{"type":"post","stable_id":"post:factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work","slug":"factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work","title":"Factory Links Agent Spend to Cycle Time, Priorities, and Shipped Work","description":"Factory introduced Agent Effectiveness in Factory Analytics to connect agent sessions with issue tracking, source control, cycle time, work intent, and shipped artifacts.","retrieval_nugget":"This moves measurement from logins and sessions toward accepted work. It is still a vendor analytics surface in private preview, so teams should preserve baselines and review burden instead of reading the dashboard as universal ROI proof.","published_at":"2026-08-14","updated_at":"2026-08-15","record_date":"2026-08-14","date_kind":"discovered_at","topics":["observability","coding-agents","enterprise-ai"],"entities":["Factory","Factory Analytics"],"source_urls":["https://factory.ai/news/agent-effectiveness","https://x.com/FactoryAI/status/2087973940656582984"],"source_format":"article","editorial_timing":{"lane":"regular_hourly","scheduled_at":"2026-08-19T12:00:00+03:00","real_news_delta":"owner-selected verified story"},"origin":{"basket_id":"5854f7b2-5954-4d2a-8997-81596a49da74","basket_revision":1,"target_kind":"story_cluster","target_id":"571e3899-16fd-472c-8bac-35b9e3099c45","owner_selection":"13","route":"hermes"},"visual_decision":{"outcome":"generate_explanatory_diagram","status":"included","reason_code":"mechanism_or_flow","explanatory_value":"Agent Effectiveness joins session usage with work systems and then measures delivery outcomes instead of activity alone","text_only_limitation":"A compact data-flow diagram makes the distinction between raw agent activity, joined work records, and outcome metrics visible at a glance.","owner_reviewed":true,"reviewed_by":"owner-and-codex"},"schema_version":"newruntime-agent-readable-v0.2","status":"published","visuals":[{"role":"hero","src":"/images/drip/factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work/factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work.webp","alt":"New Runtime whiteboard diagram explaining factory links agent spend to cycle time, priorities, and shipped work.","caption":"New Runtime synthesis from factory.ai."}],"routes":{"html":"https://newruntime.com/posts/factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work/","markdown":"https://newruntime.com/posts/factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work.md","json":"https://newruntime.com/posts/factory-links-agent-spend-to-cycle-time-priorities-and-shipped-work.json"}}