[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-bafcf5d93164cb42-shopify-s-studio-misfit-experts-fuel-design-magic-summary":3,"summaries-facets-categories":164,"summary-related-bafcf5d93164cb42-shopify-s-studio-misfit-experts-fuel-design-magic-summary":3733},{"id":4,"title":5,"ai":6,"body":13,"categories":139,"created_at":141,"date_modified":141,"description":142,"extension":143,"faq":141,"featured":144,"kicker_label":141,"meta":145,"navigation":146,"path":147,"published_at":148,"question":141,"scraped_at":149,"seo":150,"sitemap":151,"source_id":152,"source_name":153,"source_type":154,"source_url":155,"stem":156,"tags":157,"thumbnail_url":141,"tldr":161,"tweet":141,"unknown_tags":162,"__hash__":163},"summaries\u002Fsummaries\u002Fbafcf5d93164cb42-shopify-s-studio-misfit-experts-fuel-design-magic-summary.md","Shopify's Studio: Misfit Experts Fuel Design Magic",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",8160,1898,17564,0.00228955,{"type":14,"value":15,"toc":129},"minimark",[16,21,25,28,32,35,38,42,45,48,51,55,58,61,64,68,71,74,80,99,103],[17,18,20],"h2",{"id":19},"journey-from-analog-craft-to-digital-ecosystems","Journey from Analog Craft to Digital Ecosystems",[22,23,24],"p",{},"Marvin Schwaibold stumbled into graphic design via an internship arranged by his mom, spending five years at a studio focused on typography, branding, and analog work like printing and embroidery. Despite average school performance, design felt like a superpower: \"I kind of felt like I had a superpower when I was using type and colors.\" He studied visual communication while working, blending theory with real client projects.",[22,26,27],{},"Transitioning to interactive design, he moved to Los Angeles for movie industry agencies, crafting art-like websites for films like Isle of Dogs and A24 projects using motion, delays, and WebGL to delight users. At Squarespace, he joined a \"web concepts\" team at the product-brand intersection, free from roadmaps to prototype future paradigms. His first header project humbled him, revealing ecosystem complexities: \"I failed so miserably because I didn't understand how to think through all the configurations... double menus... hamburger collapses.\" Embracing constraints turned failure into addiction, leading to template-building that saw real-world use.",[17,29,31],{"id":30},"molly-studio-collision-of-talents-over-projects","Molly Studio: Collision of Talents Over Projects",[22,33,34],{},"Molly began as a physical space for Marvin and designer Jel after a four-hour coffee sparked by a Twitter DM. They freelanced daily, prioritizing team over projects: \"The team that we assembled around ourselves was actually more important than the projects we took on.\" Referencing Steve Jobs' rock tumbler metaphor, they built a culture of rough rocks polishing each other into gems.",[22,36,37],{},"Shopify noticed via Shop app work. Molly's agency model assembled \"misfits\"—experts in motion, coding, art direction—solving problems through unique lenses without handoffs. A photographer's portfolio exemplified synergy: Marvin on art direction\u002Ftypography, Yael Beantock on motion transitions, Jasperos on engineering. No waterfall; instead, a \"helix\" of parallel iteration over weeks, winning awards.",[17,39,41],{"id":40},"redesigning-collins-relentless-compression-and-entertainment","Redesigning Collins: Relentless Compression and Entertainment",[22,43,44],{},"Molly's standout: Over a year redesigning Collins' site with Brian Collins and Leland Meschter. They pitched a radical OS-like approach to web consumption—simple, efficient, progressively disclosed like iPhone patterns: \"Everybody's thinking about the web in the wrong way... consuming information on the web needed to be extremely simple and extremely efficient.\"",[22,46,47],{},"Hundreds of layouts emerged from deep client immersion, one-on-ones, and interviews. Four weeks pre-launch, Brian scrapped everything for bolder essence. His six-hour typography sessions compressed 12 font sizes to two, obsessing over relationships: \"Relentless at compression and reducing complexity... question every single element on the page: why does it need to be here?\"",[22,49,50],{},"Brian's entertaining style—versus educating—kept rooms inspired: \"When you're entertaining, people are more inclined to listen... everybody was always having a lot of fun.\" Marvin applied this: Fun precedes creativity, echoing Robert Henri: \"The goal in life isn't to create art but to create a life that is so wonderful that art is inevitable.\"",[17,52,54],{"id":53},"shopify-studio-agency-injection-into-product-teams","Shopify Studio: Agency Injection into Product Teams",[22,56,57],{},"Post-acquisition, the studio mirrors Molly: A horizontal agency alongside product orgs. Teams bring problems for scoped bursts of energy; studio pursues obsessions like internal tools. They span surfaces—checkout, POS, admin, Sidekick AI—adapting team lenses per context.",[22,59,60],{},"Artifact, a frictionless upload\u002Freview tool for remote work (Figma, videos, dashboards), exemplifies: Built internally, adopted org-wide, fostering tinkering loops. Shopify's remote-first ethos amplifies tool-making: \"Everybody's a tool maker.\"",[22,62,63],{},"No hierarchy; specialists (motion, product, engineering) thrive in tailored environments. Greg Duncan's \"wild gardening\" guides: Cluster wildflowers (geniuses beside dysfunctions) in thriving soil for superior output. Focus few things with many experts: \"Everyone's genius is right next to their dysfunction... create an environment where everybody can thrive.\"",[17,65,67],{"id":66},"cultivating-inevitable-art-through-environment","Cultivating Inevitable Art Through Environment",[22,69,70],{},"Core philosophy: Positivity, energy, fun yield uniqueness. Agency model sustains misfits solving via specialties. Studio builds dashboards\u002Fworkflows that ripple outward, triggering others' strengths: \"Everything we build... triggers something else in somebody else's brain... a team of almost misfits that all work together.\"",[22,72,73],{},"Leadership protects these initiatives. Molly roots persist: Horizontal taps for motion\u002Fcreativity boosts. Deliverables? Not rigid—prototypes, concepts, intertwined jamming yielding polished systems within constraints.",[22,75,76],{},[77,78,79],"strong",{},"Notable Quotes:",[81,82,83,87,90,93,96],"ul",{},[84,85,86],"li",{},"Marvin on constraints at Squarespace: \"Instead of getting afraid... I got really into it. Solving this... within the constraints... will be a huge impact for our users.\"",[84,88,89],{},"Marvin on Brian Collins: \"He's relentless at compression... reduce the amount of font sizes... to two... while still keeping them very unique and powerful.\"",[84,91,92],{},"Marvin on team philosophy: \"If you're not having fun with the people... seldom produces very good creative output.\"",[84,94,95],{},"Marvin on wild gardening: \"Put a bunch of wild flowers together, the output... is innately more interesting... you have to create this environment in which those different wild flowers can basically thrive.\"",[84,97,98],{},"Marvin on studio trigger effect: \"Everything we build inside of our team triggers something else in somebody else's brain... from their specific lens.\"",[17,100,102],{"id":101},"key-takeaways","Key Takeaways",[81,104,105,108,111,114,117,120,123,126],{},[84,106,107],{},"Assemble diverse specialists (motion, product, engineering) without hierarchy; use a helix collaboration over waterfall handoffs.",[84,109,110],{},"Prioritize fun environments where geniuses thrive beside dysfunctions—art becomes inevitable.",[84,112,113],{},"Treat web as an OS: Prioritize simple, efficient content consumption with progressive disclosure.",[84,115,116],{},"Compress relentlessly: Question every element's necessity and relationships; limit variables like font sizes.",[84,118,119],{},"Entertain over educate in reviews to inspire buy-in and energy.",[84,121,122],{},"Build internal tools from pain points; protect and fund them to create org-wide ripples.",[84,124,125],{},"Embrace no-roadmap tinkering early; constraints reveal ecosystem depth and addictive impact.",[84,127,128],{},"Client immersion via one-on-ones yields sound strategies; demand their full attention.",{"title":130,"searchDepth":131,"depth":131,"links":132},"",2,[133,134,135,136,137,138],{"id":19,"depth":131,"text":20},{"id":30,"depth":131,"text":31},{"id":40,"depth":131,"text":41},{"id":53,"depth":131,"text":54},{"id":66,"depth":131,"text":67},{"id":101,"depth":131,"text":102},[140],"Design & Frontend",null,"Remember when the Carl Rivera (https:\u002F\u002Fwww.dive.club\u002Fdeep-dives\u002Fcarl-rivera) told us about his vision to create the new Shopify Product Design Studio?\n\nWell in this episode I got to sit down with [Marvin Schwaibold](https:\u002F\u002Fx.com\u002FMSchwaibold) from Molly studio who Shopify recently acquired to bring that vision to life.\n\nWe go deep into creativity, Marvin's journey with Molly, how he's building his ideas with AI, and a lot more.\n\nSome highlights:\n\n- How to become a well of creative ideas\n- How AI unlocks how designers work at Shopify\n- What design differentiation looks like at Shopify\n- What Marvin has learned diving into Claude Code\n- How designers at Shopify create and leverage internal tools\n- Behind-the-scenes of redesigning the famous Collins website\n- + a lot more\n\n- Jaytel - Marvin’s design partner from Molly studio https:\u002F\u002Fx.com\u002FJaytel\n- Brian Collins - legendary designer who worked on the Collins website redesign https:\u002F\u002Fwearecollins.com\u002F\n- Carl Rivera - Shopify’s Chief Design Officer (referenced previous Dive Club episode) https:\u002F\u002Fwww.dive.club\u002Fdeep-dives\u002Fcarl-rivera\n- Design Fluid Interfaces video from Apple’s Human Interface team (2019) [https:\u002F\u002Fdeveloper.apple.com\u002Fbr\u002Fvideos\u002Fplay\u002Fwwdc2018\u002F803\u002F?time=1551](https:\u002F\u002Fdeveloper.apple.com\u002Fvideos\u002Fplay\u002Fwwdc2019\u002F808\u002F)\n- Claude Code - AI coding tool by Anthropic https:\u002F\u002Fclaude.ai\u002Flogin\n- Artifact - internal Shopify tool for showcasing design work https:\u002F\u002Fwww.linkedin.com\u002Fposts\u002Fjaytel_this-was-meant-to-stay-inside-shopify-but-activity-7422739773561384960-oqiU\u002F\n\nDive is where the best designers never stop learning 🤿\n\n🌐 dive.club\n🐦 twitter.com\u002Fjoindiveclub\n\nNow you can join advanced courses taught by the top designers to help you take a huge leap forward in your career 💪\n\nChapters\n0:00 Intro\n1:06 Marvin's design journey\n7:31 Starting Molly Studio\n9:27 Collaborating with Collins\n14:41 How the Product Design Studio works at Shopify\n17:54 How the Studio and product teams collaborate\n22:03 The importance of motion and animation \n23:48 Launching the new Shopify.design \n29:32 The impact of working alongside Toby and Carl at Shopify\n32:40 How AI unlocks designers at Shopify\n37:39 Marvin's journey learning coding tools\n46:24 Becoming a well of ideas\n51:33 Design differentiation at Shopify","md",false,{},true,"\u002Fsummaries\u002Fbafcf5d93164cb42-shopify-s-studio-misfit-experts-fuel-design-magic-summary","2026-04-02 12:00:28","2026-04-03 21:16:32",{"title":5,"description":142},{"loc":147},"bafcf5d93164cb42","Dive Club","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=KpJs7mZYErg","summaries\u002Fbafcf5d93164cb42-shopify-s-studio-misfit-experts-fuel-design-magic-summary",[158,159,160],"ui-ux","design-systems","product-strategy","Shopify's Product Design Studio runs like an agency of specialists—motion, product, engineering—who collaborate without hierarchy in a fun environment where great design emerges inevitably.",[],"rfM1bQwz_308VTiTdEctPZEdBTZ470HWdM4_9Zj2_CI",[165,168,171,174,177,180,182,184,186,188,190,192,195,197,199,201,203,205,207,209,211,213,215,218,220,222,225,227,229,232,234,236,238,240,242,244,246,248,250,252,254,256,258,260,262,264,266,268,270,272,274,276,278,280,282,284,286,288,290,292,294,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,350,352,354,356,358,360,362,364,366,368,370,372,374,376,378,380,382,384,386,388,390,392,394,396,398,400,402,404,406,408,410,412,414,416,418,420,422,424,426,428,430,432,434,436,438,440,442,444,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478,480,482,484,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731],{"categories":166},[167],"Developer Productivity",{"categories":169},[170],"Business & SaaS",{"categories":172},[173],"AI & LLMs",{"categories":175},[176],"AI Automation",{"categories":178},[179],"Product Strategy",{"categories":181},[173],{"categories":183},[167],{"categories":185},[170],{"categories":187},[],{"categories":189},[173],{"categories":191},[],{"categories":193},[194],"AI News & Trends",{"categories":196},[176],{"categories":198},[194],{"categories":200},[176],{"categories":202},[176],{"categories":204},[173],{"categories":206},[173],{"categories":208},[194],{"categories":210},[173],{"categories":212},[],{"categories":214},[140],{"categories":216},[217],"Data Science & Visualization",{"categories":219},[194],{"categories":221},[],{"categories":223},[224],"Software Engineering",{"categories":226},[173],{"categories":228},[176],{"categories":230},[231],"Marketing & Growth",{"categories":233},[173],{"categories":235},[176],{"categories":237},[],{"categories":239},[],{"categories":241},[140],{"categories":243},[176],{"categories":245},[167],{"categories":247},[140],{"categories":249},[173],{"categories":251},[176],{"categories":253},[194],{"categories":255},[],{"categories":257},[],{"categories":259},[176],{"categories":261},[224],{"categories":263},[],{"categories":265},[170],{"categories":267},[],{"categories":269},[],{"categories":271},[176],{"categories":273},[176],{"categories":275},[173],{"categories":277},[],{"categories":279},[224],{"categories":281},[],{"categories":283},[],{"categories":285},[],{"categories":287},[173],{"categories":289},[231],{"categories":291},[140],{"categories":293},[140],{"categories":295},[173],{"categories":297},[176],{"categories":299},[173],{"categories":301},[173],{"categories":303},[176],{"categories":305},[176],{"categories":307},[217],{"categories":309},[194],{"categories":311},[176],{"categories":313},[231],{"categories":315},[176],{"categories":317},[179],{"categories":319},[],{"categories":321},[176],{"categories":323},[],{"categories":325},[176],{"categories":327},[224],{"categories":329},[140],{"categories":331},[173],{"categories":333},[],{"categories":335},[],{"categories":337},[176],{"categories":339},[],{"categories":341},[173],{"categories":343},[],{"categories":345},[167],{"categories":347},[224],{"categories":349},[170],{"categories":351},[194],{"categories":353},[173],{"categories":355},[],{"categories":357},[173],{"categories":359},[],{"categories":361},[224],{"categories":363},[217],{"categories":365},[],{"categories":367},[173],{"categories":369},[140],{"categories":371},[],{"categories":373},[140],{"categories":375},[176],{"categories":377},[],{"categories":379},[176],{"categories":381},[194],{"categories":383},[173],{"categories":385},[],{"categories":387},[176],{"categories":389},[173],{"categories":391},[179],{"categories":393},[],{"categories":395},[173],{"categories":397},[176],{"categories":399},[176],{"categories":401},[],{"categories":403},[217],{"categories":405},[173],{"categories":407},[],{"categories":409},[167],{"categories":411},[170],{"categories":413},[173],{"categories":415},[176],{"categories":417},[224],{"categories":419},[173],{"categories":421},[],{"categories":423},[],{"categories":425},[173],{"categories":427},[],{"categories":429},[140],{"categories":431},[],{"categories":433},[173],{"categories":435},[],{"categories":437},[176],{"categories":439},[173],{"categories":441},[140],{"categories":443},[],{"categories":445},[173],{"categories":447},[173],{"categories":449},[170],{"categories":451},[176],{"categories":453},[173],{"categories":455},[140],{"categories":457},[176],{"categories":459},[],{"categories":461},[],{"categories":463},[194],{"categories":465},[],{"categories":467},[173],{"categories":469},[170,231],{"categories":471},[],{"categories":473},[173],{"categories":475},[],{"categories":477},[],{"categories":479},[173],{"categories":481},[],{"categories":483},[173],{"categories":485},[486],"DevOps & Cloud",{"categories":488},[],{"categories":490},[194],{"categories":492},[140],{"categories":494},[],{"categories":496},[194],{"categories":498},[194],{"categories":500},[173],{"categories":502},[231],{"categories":504},[],{"categories":506},[170],{"categories":508},[],{"categories":510},[173,486],{"categories":512},[173],{"categories":514},[173],{"categories":516},[176],{"categories":518},[173,224],{"categories":520},[217],{"categories":522},[173],{"categories":524},[231],{"categories":526},[176],{"categories":528},[176],{"categories":530},[],{"categories":532},[176],{"categories":534},[173,170],{"categories":536},[],{"categories":538},[140],{"categories":540},[140],{"categories":542},[],{"categories":544},[],{"categories":546},[194],{"categories":548},[],{"categories":550},[167],{"categories":552},[224],{"categories":554},[173],{"categories":556},[140],{"categories":558},[176],{"categories":560},[224],{"categories":562},[194],{"categories":564},[140],{"categories":566},[],{"categories":568},[173],{"categories":570},[173],{"categories":572},[173],{"categories":574},[194],{"categories":576},[167],{"categories":578},[173],{"categories":580},[176],{"categories":582},[486],{"categories":584},[140],{"categories":586},[176],{"categories":588},[],{"categories":590},[],{"categories":592},[140],{"categories":594},[194],{"categories":596},[217],{"categories":598},[],{"categories":600},[173],{"categories":602},[173],{"categories":604},[170],{"categories":606},[173],{"categories":608},[173],{"categories":610},[194],{"categories":612},[],{"categories":614},[176],{"categories":616},[224],{"categories":618},[],{"categories":620},[173],{"categories":622},[173],{"categories":624},[176],{"categories":626},[],{"categories":628},[],{"categories":630},[173],{"categories":632},[],{"categories":634},[170],{"categories":636},[176],{"categories":638},[],{"categories":640},[167],{"categories":642},[173],{"categories":644},[170],{"categories":646},[194],{"categories":648},[],{"categories":650},[],{"categories":652},[],{"categories":654},[194],{"categories":656},[194],{"categories":658},[],{"categories":660},[],{"categories":662},[170],{"categories":664},[],{"categories":666},[],{"categories":668},[167],{"categories":670},[],{"categories":672},[231],{"categories":674},[176],{"categories":676},[170],{"categories":678},[176],{"categories":680},[],{"categories":682},[179],{"categories":684},[140],{"categories":686},[224],{"categories":688},[173],{"categories":690},[176],{"categories":692},[170],{"categories":694},[173],{"categories":696},[],{"categories":698},[],{"categories":700},[224],{"categories":702},[217],{"categories":704},[179],{"categories":706},[176],{"categories":708},[173],{"categories":710},[],{"categories":712},[486],{"categories":714},[],{"categories":716},[176],{"categories":718},[],{"categories":720},[],{"categories":722},[173],{"categories":724},[140],{"categories":726},[231],{"categories":728},[176],{"categories":730},[],{"categories":732},[167],{"categories":734},[],{"categories":736},[194],{"categories":738},[173,486],{"categories":740},[194],{"categories":742},[173],{"categories":744},[170],{"categories":746},[173],{"categories":748},[],{"categories":750},[170],{"categories":752},[],{"categories":754},[224],{"categories":756},[140],{"categories":758},[194],{"categories":760},[217],{"categories":762},[167],{"categories":764},[173],{"categories":766},[224],{"categories":768},[],{"categories":770},[],{"categories":772},[179],{"categories":774},[],{"categories":776},[173],{"categories":778},[],{"categories":780},[140],{"categories":782},[140],{"categories":784},[140],{"categories":786},[],{"categories":788},[],{"categories":790},[194],{"categories":792},[176],{"categories":794},[173],{"categories":796},[173],{"categories":798},[173],{"categories":800},[170],{"categories":802},[173],{"categories":804},[],{"categories":806},[224],{"categories":808},[224],{"categories":810},[170],{"categories":812},[],{"categories":814},[173],{"categories":816},[173],{"categories":818},[170],{"categories":820},[194],{"categories":822},[231],{"categories":824},[176],{"categories":826},[],{"categories":828},[140],{"categories":830},[],{"categories":832},[173],{"categories":834},[],{"categories":836},[170],{"categories":838},[176],{"categories":840},[],{"categories":842},[486],{"categories":844},[217],{"categories":846},[224],{"categories":848},[231],{"categories":850},[224],{"categories":852},[176],{"categories":854},[],{"categories":856},[],{"categories":858},[176],{"categories":860},[167],{"categories":862},[176],{"categories":864},[179],{"categories":866},[170],{"categories":868},[],{"categories":870},[173],{"categories":872},[179],{"categories":874},[173],{"categories":876},[173],{"categories":878},[231],{"categories":880},[140],{"categories":882},[176],{"categories":884},[],{"categories":886},[],{"categories":888},[486],{"categories":890},[224],{"categories":892},[],{"categories":894},[176],{"categories":896},[173],{"categories":898},[140,173],{"categories":900},[167],{"categories":902},[],{"categories":904},[173],{"categories":906},[167],{"categories":908},[140],{"categories":910},[176],{"categories":912},[224],{"categories":914},[],{"categories":916},[173],{"categories":918},[],{"categories":920},[167],{"categories":922},[],{"categories":924},[176],{"categories":926},[179],{"categories":928},[173],{"categories":930},[173],{"categories":932},[140],{"categories":934},[176],{"categories":936},[486],{"categories":938},[140],{"categories":940},[176],{"categories":942},[173],{"categories":944},[173],{"categories":946},[173],{"categories":948},[194],{"categories":950},[],{"categories":952},[179],{"categories":954},[176],{"categories":956},[140],{"categories":958},[176],{"categories":960},[224],{"categories":962},[140],{"categories":964},[176],{"categories":966},[194],{"categories":968},[],{"categories":970},[173],{"categories":972},[140],{"categories":974},[173],{"categories":976},[167],{"categories":978},[194],{"categories":980},[173],{"categories":982},[231],{"categories":984},[173],{"categories":986},[173],{"categories":988},[176],{"categories":990},[176],{"categories":992},[173],{"categories":994},[176],{"categories":996},[140],{"categories":998},[173],{"categories":1000},[],{"categories":1002},[],{"categories":1004},[224],{"categories":1006},[],{"categories":1008},[167],{"categories":1010},[486],{"categories":1012},[],{"categories":1014},[167],{"categories":1016},[170],{"categories":1018},[231],{"categories":1020},[],{"categories":1022},[170],{"categories":1024},[],{"categories":1026},[],{"categories":1028},[],{"categories":1030},[],{"categories":1032},[],{"categories":1034},[173],{"categories":1036},[176],{"categories":1038},[486],{"categories":1040},[167],{"categories":1042},[173],{"categories":1044},[224],{"categories":1046},[179],{"categories":1048},[173],{"categories":1050},[231],{"categories":1052},[173],{"categories":1054},[173],{"categories":1056},[173],{"categories":1058},[173,167],{"categories":1060},[224],{"categories":1062},[224],{"categories":1064},[140],{"categories":1066},[173],{"categories":1068},[],{"categories":1070},[],{"categories":1072},[],{"categories":1074},[224],{"categories":1076},[217],{"categories":1078},[194],{"categories":1080},[140],{"categories":1082},[],{"categories":1084},[173],{"categories":1086},[173],{"categories":1088},[],{"categories":1090},[],{"categories":1092},[176],{"categories":1094},[173],{"categories":1096},[170],{"categories":1098},[],{"categories":1100},[167],{"categories":1102},[173],{"categories":1104},[167],{"categories":1106},[173],{"categories":1108},[224],{"categories":1110},[231],{"categories":1112},[173,140],{"categories":1114},[194],{"categories":1116},[140],{"categories":1118},[],{"categories":1120},[486],{"categories":1122},[140],{"categories":1124},[176],{"categories":1126},[],{"categories":1128},[],{"categories":1130},[],{"categories":1132},[],{"categories":1134},[224],{"categories":1136},[176],{"categories":1138},[176],{"categories":1140},[173],{"categories":1142},[173],{"categories":1144},[],{"categories":1146},[140],{"categories":1148},[],{"categories":1150},[],{"categories":1152},[176],{"categories":1154},[],{"categories":1156},[],{"categories":1158},[231],{"categories":1160},[231],{"categories":1162},[176],{"categories":1164},[],{"categories":1166},[173],{"categories":1168},[173],{"categories":1170},[224],{"categories":1172},[140],{"categories":1174},[140],{"categories":1176},[176],{"categories":1178},[167],{"categories":1180},[173],{"categories":1182},[140],{"categories":1184},[140],{"categories":1186},[176],{"categories":1188},[176],{"categories":1190},[173],{"categories":1192},[],{"categories":1194},[],{"categories":1196},[173],{"categories":1198},[176],{"categories":1200},[194],{"categories":1202},[224],{"categories":1204},[167],{"categories":1206},[173],{"categories":1208},[],{"categories":1210},[176],{"categories":1212},[176],{"categories":1214},[],{"categories":1216},[167],{"categories":1218},[173],{"categories":1220},[167],{"categories":1222},[167],{"categories":1224},[],{"categories":1226},[],{"categories":1228},[176],{"categories":1230},[176],{"categories":1232},[173],{"categories":1234},[173],{"categories":1236},[194],{"categories":1238},[217],{"categories":1240},[179],{"categories":1242},[194],{"categories":1244},[140],{"categories":1246},[],{"categories":1248},[194],{"categories":1250},[],{"categories":1252},[],{"categories":1254},[],{"categories":1256},[],{"categories":1258},[224],{"categories":1260},[217],{"categories":1262},[],{"categories":1264},[173],{"categories":1266},[173],{"categories":1268},[217],{"categories":1270},[224],{"categories":1272},[],{"categories":1274},[],{"categories":1276},[176],{"categories":1278},[194],{"categories":1280},[194],{"categories":1282},[176],{"categories":1284},[167],{"categories":1286},[173,486],{"categories":1288},[],{"categories":1290},[140],{"categories":1292},[167],{"categories":1294},[176],{"categories":1296},[140],{"categories":1298},[],{"categories":1300},[176],{"categories":1302},[176],{"categories":1304},[173],{"categories":1306},[231],{"categories":1308},[224],{"categories":1310},[140],{"categories":1312},[],{"categories":1314},[176],{"categories":1316},[173],{"categories":1318},[176],{"categories":1320},[176],{"categories":1322},[176],{"categories":1324},[231],{"categories":1326},[176],{"categories":1328},[173],{"categories":1330},[],{"categories":1332},[231],{"categories":1334},[194],{"categories":1336},[176],{"categories":1338},[],{"categories":1340},[],{"categories":1342},[173],{"categories":1344},[176],{"categories":1346},[194],{"categories":1348},[176],{"categories":1350},[],{"categories":1352},[],{"categories":1354},[],{"categories":1356},[176],{"categories":1358},[],{"categories":1360},[],{"categories":1362},[217],{"categories":1364},[173],{"categories":1366},[217],{"categories":1368},[194],{"categories":1370},[173],{"categories":1372},[173],{"categories":1374},[176],{"categories":1376},[173],{"categories":1378},[],{"categories":1380},[],{"categories":1382},[486],{"categories":1384},[],{"categories":1386},[],{"categories":1388},[167],{"categories":1390},[],{"categories":1392},[],{"categories":1394},[],{"categories":1396},[],{"categories":1398},[224],{"categories":1400},[194],{"categories":1402},[231],{"categories":1404},[170],{"categories":1406},[173],{"categories":1408},[173],{"categories":1410},[170],{"categories":1412},[],{"categories":1414},[140],{"categories":1416},[176],{"categories":1418},[170],{"categories":1420},[173],{"categories":1422},[173],{"categories":1424},[167],{"categories":1426},[],{"categories":1428},[167],{"categories":1430},[173],{"categories":1432},[231],{"categories":1434},[176],{"categories":1436},[194],{"categories":1438},[170],{"categories":1440},[173],{"categories":1442},[176],{"categories":1444},[],{"categories":1446},[173],{"categories":1448},[167],{"categories":1450},[173],{"categories":1452},[],{"categories":1454},[194],{"categories":1456},[173],{"categories":1458},[],{"categories":1460},[170],{"categories":1462},[173],{"categories":1464},[],{"categories":1466},[],{"categories":1468},[],{"categories":1470},[173],{"categories":1472},[],{"categories":1474},[486],{"categories":1476},[173],{"categories":1478},[],{"categories":1480},[173],{"categories":1482},[173],{"categories":1484},[173],{"categories":1486},[173,486],{"categories":1488},[173],{"categories":1490},[173],{"categories":1492},[140],{"categories":1494},[176],{"categories":1496},[],{"categories":1498},[176],{"categories":1500},[173],{"categories":1502},[173],{"categories":1504},[173],{"categories":1506},[167],{"categories":1508},[167],{"categories":1510},[224],{"categories":1512},[140],{"categories":1514},[176],{"categories":1516},[],{"categories":1518},[173],{"categories":1520},[194],{"categories":1522},[173],{"categories":1524},[170],{"categories":1526},[],{"categories":1528},[486],{"categories":1530},[140],{"categories":1532},[140],{"categories":1534},[176],{"categories":1536},[194],{"categories":1538},[176],{"categories":1540},[173],{"categories":1542},[],{"categories":1544},[173],{"categories":1546},[],{"categories":1548},[],{"categories":1550},[173],{"categories":1552},[173],{"categories":1554},[173],{"categories":1556},[176],{"categories":1558},[173],{"categories":1560},[],{"categories":1562},[217],{"categories":1564},[176],{"categories":1566},[],{"categories":1568},[173],{"categories":1570},[194],{"categories":1572},[],{"categories":1574},[140],{"categories":1576},[486],{"categories":1578},[194],{"categories":1580},[224],{"categories":1582},[224],{"categories":1584},[194],{"categories":1586},[194],{"categories":1588},[486],{"categories":1590},[],{"categories":1592},[194],{"categories":1594},[173],{"categories":1596},[167],{"categories":1598},[194],{"categories":1600},[],{"categories":1602},[217],{"categories":1604},[194],{"categories":1606},[224],{"categories":1608},[194],{"categories":1610},[486],{"categories":1612},[173],{"categories":1614},[173],{"categories":1616},[],{"categories":1618},[170],{"categories":1620},[],{"categories":1622},[],{"categories":1624},[173],{"categories":1626},[173],{"categories":1628},[173],{"categories":1630},[173],{"categories":1632},[],{"categories":1634},[217],{"categories":1636},[167],{"categories":1638},[],{"categories":1640},[173],{"categories":1642},[173],{"categories":1644},[486],{"categories":1646},[486],{"categories":1648},[],{"categories":1650},[176],{"categories":1652},[194],{"categories":1654},[194],{"categories":1656},[173],{"categories":1658},[176],{"categories":1660},[],{"categories":1662},[140],{"categories":1664},[173],{"categories":1666},[173],{"categories":1668},[],{"categories":1670},[],{"categories":1672},[486],{"categories":1674},[173],{"categories":1676},[224],{"categories":1678},[170],{"categories":1680},[173],{"categories":1682},[],{"categories":1684},[176],{"categories":1686},[167],{"categories":1688},[167],{"categories":1690},[],{"categories":1692},[173],{"categories":1694},[140],{"categories":1696},[176],{"categories":1698},[],{"categories":1700},[173],{"categories":1702},[173],{"categories":1704},[176],{"categories":1706},[],{"categories":1708},[176],{"categories":1710},[224],{"categories":1712},[],{"categories":1714},[173],{"categories":1716},[],{"categories":1718},[173],{"categories":1720},[],{"categories":1722},[173],{"categories":1724},[173],{"categories":1726},[],{"categories":1728},[173],{"categories":1730},[194],{"categories":1732},[173],{"categories":1734},[173],{"categories":1736},[167],{"categories":1738},[173],{"categories":1740},[194],{"categories":1742},[176],{"categories":1744},[],{"categories":1746},[173],{"categories":1748},[231],{"categories":1750},[],{"categories":1752},[],{"categories":1754},[],{"categories":1756},[167],{"categories":1758},[194],{"categories":1760},[176],{"categories":1762},[173],{"categories":1764},[140],{"categories":1766},[176],{"categories":1768},[],{"categories":1770},[176],{"categories":1772},[],{"categories":1774},[173],{"categories":1776},[176],{"categories":1778},[173],{"categories":1780},[],{"categories":1782},[173],{"categories":1784},[173],{"categories":1786},[194],{"categories":1788},[140],{"categories":1790},[176],{"categories":1792},[140],{"categories":1794},[170],{"categories":1796},[],{"categories":1798},[],{"categories":1800},[173],{"categories":1802},[167],{"categories":1804},[194],{"categories":1806},[],{"categories":1808},[],{"categories":1810},[224],{"categories":1812},[140],{"categories":1814},[],{"categories":1816},[173],{"categories":1818},[],{"categories":1820},[231],{"categories":1822},[173],{"categories":1824},[486],{"categories":1826},[224],{"categories":1828},[],{"categories":1830},[176],{"categories":1832},[173],{"categories":1834},[176],{"categories":1836},[176],{"categories":1838},[173],{"categories":1840},[],{"categories":1842},[167],{"categories":1844},[173],{"categories":1846},[170],{"categories":1848},[224],{"categories":1850},[140],{"categories":1852},[],{"categories":1854},[],{"categories":1856},[],{"categories":1858},[176],{"categories":1860},[140],{"categories":1862},[194],{"categories":1864},[173],{"categories":1866},[194],{"categories":1868},[140],{"categories":1870},[],{"categories":1872},[140],{"categories":1874},[194],{"categories":1876},[170],{"categories":1878},[173],{"categories":1880},[194],{"categories":1882},[231],{"categories":1884},[],{"categories":1886},[],{"categories":1888},[217],{"categories":1890},[173,224],{"categories":1892},[194],{"categories":1894},[173],{"categories":1896},[176],{"categories":1898},[176],{"categories":1900},[173],{"categories":1902},[],{"categories":1904},[224],{"categories":1906},[173],{"categories":1908},[217],{"categories":1910},[176],{"categories":1912},[231],{"categories":1914},[486],{"categories":1916},[],{"categories":1918},[167],{"categories":1920},[176],{"categories":1922},[176],{"categories":1924},[224],{"categories":1926},[173],{"categories":1928},[173],{"categories":1930},[],{"categories":1932},[],{"categories":1934},[],{"categories":1936},[486],{"categories":1938},[194],{"categories":1940},[173],{"categories":1942},[173],{"categories":1944},[173],{"categories":1946},[],{"categories":1948},[217],{"categories":1950},[170],{"categories":1952},[],{"categories":1954},[176],{"categories":1956},[486],{"categories":1958},[],{"categories":1960},[140],{"categories":1962},[140],{"categories":1964},[],{"categories":1966},[224],{"categories":1968},[140],{"categories":1970},[173],{"categories":1972},[],{"categories":1974},[194],{"categories":1976},[173],{"categories":1978},[140],{"categories":1980},[176],{"categories":1982},[194],{"categories":1984},[],{"categories":1986},[176],{"categories":1988},[140],{"categories":1990},[173],{"categories":1992},[],{"categories":1994},[173],{"categories":1996},[173],{"categories":1998},[486],{"categories":2000},[194],{"categories":2002},[217],{"categories":2004},[217],{"categories":2006},[],{"categories":2008},[],{"categories":2010},[],{"categories":2012},[176],{"categories":2014},[224],{"categories":2016},[224],{"categories":2018},[],{"categories":2020},[],{"categories":2022},[173],{"categories":2024},[],{"categories":2026},[176],{"categories":2028},[173],{"categories":2030},[],{"categories":2032},[173],{"categories":2034},[170],{"categories":2036},[173],{"categories":2038},[231],{"categories":2040},[176],{"categories":2042},[173],{"categories":2044},[224],{"categories":2046},[194],{"categories":2048},[176],{"categories":2050},[],{"categories":2052},[194],{"categories":2054},[176],{"categories":2056},[176],{"categories":2058},[],{"categories":2060},[170],{"categories":2062},[176],{"categories":2064},[],{"categories":2066},[173],{"categories":2068},[167],{"categories":2070},[194],{"categories":2072},[486],{"categories":2074},[176],{"categories":2076},[176],{"categories":2078},[167],{"categories":2080},[173],{"categories":2082},[],{"categories":2084},[],{"categories":2086},[140],{"categories":2088},[173,170],{"categories":2090},[],{"categories":2092},[167],{"categories":2094},[217],{"categories":2096},[173],{"categories":2098},[224],{"categories":2100},[173],{"categories":2102},[176],{"categories":2104},[173],{"categories":2106},[173],{"categories":2108},[194],{"categories":2110},[176],{"categories":2112},[],{"categories":2114},[],{"categories":2116},[176],{"categories":2118},[173],{"categories":2120},[486],{"categories":2122},[],{"categories":2124},[173],{"categories":2126},[176],{"categories":2128},[],{"categories":2130},[173],{"categories":2132},[231],{"categories":2134},[217],{"categories":2136},[176],{"categories":2138},[173],{"categories":2140},[486],{"categories":2142},[],{"categories":2144},[173],{"categories":2146},[231],{"categories":2148},[140],{"categories":2150},[173],{"categories":2152},[],{"categories":2154},[231],{"categories":2156},[194],{"categories":2158},[173],{"categories":2160},[173],{"categories":2162},[167],{"categories":2164},[],{"categories":2166},[],{"categories":2168},[140],{"categories":2170},[173],{"categories":2172},[217],{"categories":2174},[231],{"categories":2176},[231],{"categories":2178},[194],{"categories":2180},[],{"categories":2182},[],{"categories":2184},[173],{"categories":2186},[],{"categories":2188},[173,224],{"categories":2190},[194],{"categories":2192},[176],{"categories":2194},[224],{"categories":2196},[173],{"categories":2198},[167],{"categories":2200},[],{"categories":2202},[],{"categories":2204},[167],{"categories":2206},[231],{"categories":2208},[173],{"categories":2210},[],{"categories":2212},[140,173],{"categories":2214},[486],{"categories":2216},[167],{"categories":2218},[],{"categories":2220},[170],{"categories":2222},[170],{"categories":2224},[173],{"categories":2226},[224],{"categories":2228},[176],{"categories":2230},[194],{"categories":2232},[231],{"categories":2234},[140],{"categories":2236},[173],{"categories":2238},[173],{"categories":2240},[173],{"categories":2242},[167],{"categories":2244},[173],{"categories":2246},[176],{"categories":2248},[194],{"categories":2250},[],{"categories":2252},[],{"categories":2254},[217],{"categories":2256},[224],{"categories":2258},[173],{"categories":2260},[140],{"categories":2262},[217],{"categories":2264},[173],{"categories":2266},[173],{"categories":2268},[176],{"categories":2270},[176],{"categories":2272},[173,170],{"categories":2274},[],{"categories":2276},[140],{"categories":2278},[],{"categories":2280},[173],{"categories":2282},[194],{"categories":2284},[167],{"categories":2286},[167],{"categories":2288},[176],{"categories":2290},[173],{"categories":2292},[170],{"categories":2294},[224],{"categories":2296},[231],{"categories":2298},[],{"categories":2300},[194],{"categories":2302},[173],{"categories":2304},[173],{"categories":2306},[194],{"categories":2308},[224],{"categories":2310},[173],{"categories":2312},[176],{"categories":2314},[194],{"categories":2316},[173],{"categories":2318},[140],{"categories":2320},[173],{"categories":2322},[173],{"categories":2324},[486],{"categories":2326},[179],{"categories":2328},[176],{"categories":2330},[173],{"categories":2332},[194],{"categories":2334},[176],{"categories":2336},[231],{"categories":2338},[173],{"categories":2340},[],{"categories":2342},[173],{"categories":2344},[],{"categories":2346},[],{"categories":2348},[],{"categories":2350},[170],{"categories":2352},[173],{"categories":2354},[176],{"categories":2356},[194],{"categories":2358},[194],{"categories":2360},[194],{"categories":2362},[194],{"categories":2364},[],{"categories":2366},[167],{"categories":2368},[176],{"categories":2370},[194],{"categories":2372},[167],{"categories":2374},[176],{"categories":2376},[173],{"categories":2378},[173,176],{"categories":2380},[176],{"categories":2382},[486],{"categories":2384},[194],{"categories":2386},[194],{"categories":2388},[176],{"categories":2390},[173],{"categories":2392},[],{"categories":2394},[194],{"categories":2396},[231],{"categories":2398},[167],{"categories":2400},[173],{"categories":2402},[173],{"categories":2404},[],{"categories":2406},[224],{"categories":2408},[],{"categories":2410},[167],{"categories":2412},[176],{"categories":2414},[194],{"categories":2416},[173],{"categories":2418},[194],{"categories":2420},[167],{"categories":2422},[194],{"categories":2424},[194],{"categories":2426},[],{"categories":2428},[170],{"categories":2430},[176],{"categories":2432},[194],{"categories":2434},[194],{"categories":2436},[194],{"categories":2438},[194],{"categories":2440},[194],{"categories":2442},[194],{"categories":2444},[194],{"categories":2446},[194],{"categories":2448},[194],{"categories":2450},[194],{"categories":2452},[217],{"categories":2454},[167],{"categories":2456},[173],{"categories":2458},[173],{"categories":2460},[],{"categories":2462},[173,167],{"categories":2464},[],{"categories":2466},[176],{"categories":2468},[194],{"categories":2470},[176],{"categories":2472},[173],{"categories":2474},[173],{"categories":2476},[173],{"categories":2478},[173],{"categories":2480},[173],{"categories":2482},[176],{"categories":2484},[170],{"categories":2486},[140],{"categories":2488},[194],{"categories":2490},[173],{"categories":2492},[],{"categories":2494},[],{"categories":2496},[176],{"categories":2498},[140],{"categories":2500},[173],{"categories":2502},[],{"categories":2504},[],{"categories":2506},[231],{"categories":2508},[173],{"categories":2510},[],{"categories":2512},[],{"categories":2514},[167],{"categories":2516},[170],{"categories":2518},[173],{"categories":2520},[170],{"categories":2522},[140],{"categories":2524},[],{"categories":2526},[194],{"categories":2528},[],{"categories":2530},[140],{"categories":2532},[173],{"categories":2534},[231],{"categories":2536},[],{"categories":2538},[231],{"categories":2540},[],{"categories":2542},[],{"categories":2544},[176],{"categories":2546},[],{"categories":2548},[170],{"categories":2550},[167],{"categories":2552},[140],{"categories":2554},[224],{"categories":2556},[],{"categories":2558},[],{"categories":2560},[173],{"categories":2562},[167],{"categories":2564},[231],{"categories":2566},[],{"categories":2568},[176],{"categories":2570},[176],{"categories":2572},[194],{"categories":2574},[173],{"categories":2576},[176],{"categories":2578},[173],{"categories":2580},[176],{"categories":2582},[173],{"categories":2584},[179],{"categories":2586},[194],{"categories":2588},[],{"categories":2590},[231],{"categories":2592},[224],{"categories":2594},[176],{"categories":2596},[],{"categories":2598},[173],{"categories":2600},[176],{"categories":2602},[170],{"categories":2604},[167],{"categories":2606},[173],{"categories":2608},[140],{"categories":2610},[224],{"categories":2612},[224],{"categories":2614},[173],{"categories":2616},[217],{"categories":2618},[173],{"categories":2620},[176],{"categories":2622},[170],{"categories":2624},[176],{"categories":2626},[173],{"categories":2628},[173],{"categories":2630},[176],{"categories":2632},[194],{"categories":2634},[],{"categories":2636},[167],{"categories":2638},[173],{"categories":2640},[176],{"categories":2642},[173],{"categories":2644},[173],{"categories":2646},[],{"categories":2648},[140],{"categories":2650},[170],{"categories":2652},[194],{"categories":2654},[173],{"categories":2656},[173],{"categories":2658},[140],{"categories":2660},[231],{"categories":2662},[217],{"categories":2664},[173],{"categories":2666},[194],{"categories":2668},[173],{"categories":2670},[176],{"categories":2672},[486],{"categories":2674},[173],{"categories":2676},[176],{"categories":2678},[217],{"categories":2680},[],{"categories":2682},[176],{"categories":2684},[224],{"categories":2686},[140],{"categories":2688},[173],{"categories":2690},[167],{"categories":2692},[170],{"categories":2694},[224],{"categories":2696},[],{"categories":2698},[176],{"categories":2700},[173],{"categories":2702},[],{"categories":2704},[194],{"categories":2706},[],{"categories":2708},[194],{"categories":2710},[173],{"categories":2712},[176],{"categories":2714},[176],{"categories":2716},[176],{"categories":2718},[],{"categories":2720},[],{"categories":2722},[173],{"categories":2724},[173],{"categories":2726},[],{"categories":2728},[140],{"categories":2730},[176],{"categories":2732},[231],{"categories":2734},[167],{"categories":2736},[],{"categories":2738},[],{"categories":2740},[194],{"categories":2742},[224],{"categories":2744},[173],{"categories":2746},[173],{"categories":2748},[173],{"categories":2750},[224],{"categories":2752},[194],{"categories":2754},[140],{"categories":2756},[173],{"categories":2758},[173],{"categories":2760},[173],{"categories":2762},[194],{"categories":2764},[173],{"categories":2766},[194],{"categories":2768},[176],{"categories":2770},[176],{"categories":2772},[224],{"categories":2774},[176],{"categories":2776},[173],{"categories":2778},[224],{"categories":2780},[140],{"categories":2782},[],{"categories":2784},[176],{"categories":2786},[],{"categories":2788},[],{"categories":2790},[170],{"categories":2792},[173],{"categories":2794},[176],{"categories":2796},[167],{"categories":2798},[176],{"categories":2800},[231],{"categories":2802},[],{"categories":2804},[176],{"categories":2806},[],{"categories":2808},[167],{"categories":2810},[176],{"categories":2812},[],{"categories":2814},[176],{"categories":2816},[173],{"categories":2818},[194],{"categories":2820},[173],{"categories":2822},[176],{"categories":2824},[194],{"categories":2826},[176],{"categories":2828},[224],{"categories":2830},[140],{"categories":2832},[167],{"categories":2834},[],{"categories":2836},[176],{"categories":2838},[140],{"categories":2840},[194],{"categories":2842},[173],{"categories":2844},[140],{"categories":2846},[167],{"categories":2848},[],{"categories":2850},[176],{"categories":2852},[176],{"categories":2854},[173],{"categories":2856},[],{"categories":2858},[176],{"categories":2860},[179],{"categories":2862},[194],{"categories":2864},[176],{"categories":2866},[170],{"categories":2868},[],{"categories":2870},[173],{"categories":2872},[179],{"categories":2874},[173],{"categories":2876},[176],{"categories":2878},[194],{"categories":2880},[167],{"categories":2882},[486],{"categories":2884},[173],{"categories":2886},[173],{"categories":2888},[173],{"categories":2890},[194],{"categories":2892},[170],{"categories":2894},[173],{"categories":2896},[140],{"categories":2898},[194],{"categories":2900},[486],{"categories":2902},[173],{"categories":2904},[],{"categories":2906},[],{"categories":2908},[486],{"categories":2910},[217],{"categories":2912},[176],{"categories":2914},[176],{"categories":2916},[194],{"categories":2918},[173],{"categories":2920},[167],{"categories":2922},[140],{"categories":2924},[176],{"categories":2926},[173],{"categories":2928},[231],{"categories":2930},[173],{"categories":2932},[176],{"categories":2934},[],{"categories":2936},[173],{"categories":2938},[173],{"categories":2940},[194],{"categories":2942},[167],{"categories":2944},[],{"categories":2946},[173],{"categories":2948},[173],{"categories":2950},[224],{"categories":2952},[140],{"categories":2954},[173,176],{"categories":2956},[231,170],{"categories":2958},[173],{"categories":2960},[],{"categories":2962},[176],{"categories":2964},[],{"categories":2966},[224],{"categories":2968},[173],{"categories":2970},[194],{"categories":2972},[],{"categories":2974},[176],{"categories":2976},[],{"categories":2978},[176],{"categories":2980},[167],{"categories":2982},[176],{"categories":2984},[173],{"categories":2986},[486],{"categories":2988},[231],{"categories":2990},[170],{"categories":2992},[170],{"categories":2994},[167],{"categories":2996},[167],{"categories":2998},[173],{"categories":3000},[176],{"categories":3002},[173],{"categories":3004},[173],{"categories":3006},[167],{"categories":3008},[173],{"categories":3010},[231],{"categories":3012},[194],{"categories":3014},[173],{"categories":3016},[176],{"categories":3018},[173],{"categories":3020},[],{"categories":3022},[224],{"categories":3024},[],{"categories":3026},[176],{"categories":3028},[167],{"categories":3030},[],{"categories":3032},[486],{"categories":3034},[173],{"categories":3036},[],{"categories":3038},[194],{"categories":3040},[176],{"categories":3042},[224],{"categories":3044},[173],{"categories":3046},[176],{"categories":3048},[224],{"categories":3050},[176],{"categories":3052},[194],{"categories":3054},[167],{"categories":3056},[194],{"categories":3058},[224],{"categories":3060},[173],{"categories":3062},[140],{"categories":3064},[173],{"categories":3066},[173],{"categories":3068},[173],{"categories":3070},[173],{"categories":3072},[176],{"categories":3074},[173],{"categories":3076},[176],{"categories":3078},[173],{"categories":3080},[167],{"categories":3082},[173],{"categories":3084},[176],{"categories":3086},[140],{"categories":3088},[167],{"categories":3090},[176],{"categories":3092},[140],{"categories":3094},[],{"categories":3096},[173],{"categories":3098},[173],{"categories":3100},[224],{"categories":3102},[],{"categories":3104},[176],{"categories":3106},[231],{"categories":3108},[173],{"categories":3110},[194],{"categories":3112},[231],{"categories":3114},[176],{"categories":3116},[170],{"categories":3118},[170],{"categories":3120},[173],{"categories":3122},[167],{"categories":3124},[],{"categories":3126},[173],{"categories":3128},[],{"categories":3130},[167],{"categories":3132},[173],{"categories":3134},[176],{"categories":3136},[176],{"categories":3138},[],{"categories":3140},[224],{"categories":3142},[224],{"categories":3144},[231],{"categories":3146},[140],{"categories":3148},[],{"categories":3150},[173],{"categories":3152},[167],{"categories":3154},[173],{"categories":3156},[224],{"categories":3158},[167],{"categories":3160},[194],{"categories":3162},[194],{"categories":3164},[],{"categories":3166},[194],{"categories":3168},[176],{"categories":3170},[140],{"categories":3172},[217],{"categories":3174},[173],{"categories":3176},[],{"categories":3178},[194],{"categories":3180},[224],{"categories":3182},[170],{"categories":3184},[173],{"categories":3186},[167],{"categories":3188},[486],{"categories":3190},[167],{"categories":3192},[],{"categories":3194},[],{"categories":3196},[194],{"categories":3198},[],{"categories":3200},[176],{"categories":3202},[176],{"categories":3204},[176],{"categories":3206},[],{"categories":3208},[173],{"categories":3210},[],{"categories":3212},[194],{"categories":3214},[167],{"categories":3216},[140],{"categories":3218},[173],{"categories":3220},[194],{"categories":3222},[194],{"categories":3224},[],{"categories":3226},[194],{"categories":3228},[167],{"categories":3230},[173],{"categories":3232},[],{"categories":3234},[176],{"categories":3236},[176],{"categories":3238},[167],{"categories":3240},[],{"categories":3242},[],{"categories":3244},[],{"categories":3246},[140],{"categories":3248},[176],{"categories":3250},[173],{"categories":3252},[],{"categories":3254},[],{"categories":3256},[],{"categories":3258},[140],{"categories":3260},[],{"categories":3262},[167],{"categories":3264},[],{"categories":3266},[],{"categories":3268},[140],{"categories":3270},[173],{"categories":3272},[194],{"categories":3274},[],{"categories":3276},[231],{"categories":3278},[194],{"categories":3280},[231],{"categories":3282},[173],{"categories":3284},[],{"categories":3286},[],{"categories":3288},[176],{"categories":3290},[],{"categories":3292},[],{"categories":3294},[176],{"categories":3296},[173],{"categories":3298},[],{"categories":3300},[176],{"categories":3302},[194],{"categories":3304},[231],{"categories":3306},[217],{"categories":3308},[176],{"categories":3310},[176],{"categories":3312},[],{"categories":3314},[],{"categories":3316},[],{"categories":3318},[194],{"categories":3320},[],{"categories":3322},[],{"categories":3324},[140],{"categories":3326},[167],{"categories":3328},[],{"categories":3330},[170],{"categories":3332},[231],{"categories":3334},[173],{"categories":3336},[224],{"categories":3338},[167],{"categories":3340},[217],{"categories":3342},[170],{"categories":3344},[224],{"categories":3346},[],{"categories":3348},[],{"categories":3350},[176],{"categories":3352},[167],{"categories":3354},[140],{"categories":3356},[167],{"categories":3358},[176],{"categories":3360},[486],{"categories":3362},[176],{"categories":3364},[],{"categories":3366},[173],{"categories":3368},[194],{"categories":3370},[224],{"categories":3372},[],{"categories":3374},[140],{"categories":3376},[194],{"categories":3378},[167],{"categories":3380},[176],{"categories":3382},[173],{"categories":3384},[170],{"categories":3386},[176,486],{"categories":3388},[176],{"categories":3390},[224],{"categories":3392},[173],{"categories":3394},[217],{"categories":3396},[231],{"categories":3398},[176],{"categories":3400},[],{"categories":3402},[176],{"categories":3404},[173],{"categories":3406},[170],{"categories":3408},[],{"categories":3410},[],{"categories":3412},[173],{"categories":3414},[217],{"categories":3416},[173],{"categories":3418},[],{"categories":3420},[194],{"categories":3422},[],{"categories":3424},[194],{"categories":3426},[224],{"categories":3428},[176],{"categories":3430},[173],{"categories":3432},[231],{"categories":3434},[224],{"categories":3436},[],{"categories":3438},[194],{"categories":3440},[173],{"categories":3442},[],{"categories":3444},[173],{"categories":3446},[176],{"categories":3448},[173],{"categories":3450},[176],{"categories":3452},[173],{"categories":3454},[173],{"categories":3456},[173],{"categories":3458},[173],{"categories":3460},[170],{"categories":3462},[],{"categories":3464},[179],{"categories":3466},[194],{"categories":3468},[173],{"categories":3470},[],{"categories":3472},[224],{"categories":3474},[173],{"categories":3476},[173],{"categories":3478},[176],{"categories":3480},[194],{"categories":3482},[173],{"categories":3484},[173],{"categories":3486},[170],{"categories":3488},[176],{"categories":3490},[140],{"categories":3492},[],{"categories":3494},[217],{"categories":3496},[173],{"categories":3498},[],{"categories":3500},[194],{"categories":3502},[231],{"categories":3504},[],{"categories":3506},[],{"categories":3508},[194],{"categories":3510},[194],{"categories":3512},[231],{"categories":3514},[167],{"categories":3516},[176],{"categories":3518},[176],{"categories":3520},[173],{"categories":3522},[170],{"categories":3524},[],{"categories":3526},[],{"categories":3528},[194],{"categories":3530},[217],{"categories":3532},[224],{"categories":3534},[176],{"categories":3536},[140],{"categories":3538},[217],{"categories":3540},[217],{"categories":3542},[],{"categories":3544},[194],{"categories":3546},[173],{"categories":3548},[173],{"categories":3550},[224],{"categories":3552},[],{"categories":3554},[194],{"categories":3556},[194],{"categories":3558},[194],{"categories":3560},[],{"categories":3562},[176],{"categories":3564},[173],{"categories":3566},[],{"categories":3568},[167],{"categories":3570},[170],{"categories":3572},[],{"categories":3574},[173],{"categories":3576},[173],{"categories":3578},[],{"categories":3580},[224],{"categories":3582},[],{"categories":3584},[],{"categories":3586},[],{"categories":3588},[],{"categories":3590},[173],{"categories":3592},[194],{"categories":3594},[],{"categories":3596},[],{"categories":3598},[173],{"categories":3600},[173],{"categories":3602},[173],{"categories":3604},[217],{"categories":3606},[173],{"categories":3608},[217],{"categories":3610},[],{"categories":3612},[217],{"categories":3614},[217],{"categories":3616},[486],{"categories":3618},[176],{"categories":3620},[224],{"categories":3622},[],{"categories":3624},[],{"categories":3626},[217],{"categories":3628},[224],{"categories":3630},[224],{"categories":3632},[224],{"categories":3634},[],{"categories":3636},[167],{"categories":3638},[224],{"categories":3640},[224],{"categories":3642},[167],{"categories":3644},[224],{"categories":3646},[170],{"categories":3648},[224],{"categories":3650},[224],{"categories":3652},[224],{"categories":3654},[217],{"categories":3656},[194],{"categories":3658},[194],{"categories":3660},[173],{"categories":3662},[224],{"categories":3664},[217],{"categories":3666},[486],{"categories":3668},[217],{"categories":3670},[217],{"categories":3672},[217],{"categories":3674},[],{"categories":3676},[170],{"categories":3678},[],{"categories":3680},[486],{"categories":3682},[224],{"categories":3684},[224],{"categories":3686},[224],{"categories":3688},[176],{"categories":3690},[194,170],{"categories":3692},[217],{"categories":3694},[],{"categories":3696},[],{"categories":3698},[217],{"categories":3700},[],{"categories":3702},[217],{"categories":3704},[194],{"categories":3706},[176],{"categories":3708},[],{"categories":3710},[224],{"categories":3712},[173],{"categories":3714},[140],{"categories":3716},[],{"categories":3718},[173],{"categories":3720},[],{"categories":3722},[194],{"categories":3724},[167],{"categories":3726},[217],{"categories":3728},[],{"categories":3730},[224],{"categories":3732},[194],[3734,3864,3928,3994],{"id":3735,"title":3736,"ai":3737,"body":3742,"categories":3848,"created_at":141,"date_modified":141,"description":3849,"extension":143,"faq":141,"featured":144,"kicker_label":141,"meta":3850,"navigation":146,"path":3851,"published_at":3852,"question":141,"scraped_at":3853,"seo":3854,"sitemap":3855,"source_id":3856,"source_name":153,"source_type":154,"source_url":3857,"stem":3858,"tags":3859,"thumbnail_url":141,"tldr":3861,"tweet":141,"unknown_tags":3862,"__hash__":3863},"summaries\u002Fsummaries\u002F8046f6d6da63b2a3-openai-design-models-over-pixels-summary.md","OpenAI Design: Models Over Pixels",{"provider":7,"model":8,"input_tokens":3738,"output_tokens":3739,"processing_time_ms":3740,"cost_usd":3741},8648,1938,18921,0.00240775,{"type":14,"value":3743,"toc":3841},[3744,3748,3751,3754,3757,3761,3764,3767,3770,3774,3777,3780,3784,3787,3790,3793,3795,3821,3824],[17,3745,3747],{"id":3746},"research-led-design-shifts-focus-to-model-capabilities","Research-Led Design Shifts Focus to Model Capabilities",[22,3749,3750],{},"Ian Silber, OpenAI's Head of Product Design, describes joining from a gaming startup amid GPT-4's release, bringing a team of eight ex-Instagram colleagues. OpenAI's research-lab origins create a mission-driven environment where progress accelerates daily. \"From day one, it was just such a different place,\" Silber recalls from his first all-hands, highlighting demos of future model potential that underscore the pace.",[22,3752,3753],{},"Designers thrive by embedding with researchers, probing model strengths and failures. Silber emphasizes curiosity over technical depth: play with models, tweak behaviors via prompts, and productize capabilities. Rather than pixel-perfect mocks, teams explore token-level interventions. For onboarding, traditional tours yield to model-driven context injection. \"We're really like stripping back a lot of maybe what you might traditionally do and trying to say, well actually what let's think about like how we should give this context to the model,\" Silber says. Prototyping involves system prompts; tweaks yield outputs tested for friendliness and clarity, bypassing Figma for direct model interaction.",[22,3755,3756],{},"Host Rid presses on balancing chat simplicity with advanced features. Silber admits no formal principles yet—intuition guides. Chat evolves beyond text: writing tasks now render editable containers for direct manipulation. Users select text, delete, or prompt changes locally, blending model responses with UI. Data revealed tedious loops in editing; the fix targets specifics without full rewrites. \"We wanted to kind of lean into more direct manipulation,\" Silber notes, combining model logic (when to show containers) with ergonomic controls.",[17,3758,3760],{"id":3759},"dynamic-interface-library-builds-reusable-primitives","Dynamic Interface Library Builds Reusable Primitives",[22,3762,3763],{},"OpenAI invests in a \"dynamic interface library\" of composable blocks—beyond static components. Silber envisions models reasoning over these for task-specific UIs. Writing blocks exemplify: model detects use cases, outputs manipulable elements. Future expansions include math interactives, where designers prototyped step-by-step solvers after spotting archaic LaTeX outputs.",[22,3765,3766],{},"Systems thinkers excel by zooming out from isolated features. ChatGPT's fluid sessions—trip packing to email drafting—demand primitives like \"skills\" that encapsulate tasks. \"The best systems thinkers are thinking not just about their feature, but how does this feature like extend the system,\" Silber argues. Build once, reuse everywhere: primitives enhance model composability, human readability, and scalability.",[22,3768,3769],{},"Silber references past tools like Origami (by Mike Matas and Brandon Walkin) for inspiration, but AI accelerates. Cursor and Codex enable live prototypes; a designer observing poor math rendering built interactive versions via prompts, rallying the team to ship.",[17,3771,3773],{"id":3772},"bottoms-up-prototyping-powers-rapid-shipping","Bottoms-Up Prototyping Powers Rapid Shipping",[22,3775,3776],{},"Ideas ship via prototypes, not specs. Designers, PMs, engineers, or researchers spark with code—Codex generates model-integrated demos. \"It's become much easier to kind of build a working version of something,\" Silber says. Bottoms-up thrives: anyone prototypes, shares, iterates. Gaming startup scope creep taught discipline; OpenAI's generality invites experiments, but prototypes cut through.",[22,3778,3779],{},"From Friday game mechanics to Monday OpenAI launches, Silber's team adapted fast. AI tools evolved from Copilot autocomplete (\"stone age\" two years ago) to full workflows. Direct manipulation and math features stemmed from solo designer prototypes hardened collectively.",[17,3781,3783],{"id":3782},"evolving-design-practice-with-ai-tools","Evolving Design Practice with AI Tools",[22,3785,3786],{},"AI reshapes design: less pixels, more prompts. Silber's frontend stint pre-Codex involved manual coding; now, tools like Cursor output production-ready code. Rituals include model play, cross-team curiosity. Culture favors generalists thinking model-as-product.",[22,3788,3789],{},"Hiring seeks systems thinkers: curious explorers bridging research and users. No hardcore tech required, but comfort with flux. \"You don't have to be like technical to work here, but I think you have to be really curious,\" Silber advises.",[22,3791,3792],{},"OpenAI tracks \"capability gaps\"—model limits dictating interfaces. Writing containers bridge gaps in precision; primitives systematize. \"Things are changing underneath your feet all day long. And it's very exciting,\" Silber enthuses.",[17,3794,102],{"id":101},[81,3796,3797,3800,3803,3806,3809,3812,3815,3818],{},[84,3798,3799],{},"Embed with models: Probe strengths, failures, and behaviors via prompts before UI.",[84,3801,3802],{},"Prototype in code: Use Codex\u002FCursor for live model demos, not Figma mocks.",[84,3804,3805],{},"Favor tokens over pixels: Solve via system prompts\u002Fcontext where possible.",[84,3807,3808],{},"Build primitives: Create reusable blocks (e.g., editable writing containers) for model composition.",[84,3810,3811],{},"Think systems: Extend features across fluid user sessions with skills-like abstractions.",[84,3813,3814],{},"Ship bottoms-up: Anyone prototypes; rally teams around clear value.",[84,3816,3817],{},"Balance chat purity: Direct manipulation for ergonomics, model for intelligence.",[84,3819,3820],{},"Hire curious systems thinkers: Prioritize model intuition over pixel skills.",[22,3822,3823],{},"Notable quotes:",[81,3825,3826,3829,3832,3835,3838],{},[84,3827,3828],{},"Ian Silber on pixel-less design: \"What can we do this without pixels? Can we do this with tokens?\"",[84,3830,3831],{},"Ian Silber on OpenAI's pace: \"We're running very closely with where all of these advancements are going... Things are changing underneath your feet all day long.\"",[84,3833,3834],{},"Ian Silber on systems thinking: \"If you think about how people use ChatGPT, it's very fluid... The best systems thinkers are thinking not just about their feature, but how does this feature extend the system.\"",[84,3836,3837],{},"Ian Silber on prototyping: \"A designer will have this idea and now with Codex... you can build real versions of this that aren't just clickable prototypes.\"",[84,3839,3840],{},"Ian Silber on model as product: \"So much of our work is figuring out what the models are good at and then trying to wrap that in a product that people can understand.\"",{"title":130,"searchDepth":131,"depth":131,"links":3842},[3843,3844,3845,3846,3847],{"id":3746,"depth":131,"text":3747},{"id":3759,"depth":131,"text":3760},{"id":3772,"depth":131,"text":3773},{"id":3782,"depth":131,"text":3783},{"id":101,"depth":131,"text":102},[140],"If you're like me you gotta be curious... what's it like designing at OpenAI?\n\nSo I’m excited to share today’s episode with you :)\n\nIt’s a deep dive with OpenAI’s Head of Product Design, Ian Silber (https:\u002F\u002Fx.com\u002Fiansilber) .\n\nSome highlights:\n\n- The traits of the best systems thinkers at OpenAI\n- What makes the design culture at OpenAI unique\n- The vision for OpenAI's dynamic interface library\n- What it's like designing around chat as a primitive\n- What makes designing with AI as a material so unique\n- How tools like Codex are changing the practice of design\n- + a lot more\n\n- Mike Matas and Brandon Walkin (creators of Origami) https:\u002F\u002Fmikematas.com\u002F , https:\u002F\u002Fmedium.com\u002Fdesignatmeta\u002Fintroducing-origami-live-and-origami-2-0-a68116294e65\n- Cursor and Codex (AI coding tools) https:\u002F\u002Fcursor.com\u002F ,  (https:\u002F\u002Fchatgpt.com\u002Fcodex\u002F?c_id=23226110534&c_agid=188421385415&c_crid=800871103650&c_kwid=kwd-111182835&c_ims=&c_pms=9017288&c_nw=g&c_dvc=c&gad_campaignid=23226110534&gbraid=0AAAAA-I0E5dO-SVXduV4xJjtnqTNMNrAP)\n\nDive is where the best designers never stop learning 🤿\n\n🌐 dive.club\n🐦 twitter.com\u002Fjoindiveclub\n\nNow you can join advanced courses taught by the top designers to help you take a huge leap forward in your career 💪\n\nChapters\n0:00 Intro\n0:51 Ian's journey to OpenAI\n6:41 What made designing at OpenAI unique\n9:57 Designing outside of the pixels\n14:51 Traits of the best systems thinkers at OpenAI\n16:32 How to get your ideas shipped at OpenAI\n18:35 How AI tools shift the practice of design\n28:08 Design rituals at OpenAI \n33:25 OpenAI's dynamic interface library\n36:06 Understanding the capability gap \n41:13 The culture of design at OpenAI\n43:12 What Ian looks for in design candidates",{},"\u002Fsummaries\u002F8046f6d6da63b2a3-openai-design-models-over-pixels-summary","2026-04-08 13:01:26","2026-04-08 14:49:34",{"title":3736,"description":3849},{"loc":3851},"8046f6d6da63b2a3","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=oM1d9Tau27w","summaries\u002F8046f6d6da63b2a3-openai-design-models-over-pixels-summary",[159,158,3860,160],"ai-tools","Ian Silber explains how OpenAI designers treat AI models as the core product, prototype with code over Figma, and build reusable primitives around chat interfaces.",[],"duGcDTxNPH3DoUiUp4q_3vrmPDP4XAFeSRAQ-0TRNwQ",{"id":3865,"title":3866,"ai":3867,"body":3872,"categories":3906,"created_at":141,"date_modified":141,"description":130,"extension":143,"faq":141,"featured":144,"kicker_label":141,"meta":3907,"navigation":146,"path":3914,"published_at":141,"question":141,"scraped_at":3915,"seo":3916,"sitemap":3917,"source_id":3918,"source_name":3919,"source_type":3920,"source_url":3921,"stem":3922,"tags":3923,"thumbnail_url":141,"tldr":3925,"tweet":141,"unknown_tags":3926,"__hash__":3927},"summaries\u002Fsummaries\u002F34e99b2703fe7058-fractional-design-accelerates-0-1-startup-shipping-summary.md","Fractional Design Accelerates 0→1 Startup Shipping",{"provider":7,"model":8,"input_tokens":3868,"output_tokens":3869,"processing_time_ms":3870,"cost_usd":3871},5479,1092,10713,0.0016193,{"type":14,"value":3873,"toc":3901},[3874,3878,3881,3885,3888,3892],[17,3875,3877],{"id":3876},"proven-portfolio-in-ai-and-hardware-products","Proven Portfolio in AI and Hardware Products",[22,3879,3880],{},"Gabriel Valdivia showcases 0→1 designs for AI-driven tools like Dex (language learning camera), Daylight (caring computer), Workmate (AI executive assistant), and Slingshot (personalized AI counselor), plus Patreon (creator-superfan connections), Tonic (private recommendation engine), and Facebook 360 (immersive media). These demonstrate expertise in blending hardware, AI, and spatial design to ship innovative products quickly for early teams.",[17,3882,3884],{"id":3883},"_6-step-approach-for-fast-scalable-design","6-Step Approach for Fast, Scalable Design",[22,3886,3887],{},"Valdivia emphasizes shared ownership to align teams, extreme speed via rapid iterations, frequent show-and-tell updates (e.g., voiceover screen recordings), bias for tangible prototypes over ignored docs, reusable systems\u002Fcomponents for features or full design systems, and divergent exploration (throwing away ideas freely). Capabilities span product design, branding, web design, strategy, pitch decks, design systems, team building, and coaching—enabling founders to validate ideas with high-fidelity interactive prototypes and direct engineer collaboration without heavy documentation.",[17,3889,3891],{"id":3890},"testimonials-validate-high-velocity-impact","Testimonials Validate High-Velocity Impact",[22,3893,3894,3895,3900],{},"Clients praise his chaos-taming in 0→1 phases: Tanuj Lalwani (Daylight) notes proactive structure-building with minimal direction; Jinen Kamdar (Gather) credits him for vision visualization, talent hiring, and team strengthening; Greg Dooley (GV) highlights lightning-fast idea-to-design cycles; Natasha Awasthi (Ritual Dental) calls high-quality\u002Fhigh-velocity his superpower. Others affirm seamless integration, researched insights, and brand\u002Ffeature contributions. Currently prioritizes hardware-software experiences; contact via ",[3896,3897,3899],"a",{"href":3898},"mailto:gabe@valdivia.works","gabe@valdivia.works",".",{"title":130,"searchDepth":131,"depth":131,"links":3902},[3903,3904,3905],{"id":3876,"depth":131,"text":3877},{"id":3883,"depth":131,"text":3884},{"id":3890,"depth":131,"text":3891},[140],{"content_references":3908,"triage":3909},[],{"relevance":3910,"novelty":3911,"quality":3911,"actionability":3910,"composite":3912,"reasoning":3913},5,4,4.55,"Category: Product Strategy. The article provides a detailed 6-step approach for fast, scalable design that directly addresses the needs of early-stage founders looking to ship AI-powered products quickly. It emphasizes practical methods like rapid iterations and shared ownership, making it highly actionable for the target audience.","\u002Fsummaries\u002F34e99b2703fe7058-fractional-design-accelerates-0-1-startup-shipping-summary","2026-04-16 03:16:06",{"title":3866,"description":130},{"loc":3914},"34e99b2703fe7058","__oneoff__","article","https:\u002F\u002Fwww.gabrielvaldivia.com\u002F","summaries\u002F34e99b2703fe7058-fractional-design-accelerates-0-1-startup-shipping-summary",[159,158,160,3924],"startups","Gabriel Valdivia, with 15 years building 0→1 products at top tech firms, partners fractionally with early-stage founders to shape strategy, prototype interactively, collaborate with engineers, and build teams—prioritizing speed, systems, and action over docs.",[],"g4RiqmFrS0b003kj7bRT8gTUj84-zG7CjOZOg-yWJGU",{"id":3929,"title":3930,"ai":3931,"body":3936,"categories":3964,"created_at":141,"date_modified":141,"description":130,"extension":143,"faq":141,"featured":144,"kicker_label":141,"meta":3965,"navigation":146,"path":3981,"published_at":3982,"question":141,"scraped_at":3983,"seo":3984,"sitemap":3985,"source_id":3986,"source_name":3987,"source_type":3920,"source_url":3988,"stem":3989,"tags":3990,"thumbnail_url":141,"tldr":3991,"tweet":141,"unknown_tags":3992,"__hash__":3993},"summaries\u002Fsummaries\u002F7dee94570799aa02-agile-demands-designing-small-value-delivering-sli-summary.md","Agile Demands Designing Small Value-Delivering Slices",{"provider":7,"model":8,"input_tokens":3932,"output_tokens":3933,"processing_time_ms":3934,"cost_usd":3935},6473,1717,19322,0.00213045,{"type":14,"value":3937,"toc":3959},[3938,3942,3945,3949,3952,3956],[17,3939,3941],{"id":3940},"shift-from-full-systems-to-standalone-value-slices","Shift from Full Systems to Standalone Value Slices",[22,3943,3944],{},"Designers instinctively zoom out to map entire ecosystems of interactions, ensuring cohesive long-term experiences. This prevents fragmentation but clashes with agile, where teams build and release one small piece per sprint. Instead of the full solution, deliver a self-contained slice that stands alone and provides real value now. This feels incomplete and risky compared to comprehensive designs, but it unlocks rapid iteration based on user feedback.",[17,3946,3948],{"id":3947},"avoid-horizontal-slicings-useless-layers","Avoid Horizontal Slicing's Useless Layers",[22,3950,3951],{},"Dividing work by technical layers—like building search algorithms before job listings—creates impressive backend without user-facing value. With no content to search, testing fails, and releases teach nothing. Laura Klein calls this horizontal slicing: it prioritizes infrastructure over complete user flows, yielding impractical prototypes.",[17,3953,3955],{"id":3954},"craft-smallest-useful-slice-for-quick-insights","Craft Smallest Useful Slice for Quick Insights",[22,3957,3958],{},"Ask: 'What’s the minimal version delivering real value?' For a job search feature, start with a simple listings page showing key details and a basic 'Apply' button (email link or CV upload form). Skip advanced filters, comparisons, or full applications initially. This lets users discover jobs and act, revealing surprises like unexpected details users want or filtering needs. Vertical slices test assumptions early, adapting the product faster than perfecting a grand vision.",{"title":130,"searchDepth":131,"depth":131,"links":3960},[3961,3962,3963],{"id":3940,"depth":131,"text":3941},{"id":3947,"depth":131,"text":3948},{"id":3954,"depth":131,"text":3955},[140],{"content_references":3966,"triage":3977},[3967,3973],{"type":3968,"title":3969,"author":3970,"url":3971,"context":3972},"other","Agile Methods for UX Design","Laura Klein","https:\u002F\u002Fixdf.org\u002Fcourses\u002Fagile-methods-for-ux-design?r=paivi-salminen","cited",{"type":3968,"title":3974,"author":3970,"url":3975,"context":3976},"You Don’t Know What Perfect Is","https:\u002F\u002Fixdf.org\u002Fliterature\u002Farticle\u002Fyou-don-t-know-what-perfect-is?r=paivi-salminen","mentioned",{"relevance":3910,"novelty":3978,"quality":3911,"actionability":3911,"composite":3979,"reasoning":3980},3,4.15,"Category: Product Strategy. The article directly addresses the challenge of delivering minimal, standalone features in an agile environment, which is a key pain point for product-minded builders. It provides a concrete example of how to create a 'smallest useful slice' for a job search feature, making it actionable.","\u002Fsummaries\u002F7dee94570799aa02-agile-demands-designing-small-value-delivering-sli-summary","2026-05-07 04:46:27","2026-05-08 15:38:37",{"title":3930,"description":130},{"loc":3981},"7dee94570799aa02","UX Magazine","https:\u002F\u002Fuxmag.com\u002Farticles\u002Fdesigning-small-is-harder-than-designing-big","summaries\u002F7dee94570799aa02-agile-demands-designing-small-value-delivering-sli-summary",[158,160],"Designers trained for holistic systems struggle in agile to create minimal, standalone features that deliver immediate user value and enable fast learning loops.",[],"FUdpnqY3cFa6F1uGr3CH4GartXv7DPluNAWYOdhVvBo",{"id":3995,"title":3996,"ai":3997,"body":4002,"categories":4036,"created_at":141,"date_modified":141,"description":130,"extension":143,"faq":141,"featured":144,"kicker_label":141,"meta":4037,"navigation":146,"path":4045,"published_at":4046,"question":141,"scraped_at":4047,"seo":4048,"sitemap":4049,"source_id":4050,"source_name":3919,"source_type":3920,"source_url":4051,"stem":4052,"tags":4053,"thumbnail_url":141,"tldr":4054,"tweet":141,"unknown_tags":4055,"__hash__":4056},"summaries\u002Fsummaries\u002F42aa8e9eca67701b-design-renders-team-intentions-into-experiences-summary.md","Design Renders Team Intentions into Experiences",{"provider":7,"model":8,"input_tokens":3998,"output_tokens":3999,"processing_time_ms":4000,"cost_usd":4001},5708,1333,10834,0.0017856,{"type":14,"value":4003,"toc":4031},[4004,4008,4011,4014,4018,4021,4025,4028],[17,4005,4007],{"id":4006},"align-intentions-to-avoid-mismatched-experiences","Align Intentions to Avoid Mismatched Experiences",[22,4009,4010],{},"Teams shape user journeys by rendering their core intentions through every touchpoint. The Global Entry signup—launched in 2008 by US Customs—demands multi-screen data entry with cryptic labels and unhelpful errors, signaling a bureaucratic hurdle despite the program's efficiency (kiosk scans in minutes, auto-qualifies for TSA PreCheck). In contrast, the 2011 White House We The People petitions site uses modern typography, layout, color, and interactions to invite civic engagement effortlessly.",[22,4012,4013],{},"Both government teams had similar resources yet delivered opposite qualities because Global Entry prioritized 'getting the service running' (one-time signup fills a database), while We The People aimed to prove government designs rival commercial ones. Change the intent—like intending zero-error signups—and the design shifts: clear labels prevent user frustration and abandonment, turning data collection into smooth flows. Robert Fabricant nails it: 'Behavior is the medium of design.' When users guess field meanings and hit errors, redesign until behaviors match your goals.",[17,4015,4017],{"id":4016},"experiences-span-full-user-journeys","Experiences Span Full User Journeys",[22,4019,4020],{},"Intentions must cover pre-, during-, and post-interaction phases for cohesive results. Global Entry's kiosks render 'efficient and friendly' beautifully, skipping lines like domestic flights, but the website ignores this, leaving a cumbersome first impression. Render consistent intentions across the journey: intend welcoming efficiency everywhere, and users complete signups without friction, boosting program adoption.",[17,4022,4024],{"id":4023},"everyone-designs-by-rendering-intent","Everyone Designs by Rendering Intent",[22,4026,4027],{},"Design isn't exclusive to specialists—anyone influencing outcomes is a designer. Business teams intend revenue models, tech teams optimize resources, legal protects risks; their inputs render the final product. This democratizes design but demands alignment: experienced designers shift from owning outcomes to teaching others how to render intentions effectively.",[22,4029,4030],{},"Top teams unify via frequent research—uncover unintended user pains, benchmark competitors, explore options explicitly—to agree on shared goals. Deliverables like wireframes and prototypes secure buy-in from product managers to developers, ensuring one intention materializes. Processes fail when they skip intention alignment, producing mediocre designs; prioritize it to render great ones consistently.",{"title":130,"searchDepth":131,"depth":131,"links":4032},[4033,4034,4035],{"id":4006,"depth":131,"text":4007},{"id":4016,"depth":131,"text":4017},{"id":4023,"depth":131,"text":4024},[140],{"content_references":4038,"triage":4042},[4039],{"type":3968,"title":4040,"author":4041,"context":3972},"Behavior is the medium of design","Robert Fabricant",{"relevance":3911,"novelty":3978,"quality":3911,"actionability":3978,"composite":4043,"reasoning":4044},3.6,"Category: Design & Frontend. The article discusses how design intentions shape user experiences, addressing a key pain point for the Design Technologist persona regarding the alignment of design and engineering teams. It provides examples of contrasting design approaches but lacks specific frameworks or actionable steps for implementation.","\u002Fsummaries\u002F42aa8e9eca67701b-design-renders-team-intentions-into-experiences-summary","2013-12-30 03:00:00","2026-04-15 15:33:31",{"title":3996,"description":130},{"loc":4045},"42aa8e9eca67701b","https:\u002F\u002Farticles.centercentre.com\u002Fdesign_rendering_intent\u002F","summaries\u002F42aa8e9eca67701b-design-renders-team-intentions-into-experiences-summary",[158,160],"Design is 'the rendering of intent': teams produce vastly different user experiences based on their goals, like Global Entry's bureaucratic signup vs. We The People's welcoming petitions, because each manifests unique intentions.",[],"l2vSBQ0YwZW0Z4xQ0VBk0vadR1jNroriY6LihoHvXCI"]