{"publication":"The Agentic Daily","topic":"model_updates","date":null,"available_topics":[{"id":"marketing","label":"Marketing","description":"Growth, SEO, content, ads, social, brand, lifecycle, and customer research agents.","feed_path":"/api/feed/daily?topic=marketing"},{"id":"engineering","label":"Engineering","description":"Coding agents, developer tools, CI, QA, infra, DevOps, and software delivery workflows.","feed_path":"/api/feed/daily?topic=engineering"},{"id":"sales","label":"Sales","description":"Outbound, CRM, enablement, demos, revenue operations, and account research agents.","feed_path":"/api/feed/daily?topic=sales"},{"id":"research","label":"Research","description":"Web research, deep research, monitoring, analyst, competitive intelligence, and synthesis agents.","feed_path":"/api/feed/daily?topic=research"},{"id":"legal","label":"Legal","description":"Contract review, compliance, policy, privacy, and legal operations agents.","feed_path":"/api/feed/daily?topic=legal"},{"id":"finance","label":"Finance","description":"Accounting, FP&A, procurement, billing, reporting, and financial operations agents.","feed_path":"/api/feed/daily?topic=finance"},{"id":"security","label":"Security","description":"Security operations, identity, vulnerability, governance, and risk workflows.","feed_path":"/api/feed/daily?topic=security"},{"id":"design","label":"Design","description":"Product design, UX, creative, prototyping, research, and asset generation agents.","feed_path":"/api/feed/daily?topic=design"},{"id":"model_updates","label":"Model Updates","description":"Model releases, evals, pricing, API behavior, context windows, and provider changes.","feed_path":"/api/feed/daily?topic=model_updates"},{"id":"mcp","label":"MCP","description":"MCP servers, registries, protocol updates, connectors, and tool surfaces.","feed_path":"/api/feed/daily?topic=mcp"},{"id":"agent_platforms","label":"Agent Platforms","description":"Agent builders, orchestration platforms, identity, memory, inboxes, and deployment surfaces.","feed_path":"/api/feed/daily?topic=agent_platforms"},{"id":"automation","label":"Automation","description":"Workflow automation, RPA, browser automation, operations, and recurring task agents.","feed_path":"/api/feed/daily?topic=automation"},{"id":"coding_agents","label":"Coding Agents","description":"Autonomous coding, code review, repository agents, test generation, and software maintenance.","feed_path":"/api/feed/daily?topic=coding_agents"}],"generated_at":"2026-08-27T16:54:28.693Z","updates":[{"id":"cmrbaqxsf005s48tzq6sre252","type":"changelog","title":"Gemini Deep Research expands research-agent surface","slug":"gemini-deep-research-api-docs","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"Gemini Deep Research","slug":"gemini-deep-research","type":"agent"},"summary":"Use when tracking Google research-agent capabilities.","why_it_matters":"Model providers are turning research workflows into first-class agent products.","recommended_for":["research_agent","market_research"],"scores":{"trust":84,"relevance":86,"freshness":82,"editorial":82},"sources":[{"url":"https://ai.google.dev/gemini-api/docs/deep-research","type":"primary","credibility":84}],"topics":["marketing","engineering","research","model_updates","automation"],"full_rundown":"Gemini Deep Research expands research-agent surface. Gemini Deep Research spans consumer and developer-facing research workflows. Model providers are turning research workflows into first-class agent products.","operational_relevance":"Use when tracking Google research-agent capabilities.","use_when":["research_agent","market_research"],"do_not_use_when":["No primary source is available.","The task does not involve changelog, tool discovery, or workflow selection."],"affected_workflows":["research_agent","market_research"],"agent_actions":["Refresh working memory for marketing, engineering, research, model_updates, automation.","Consider Gemini Deep Research when a task matches research_agent, market_research.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=Gemini%20Deep%20Research","/updates/gemini-deep-research-api-docs","/entities/gemini-deep-research"],"source_evidence":[{"url":"https://ai.google.dev/gemini-api/docs/deep-research","type":"primary","credibility":84,"note":"Primary or high-credibility source for this update."}]},{"id":"cmrbaqt2c004g48tzw2iopz6d","type":"changelog","title":"LangChain continues as agent workflow infrastructure","slug":"langchain-agent-workflows","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"LangChain","slug":"langchain","type":"framework"},"summary":"Use when building custom agent workflows with tool use and retrieval.","why_it_matters":"Framework choices shape how quickly teams can ship reliable agent products.","recommended_for":["agent_builder","coding_agent"],"scores":{"trust":82,"relevance":81,"freshness":74,"editorial":75},"sources":[{"url":"https://www.langchain.com/","type":"primary","credibility":82}],"topics":["engineering","design","model_updates","automation","coding_agents"],"full_rundown":"LangChain continues as agent workflow infrastructure. LangChain remains a major framework for agent and LLM workflow development. Framework choices shape how quickly teams can ship reliable agent products.","operational_relevance":"Use when building custom agent workflows with tool use and retrieval.","use_when":["agent_builder","coding_agent"],"do_not_use_when":["No primary source is available.","The task does not involve changelog, tool discovery, or workflow selection."],"affected_workflows":["agent_builder","coding_agent"],"agent_actions":["Refresh working memory for engineering, design, model_updates, automation, coding_agents.","Consider LangChain when a task matches agent_builder, coding_agent.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=LangChain","/updates/langchain-agent-workflows","/entities/langchain"],"source_evidence":[{"url":"https://www.langchain.com/","type":"primary","credibility":82,"note":"Primary or high-credibility source for this update."}]}]}