[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-b9760da44a6978d4-building-developer-communities-and-scaling-content-summary":3,"summaries-facets-categories":120,"summary-related-b9760da44a6978d4-building-developer-communities-and-scaling-content-summary":4143},{"id":4,"title":5,"ai":6,"body":13,"categories":77,"created_at":79,"date_modified":79,"description":71,"extension":80,"faq":79,"featured":81,"kicker_label":79,"meta":82,"navigation":99,"path":100,"published_at":101,"question":79,"scraped_at":102,"seo":103,"sitemap":104,"source_id":105,"source_name":106,"source_type":107,"source_url":108,"stem":109,"tags":110,"thumbnail_url":115,"tldr":116,"tweet":117,"unknown_tags":118,"__hash__":119},"summaries\u002Fsummaries\u002Fb9760da44a6978d4-building-developer-communities-and-scaling-content-summary.md","Building Developer Communities and Scaling Content with AI",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",8123,666,3921,0.00302975,{"type":14,"value":15,"toc":70},"minimark",[16,21,30,34,37,40,63,67],[17,18,20],"h2",{"id":19},"the-philosophy-of-accessible-technical-education","The Philosophy of Accessible Technical Education",[22,23,24,25,29],"p",{},"Haris Ali Kahn’s success with the ",[26,27,28],"em",{},"CodeWithHarry"," channel stems from a \"student-first\" pedagogical approach. Rather than teaching from the perspective of an expert, he assumes the viewer knows nothing, focusing on the granular steps required to install tools and build programs. This method bridges the gap between basic concepts and advanced project implementation. He emphasizes that content longevity is achieved by focusing on foundational technologies (like C or JavaScript) while proactively managing updates by pinning comments or creating newer versions when specific software versions become obsolete.",[17,31,33],{"id":32},"ai-as-a-tool-for-productivity-and-automation","AI as a Tool for Productivity and Automation",[22,35,36],{},"Haris views AI not as a replacement for human creativity, but as a critical tool for scaling development and content workflows. He advocates for a \"head-down\" approach to upskilling, encouraging developers to embrace AI to automate repetitive tasks rather than fearing displacement.",[22,38,39],{},"Key examples of his practical AI usage include:",[41,42,43,51,57],"ul",{},[44,45,46,50],"li",{},[47,48,49],"strong",{},"Workflow Automation:"," He previously used custom Python scripts to sync audio and video, noting that today’s developers can achieve the same results using Google AI Studio with a single prompt.",[44,52,53,56],{},[47,54,55],{},"Agentic Development:"," He is currently building a custom AI-powered terminal that allows for plug-and-play model integration, mirroring the functionality of tools like Cloud Code or Gemini CLI.",[44,58,59,62],{},[47,60,61],{},"Content Scaling:"," He leverages AI for translation and subtitle generation, allowing his technical tutorials to reach a global audience regardless of the original language of production.",[17,64,66],{"id":65},"strategic-content-creation","Strategic Content Creation",[22,68,69],{},"Haris rejects the pressure of a rigid publishing schedule, opting instead for a quality-over-quantity model. He argues that the value of YouTube lies in the \"evergreen\" nature of the library; therefore, he only publishes when he has something meaningful to share. His advice for aspiring developer-creators is to simply start, as the only way to determine if content creation is a viable path is through experimentation. He also highlights the importance of outsourcing and team building—transitioning from a solo editor to managing a team—to sustain growth as a channel scales toward 10 million subscribers.",{"title":71,"searchDepth":72,"depth":72,"links":73},"",2,[74,75,76],{"id":19,"depth":72,"text":20},{"id":32,"depth":72,"text":33},{"id":65,"depth":72,"text":66},[78],"Marketing & Growth",null,"md",false,{"content_references":83,"triage":94},[84,89,91],{"type":85,"title":86,"publisher":87,"context":88},"tool","Gemini 3.5 Flash","Google","recommended",{"type":85,"title":90,"publisher":87,"context":88},"Google AI Studio",{"type":85,"title":92,"context":93},"Antigravity","mentioned",{"relevance":95,"novelty":96,"quality":95,"actionability":95,"composite":97,"reasoning":98},4,3,3.8,"Category: Marketing & Growth. The article discusses practical strategies for building a developer community and scaling content using AI, addressing the audience's pain points around content creation and distribution. It provides specific examples of AI applications in workflow automation and content scaling, making it actionable for those looking to enhance their own content strategies.",true,"\u002Fsummaries\u002Fb9760da44a6978d4-building-developer-communities-and-scaling-content-summary","2026-05-22 16:00:25","2026-05-22 19:00:28",{"title":5,"description":71},{"loc":100},"b9760da44a6978d4","Google Cloud Tech","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=iPzaKfSq-Q4","summaries\u002Fb9760da44a6978d4-building-developer-communities-and-scaling-content-summary",[111,112,113,114],"ai-tools","automation","content-creation","developer-education","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FiPzaKfSq-Q4\u002Fhqdefault.jpg","Haris Ali Kahn (CodeWithHarry) shares his approach to building a 10-million subscriber channel by prioritizing deep, accessible technical education and leveraging AI as a force multiplier for automation and content creation.","This is a standard Google I\u002FO promotional interview featuring Haris Kahn of [CodeWithHarry](https:\u002F\u002Fwww.youtube.com\u002F@CodeWithHarry). The conversation is a high-level retrospective on his growth as a creator and his general philosophy on using AI as a tool for learning, rather than a deep dive into the specific technical workflows mentioned in the title.",[113,114],"_vSBdyVFUxJRIAPGhEUi7kSDeE8mv8FT-G0lacc4IkA",[121,124,127,130,133,136,138,140,142,144,146,148,151,153,155,157,159,161,163,165,167,169,171,173,175,177,180,183,185,187,190,192,194,196,198,200,202,204,206,208,210,212,214,216,218,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,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Key features include:",[41,4169,4170,4176,4182,4193],{},[44,4171,4172,4175],{},[47,4173,4174],{},"Continuous Monitoring:"," Agents track specific interests—such as stock market trends, flight prices, sports scores, or job market shifts—24\u002F7.",[44,4177,4178,4181],{},[47,4179,4180],{},"Synthesis and Analysis:"," Instead of raw search results, agents summarize news, explain the significance of events, and aggregate data from multiple sources.",[44,4183,4184,4187,4188,4192],{},[47,4185,4186],{},"User Interaction:"," Users initiate these agents via \"AI Mode\" in Search by providing a natural language prompt (e.g., \"Keep me updated on nearby movie tickets for ",[4189,4190,4191],"span",{},"Title","\").",[44,4194,4195,4198],{},[47,4196,4197],{},"Management:"," Users receive push notifications for relevant updates and can manage, refine, or deactivate their tracked topics through an AI Mode history interface.",[17,4200,4202],{"id":4201},"broader-search-redesign","Broader Search Redesign",[22,4204,4205],{},"This agentic rollout is part of a larger overhaul of Google Search, described as the most significant change in over 25 years. The update includes a \"reimagined\" intelligent search box designed to handle longer, conversational queries and a new AI-powered suggestion system that provides context-aware search refinement. The information agents are scheduled for a summer release, initially available to Google AI Pro and Ultra subscribers in the U.S. before expanding to other markets.",{"title":71,"searchDepth":72,"depth":72,"links":4207},[4208,4209,4210],{"id":4156,"depth":72,"text":4157},{"id":4163,"depth":72,"text":4164},{"id":4201,"depth":72,"text":4202},[129],{"content_references":4213,"triage":4217},[4214],{"type":4215,"title":4216,"context":93},"event","Google I\u002FO 2026",{"relevance":96,"novelty":96,"quality":95,"actionability":72,"composite":4218,"reasoning":4219},3.05,"Category: AI & LLMs. The article discusses Google's new agentic search system, which maps to the AI & LLMs category by detailing how AI agents can automate information retrieval. However, it lacks specific actionable steps for the audience to implement these insights in their own product development.","\u002Fsummaries\u002F0789c3cb074d0733-google-s-new-agentic-search-from-queries-to-contin-summary","2026-05-19 21:16:25","2026-05-19 23:00:23",{"title":4146,"description":71},{"loc":4220},"0789c3cb074d0733","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F19\u002Fhow-to-use-googles-new-ai-agents-to-go-beyond-your-standard-searches\u002F","summaries\u002F0789c3cb074d0733-google-s-new-agentic-search-from-queries-to-contin-summary",[111,4231,112],"agents","Google is evolving Search from a reactive tool into a proactive, agentic system that runs 24\u002F7, synthesizing information and providing actionable updates on user-defined topics.",[],"R-45p9WmTeZAUk7BH02KD6CUxiZKiPzkCqTvum1oKVs",{"id":4236,"title":4237,"ai":4238,"body":4244,"categories":4272,"created_at":79,"date_modified":79,"description":71,"extension":80,"faq":79,"featured":81,"kicker_label":79,"meta":4273,"navigation":99,"path":4297,"published_at":4298,"question":79,"scraped_at":4299,"seo":4300,"sitemap":4301,"source_id":4302,"source_name":4226,"source_type":4227,"source_url":4303,"stem":4304,"tags":4305,"thumbnail_url":79,"tldr":4306,"tweet":79,"unknown_tags":4307,"__hash__":4308},"summaries\u002Fsummaries\u002Fc76472bc1a134239-notion-s-platform-turns-workspaces-into-ai-agent-h-summary.md","Notion's Platform Turns Workspaces into AI Agent Hubs",{"provider":7,"model":4239,"input_tokens":4240,"output_tokens":4241,"processing_time_ms":4242,"cost_usd":4243},"x-ai\u002Fgrok-4.1-fast",5663,2258,29705,0.0022391,{"type":14,"value":4245,"toc":4267},[4246,4250,4253,4257,4260,4264],[17,4247,4249],{"id":4248},"run-custom-code-and-logic-without-external-infra","Run Custom Code and Logic Without External Infra",[22,4251,4252],{},"Notion Workers provide a cloud-based sandbox for deploying custom code securely, enabling data syncs into Notion databases, custom tool building, and webhook triggers for actions across apps. Skip third-party platforms or self-hosted scripts—use your preferred AI coding agent to generate the code. Workers share the same credit system as Custom Agents (over 1 million built since February launch) and stay free through August for experimentation. This overcomes prior limits where agents couldn't handle custom logic or external data.",[17,4254,4256],{"id":4255},"sync-live-data-from-any-api-into-workflows","Sync Live Data from Any API into Workflows",[22,4258,4259],{},"Pull real-time data from databases like Salesforce, Zendesk, or Postgres directly into Notion via Workers-powered syncs. Notion databases become a unified canvas powering agents and multi-step automations, coordinating across tools without manual workarounds.",[17,4261,4263],{"id":4262},"integrate-and-control-external-agents-seamlessly","Integrate and Control External Agents Seamlessly",[22,4265,4266],{},"Chat with, assign tasks to, and track progress from partner agents like Claude Code, Cursor, Codex, and Decagon as if they were native. Use the External Agent API to connect internal company agents. Build agent tools with custom logic when Model Context Protocol (MCP) falls short. Access via Notion CLI on Business\u002FEnterprise plans, shifting Notion from note-taker to programmable orchestration layer for agentic AI.",{"title":71,"searchDepth":72,"depth":72,"links":4268},[4269,4270,4271],{"id":4248,"depth":72,"text":4249},{"id":4255,"depth":72,"text":4256},{"id":4262,"depth":72,"text":4263},[150],{"content_references":4274,"triage":4293},[4275,4279,4282,4285,4287,4289,4291],{"type":4276,"title":4277,"url":4278,"context":93},"other","Introducing Custom Agents","https:\u002F\u002Fwww.notion.com\u002Fblog\u002Fintroducing-custom-agents",{"type":4215,"title":4280,"url":4281,"context":93},"Notion Product Announcement Livestream","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=rpE2rzKO6L0",{"type":85,"title":4283,"url":4284,"context":93},"Notion CLI","https:\u002F\u002Fdevelopers.notion.com\u002Fcli\u002Fget-started\u002Foverview",{"type":85,"title":4286,"context":93},"Claude Code",{"type":85,"title":4288,"context":93},"Cursor",{"type":85,"title":4290,"context":93},"Codex",{"type":85,"title":4292,"context":93},"Decagon",{"relevance":4294,"novelty":95,"quality":95,"actionability":95,"composite":4295,"reasoning":4296},5,4.35,"Category: AI Automation. The article discusses Notion's new features that allow users to create AI workflows and integrate external agents, addressing the audience's need for practical AI tooling. It provides specific details about how to implement these features, making it actionable for product builders.","\u002Fsummaries\u002Fc76472bc1a134239-notion-s-platform-turns-workspaces-into-ai-agent-h-summary","2026-05-13 21:45:09","2026-05-13 23:00:26",{"title":4237,"description":71},{"loc":4297},"c76472bc1a134239","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F13\u002Fnotion-just-turned-its-workspace-into-a-hub-for-ai-agents\u002F","summaries\u002Fc76472bc1a134239-notion-s-platform-turns-workspaces-into-ai-agent-h-summary",[4231,111,112],"Notion's Developer Platform adds Workers for custom code, API data syncs, and external agent integration to orchestrate multi-step AI workflows without external infrastructure.",[],"-QnrJ8-k9vXJ0VLkPcVK-LovIFelyDTaXxUVRh5ZkEw",{"id":4310,"title":4311,"ai":4312,"body":4317,"categories":4420,"created_at":79,"date_modified":79,"description":71,"extension":80,"faq":79,"featured":81,"kicker_label":79,"meta":4421,"navigation":99,"path":4435,"published_at":4436,"question":79,"scraped_at":4436,"seo":4437,"sitemap":4438,"source_id":4439,"source_name":4440,"source_type":4227,"source_url":4441,"stem":4442,"tags":4443,"thumbnail_url":79,"tldr":4445,"tweet":79,"unknown_tags":4446,"__hash__":4447},"summaries\u002Fsummaries\u002Fce943383d65893df-codex-prompts-automate-finance-reporting-and-model-summary.md","Codex Prompts Automate Finance Reporting and Models",{"provider":7,"model":4239,"input_tokens":4313,"output_tokens":4314,"processing_time_ms":4315,"cost_usd":4316},7986,2056,33845,0.00211835,{"type":14,"value":4318,"toc":4415},[4319,4323,4326,4345,4348,4351,4355,4358,4372,4375,4392,4396,4399,4412],[17,4320,4322],{"id":4321},"generate-review-ready-narratives-and-reporting-packs","Generate Review-Ready Narratives and Reporting Packs",[22,4324,4325],{},"Finance teams draft executive narratives and refresh recurring CFO\u002Fboard packs by uploading close workbooks, revenue\u002Fexpense dashboards, prior MBRs\u002Fdecks, forecast updates, cash views, owner notes, and Slack\u002Femail threads. Codex analyzes variances from forecast, risks, CFO prep questions, and changes since last period, producing Word docs or updated PPTs\u002FPDFs with cited sources for every material number.",[22,4327,4328,4329,4332,4333,4336,4337,4340,4341,4344],{},"Core prompt structure: \"Prepare ",[4189,4330,4331],{},"period"," ",[4189,4334,4335],{},"MBR\u002FCFO pack"," for ",[4189,4338,4339],{},"team\u002Fbusiness",". Use ",[4189,4342,4343],{},"list files\u002Fcontext",". Draft narrative\u002Fpack with key variances, changes since forecast, risks, questions, follow-ups. Cite tab\u002Fdashboard\u002Fnote for each number. Flag missing support or open items.\"",[22,4346,4347],{},"Customization: Specify audience, priority metrics, unchanged sections, and output format (e.g., Word doc named 'Monthly Business Review Narrative'). Plugins like Google Drive, SharePoint, Spreadsheets, Presentations, Slack, Teams, Gmail\u002FOutlook pull in files directly. Example for April Enterprise Sales MBR uses 'April Close Workbook.xlsx', 'April Revenue Dashboard', prior MBR deck, and #finance-close channel—outputs sourced narrative ready for owner review, saving hours on first drafts.",[22,4349,4350],{},"For packs: Refresh metrics, deltas, charts, commentary from latest KPI dashboard and forecast model; summarize changes and flag slides needing review. Do not invent metrics—unsupported numbers get flagged.",[17,4352,4354],{"id":4353},"clean-models-and-build-variance-bridges","Clean Models and Build Variance Bridges",[22,4356,4357],{},"Before leadership reviews, Codex audits workbooks for structure issues (hardcodes, broken links, circulars, sign errors, period labels, checks) and makes safe fixes while flagging business assumptions for owners. Outputs cleaned .xlsx plus QA memo ranked by severity, focusing on key tabs like Revenue Drivers, Headcount Plan, Cash Forecast.",[22,4359,4360,4361,4336,4364,4367,4368,4371],{},"Prompt: \"Clean\u002Freview ",[4189,4362,4363],{},"model",[4189,4365,4366],{},"audience",". Check ",[4189,4369,4370],{},"structure\u002Fformulas\u002Fetc.",". Make safe changes, flag assumptions. Return cleaned model + QA memo with risks, fixes, review needs.\"",[22,4373,4374],{},"Customization: Prioritize tabs, define safe changes. Example for FY27 Operating Plan pays special attention to Exec Summary tab.",[22,4376,4377,4378,4332,4380,4383,4384,4387,4388,4391],{},"For variances: Bridge actuals vs. budget\u002Fforecast across revenue, gross margin, opex, EBITDA, FCF, balance sheet using close books, trackers, dashboards. Reconciles breaks, drafts owner questions, cites drivers. Prompt: \"Explain ",[4189,4379,4331],{},[4189,4381,4382],{},"comparison"," variance. Use ",[4189,4385,4386],{},"files",". Build bridge across ",[4189,4389,4390],{},"lines",". Flag unsupported, cite sources.\" Example for April forecast-to-actual uses FY26 Budget.xlsx, March Forecast.xlsx, Opex Tracker—separates confirmed drivers from queries.",[17,4393,4395],{"id":4394},"refresh-forecasts-with-scenarios","Refresh Forecasts with Scenarios",[22,4397,4398],{},"Update operating\u002Fdriver models, headcount\u002Fcash plans against actuals and assumptions to build base\u002Fdownside\u002Fupside cases. Outputs scenarios with sensitivities, cash\u002Fhiring impacts, trigger points, recommendations, and approval lists—includes sensitivity tables.",[22,4400,4401,4402,4336,4405,4340,4408,4411],{},"Prompt: \"Refresh ",[4189,4403,4404],{},"plan",[4189,4406,4407],{},"business",[4189,4409,4410],{},"models\u002Factuals\u002Fnotes",". Create scenarios with drivers, impacts, triggers, rec. Include sensitivity table, flag assumptions.\"",[22,4413,4414],{},"Customization: Define scenarios, approval needs, leadership outputs. Example for FY27 Enterprise forecast uses Revenue Driver Model.xlsx, 13 Week Cash Forecast.xlsx, #fy27-planning notes—flags overwrites, summarizes implications. Plugins enable seamless spreadsheet\u002Fpresentation handling, turning weekly updates into minutes of prompting.",{"title":71,"searchDepth":72,"depth":72,"links":4416},[4417,4418,4419],{"id":4321,"depth":72,"text":4322},{"id":4353,"depth":72,"text":4354},{"id":4394,"depth":72,"text":4395},[132],{"content_references":4422,"triage":4432},[4423,4426,4429],{"type":4276,"title":4424,"url":4425,"context":88},"Codex for everyday work on-demand webinar","https:\u002F\u002Facademy.openai.com\u002Fhome\u002Fclubs\u002Fwork-users-ynjqu\u002Fvideos\u002Fcodex-for-everyday-work-recording-2026-05-06",{"type":4276,"title":4427,"url":4428,"context":88},"Codex for Work hub","https:\u002F\u002Fopenai.com\u002Facademy\u002Fcodex-for-work\u002F",{"type":4276,"title":4430,"url":4431,"context":88},"Top 10 Codex for Work use cases","https:\u002F\u002Fopenai.com\u002Facademy\u002Ftop-10-use-cases-codex-for-work\u002F",{"relevance":4294,"novelty":95,"quality":95,"actionability":4294,"composite":4433,"reasoning":4434},4.55,"Category: AI Automation. The article provides a detailed explanation of how finance teams can leverage Codex for automating reporting and model cleanup, addressing a specific pain point of efficiency in finance workflows. It includes concrete examples of prompts and outputs, making it immediately actionable for users looking to implement these practices.","\u002Fsummaries\u002Fce943383d65893df-codex-prompts-automate-finance-reporting-and-model-summary","2026-05-13 12:01:01",{"title":4311,"description":71},{"loc":4435},"ce943383d65893df","OpenAI News","https:\u002F\u002Fopenai.com\u002Facademy\u002Fhow-finance-teams-use-codex","summaries\u002Fce943383d65893df-codex-prompts-automate-finance-reporting-and-model-summary",[4444,111,112],"prompt-engineering","Finance teams cut assembly time on MBR narratives, model cleanups, CFO packs, variance bridges, and forecasts by feeding Codex existing spreadsheets, dashboards, and notes via copy-paste prompts that cite sources and flag risks—no coding required.",[],"FATmC96IjW_7Yem-_VCsjtsksQHU1eDjoZccndvcfqQ",{"id":4449,"title":4450,"ai":4451,"body":4456,"categories":4501,"created_at":79,"date_modified":79,"description":71,"extension":80,"faq":79,"featured":81,"kicker_label":79,"meta":4502,"navigation":99,"path":4506,"published_at":4507,"question":79,"scraped_at":4507,"seo":4508,"sitemap":4509,"source_id":4510,"source_name":4440,"source_type":4227,"source_url":4511,"stem":4512,"tags":4513,"thumbnail_url":79,"tldr":4515,"tweet":79,"unknown_tags":4516,"__hash__":4517},"summaries\u002Fsummaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes--summary.md","Singular Bank's AI Cuts Banker Prep by 90 Minutes\u002FDay",{"provider":7,"model":4239,"input_tokens":4452,"output_tokens":4453,"processing_time_ms":4454,"cost_usd":4455},6691,1650,25604,0.00214055,{"type":14,"value":4457,"toc":4496},[4458,4462,4465,4469,4472,4486,4489,4493],[17,4459,4461],{"id":4460},"integrate-core-data-for-instant-portfolio-insights","Integrate Core Data for Instant Portfolio Insights",[22,4463,4464],{},"Singular Bank replaced manual data reconciliation across fragmented systems—previously requiring hours of prep—with Singularity, an AI assistant using ChatGPT and Codex. Bankers now query portfolios in real time to flag risks like concentration exposure or imbalances, plus get specific recommendations such as reducing holdings, locking gains, or rebalancing. This shifts meetings from data review to client-focused advice, e.g., 'You're up 38% but concentrated—protect gains next.' Post-meeting, it drafts personalized, compliant follow-ups and captures outputs for traceability, pulling from approved sources across 19 workflows.",[17,4466,4468],{"id":4467},"quantify-massive-time-savings-on-repetitive-tasks","Quantify Massive Time Savings on Repetitive Tasks",[22,4470,4471],{},"Bankers save 60-90 minutes daily by automating everyday processes:",[41,4473,4474,4477,4480,4483],{},[44,4475,4476],{},"Meeting prep: 20 min → \u003C1 min",[44,4478,4479],{},"Call reports: 15-20 min → \u003C30 sec",[44,4481,4482],{},"Investment arguments: 10-15 min → 20 sec",[44,4484,4485],{},"Client comms: 5-10 min → \u003C30 sec",[22,4487,4488],{},"In 30 days, the team ran 3,500+ operations (120\u002Fday), proving high adoption without sacrificing regulatory compliance, as structured outputs from integrated systems ensure consistency and reliable reporting.",[17,4490,4492],{"id":4491},"amplify-banker-expertise-in-client-interactions","Amplify Banker Expertise in Client Interactions",[22,4494,4495],{},"AI handles operational grunt work, freeing bankers for judgment-heavy tasks like relationship-building and tailored advice. Prep drops enable real-time analysis during calls, making interactions more strategic. Outputs remain fully traceable for audits, maintaining standards while scaling impact—bankers advise better, faster, without replacement.",{"title":71,"searchDepth":72,"depth":72,"links":4497},[4498,4499,4500],{"id":4460,"depth":72,"text":4461},{"id":4467,"depth":72,"text":4468},{"id":4491,"depth":72,"text":4492},[132],{"content_references":4503,"triage":4504},[],{"relevance":4294,"novelty":95,"quality":95,"actionability":95,"composite":4295,"reasoning":4505},"Category: AI Automation. The article discusses how Singular Bank's AI tool significantly reduces preparation time for bankers, addressing a specific pain point of efficiency in financial services. It provides concrete examples of time savings and operational improvements, making it actionable for similar organizations looking to implement AI solutions.","\u002Fsummaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes-summary","2026-05-11 15:04:26",{"title":4450,"description":71},{"loc":4506},"f9a6fe3e0b32193c","https:\u002F\u002Fopenai.com\u002Findex\u002Fsingular-bank","summaries\u002Ff9a6fe3e0b32193c-singular-bank-s-ai-cuts-banker-prep-by-90-minutes--summary",[4514,112,111],"llm","Singular Bank's Singularity, powered by ChatGPT and Codex, delivers real-time portfolio analysis, action recommendations, and compliant comms, saving bankers 60-90 min\u002Fday on routine tasks.",[],"wSXV7b-GLmkJEj_EzXeOJ73kA3ReZ2aN0FNTD9JS7TU"]