blog?category=changelog/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F3ccg9tet%2Fproduction%2F4c424c8b7c7cf7ec2d7ef34881a85be8d0a4984d-2000x1200.png&w=5120&q=90"}],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_At2Q3TW5W6iaBYIoG4z0E","version":null,"type":"feature","title":"Contact and account data model improvements","summary":"**Contact and account data model improvements:** Contacts now support multiple email addresses and multi-account associations. Accounts can be associa...","titleGenerated":null,"titleShort":null,"content":"**Contact and account data model improvements:** Contacts now support multiple email addresses and multi-account associations. Accounts can be associated with multiple domains, enabling more flexible representations of customer relationships.\n\n![Contact and account data model improvements](https://cdn.sanity.io/images/3ccg9tet/production/4c424c8b7c7cf7ec2d7ef34881a85be8d0a4984d-2000x1200.png)\n\n**Chat improvements:** The agent now has a much better understanding of how artifacts have been edited in chat, resulting in more reliable and higher quality responses. Improved markdown formatting for chat responses and made chat titles editable for easier recall.\n\n![Chat improvements](https://cdn.sanity.io/images/3ccg9tet/production/3b83a1d6bcfd32753416bfd054144e58239b82d8-2000x1200.png)\n\n**Smaller changes:**\n* Granola MCP now works more efficiently in workflows\n* PDF exports from artifacts generated by the agent now consolidate into a continuous page","publishedAt":"2026-02-27T00:00:00.000Z","url":"https://lightfield.app/blog/contact-and-account-data-model-improvements","media":[],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_4PutmryXSDPmij1YMzxkn","version":null,"type":"feature","title":"Improved chat, data model flexibility","summary":"Improved chat, data model flexibility","titleGenerated":null,"titleShort":null,"content":"Improved chat, data model flexibility","publishedAt":"2026-02-20T00:00:00.000Z","url":"https://lightfield.app/blog?category=changelog#improved-chat-data-model-flexibility","media":[{"type":"image","url":"https://lightfield.app/blog?category=changelog/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F3ccg9tet%2Fproduction%2F21a76a9493f44d133944a787fad8b81647f5fe6a-2000x1200.png&w=5120&q=90"}],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_OClxP8ycqaZxDAcq3o5dx","version":null,"type":"feature","title":"LLMs also prefer stories to graphs and databases","summary":"![](https://lightfield.app/blog/llms-also-prefer-stories-to-graphs-and-databases/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F3ccg9tet%2Fpro...","titleGenerated":null,"titleShort":null,"content":"![](https://cdn.sanity.io/images/3ccg9tet/production/0ef1bb102d9ce681f88e3df287bbf6cc39518ae1-1920x1080.png)\n\nLightfield has shifted from using structured knowledge graphs to a narrative-based data model for context engineering with LLMs. The new approach uses live-updating chronological stories about people and relationships alongside structured data, which models like Opus can dynamically re-weight for better understanding. 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Key features include: chat agent now uses code generation and execution to answer queries more comprehensively and generate artifacts. Smaller changes: Contacts can now be related to multiple accounts; Meetings are now filterable by workspace member ID; Delete single and multiselect field options from data model settings.\n\nExamples of capabilities: Building account expansion plans, creating competitive battle cards, gauging sales team performance with scorecards, and prioritizing roadmap by tracking shipped feature requests.","publishedAt":"2026-02-20T00:00:00.000Z","url":"https://lightfield.app/blog/improved-chat-data-model-flexibility","media":[],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_vSRa1Le2rcdcAZ32dsrLG","version":null,"type":"feature","title":"Code execution in Lightfield","summary":"The Lightfield agent now has a code execution tool, enabling it to write and execute Python programs while leveraging full CRM data including emails, ...","titleGenerated":null,"titleShort":null,"content":"The Lightfield agent now has a code execution tool, enabling it to write and execute Python programs while leveraging full CRM data including emails, meetings, and notes. This addresses key limitations of LLM-only agents:\n\n**Key capabilities:**\n- Analyze patterns across hundreds of accounts and thousands of interactions at scale\n- Produce deterministic, reproducible outputs (visualizations, structured reports, dashboards)\n- Combine code-based analysis with LLM-level interpretive depth\n\n**Use cases demonstrated:**\n- Build competitive battle cards by analyzing all competitor mentions across conversations\n- Generate sales team scorecards grading discovery, rapport building, and closing from recorded calls and emails\n- Close customer feedback loops by tracking feature requests and drafting personalized follow-ups when shipped\n- Create account expansion plans from complete conversation history and stakeholder mapping\n\n**Architecture:** The agent operates on Lightfield's semi-structured business graph data model, combining unstructured conversation context with structured CRM data, enabling reasoning that traditional relational CRM systems cannot match.\n\n**Future roadmap:** Custom dashboards, lead scoring, territory planning, outbound workflows, real-time forecasting, data sync integrations, and large-scale data transformations—all executable through natural language without workflow builders or coding.","publishedAt":"2026-02-16T00:00:00.000Z","url":"https://lightfield.app/blog/code-execution-in-lightfield","media":[],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_AZ4JV8veHAHWQw5wlU4wa","version":null,"type":"feature","title":"Shareable meetings, code generation","summary":"Shareable meetings, code generation","titleGenerated":null,"titleShort":null,"content":"Shareable meetings, code generation","publishedAt":"2026-02-13T00:00:00.000Z","url":"https://lightfield.app/blog?category=changelog#shareable-meetings-code-generation","media":[{"type":"image","url":"https://lightfield.app/blog?category=changelog/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2F3ccg9tet%2Fproduction%2Ff480f741f08838dbe944a8b0089f0dac4e0f5681-2000x1200.png&w=5120&q=90"}],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null},{"id":"rel_YPCgXd-5TnNuSw0EYJ_ON","version":null,"type":"feature","title":"Shareable meetings, code generation","summary":"**Shareable meetings**: You can now enable a public view of your Lightfield meetings to share outside of your workspace.\n\n**Sneak peek: code generatio...","titleGenerated":null,"titleShort":null,"content":"**Shareable meetings**: You can now enable a public view of your Lightfield meetings to share outside of your workspace.\n\n**Sneak peek: code generation**: Next week Lightfield will have code generation and file execution capabilities that can leverage your CRM data to generate customizable views of your CRM data.\n\n**Smaller changes**:\n- Meetings are now filterable by workspace member ID\n- More reliable progress indicator for CSV importing","publishedAt":"2026-02-13T00:00:00.000Z","url":"https://lightfield.app/blog/shareable-meetings-code-generation","media":[],"prerelease":false,"source":{"slug":"lightfield","name":"Lightfield","type":"scrape"},"org":{"slug":"lightfield","name":"Lightfield"},"product":null}],"pagination":{"nextCursor":"2026-02-13T00:00:00.000Z|2026-03-26T17:03:52.577Z|rel_YPCgXd-5TnNuSw0EYJ_ON","limit":20}}