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Tissues, such as skin, act as biological metamaterials whose internal structures, such as packed collagen fibers, produce nonlinear and directional responses. Similarly, hierarchical thread packing governs the mechanical response of textiles. However, the capability of encoding textiles at the fabric level and at a sufficient resolution remains limited. Embroidering triangularly tiled zigzag patterns of inextensible thread on a stretchable fabric is demonstrated to encode distributed, directional stress\u2013strain behavior at subcentimeter resolution, sufficient to mimic complex physiological characteristics such as Langer lines of the skin. The triangular unit cells solved the K\u00f6nigsberg bridge problem of filling a plane with a continuous thread pair. The encoding maps directionality, directional contrast, and magnitude, three parameters that define unit cells' compliance, into hue\u2010saturation\u2010value color space for rapid qualitative design. Cross\u2010talk\u2010free arrays of embroidered restrictors enable scalable augmentation of textile mechanics. The transition threshold from the matrix\u2010 to fiber\u2010defined behavior is achieved with 85% fidelity, enabling customizable shape\u2010morphing structures such as restrictor bladder actuators and feet\u2010conforming shoes. Industry\u2010standard machine embroidery scales biomechanics\u2010inspired structures for wearable and environmental robotics and promises future biohybrid\u00a0technologies.<\/jats:p>","DOI":"10.1002\/adma.202500959","type":"journal-article","created":{"date-parts":[[2025,7,7]],"date-time":"2025-07-07T02:23:12Z","timestamp":1751854992000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Textile Encoding Inspired by Langer Lines via Elastically Graded Embroidered Tessellations"],"prefix":"10.1002","volume":"37","author":[{"given":"Leonid","family":"Zinatullin","sequence":"first","affiliation":[{"name":"IMS Lab Institute of Technology University of Tartu Nooruse 1 Tartu 50411 Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mona","family":"K\u00fc\u00fcts","sequence":"additional","affiliation":[{"name":"IMS Lab Institute of Technology University of Tartu Nooruse 1 Tartu 50411 Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alvo","family":"Aabloo","sequence":"additional","affiliation":[{"name":"IMS Lab Institute of Technology University of Tartu Nooruse 1 Tartu 50411 Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9151-1548","authenticated-orcid":false,"given":"Indrek","family":"Must","sequence":"additional","affiliation":[{"name":"IMS Lab Institute of Technology University of Tartu Nooruse 1 Tartu 50411 Estonia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,7,6]]},"reference":[{"key":"e_1_2_9_1_1","doi-asserted-by":"publisher","DOI":"10.1002\/admt.202100437"},{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-022-00481-z"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202400294"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.202408082"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201301986"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1002\/pssr.201510178"},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-27608-7"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-21920-y"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.abq7278"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.2023.0753"},{"key":"e_1_2_9_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202008278"},{"key":"e_1_2_9_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42235-022-00306-w"},{"key":"e_1_2_9_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmatsci.2019.100634"},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.3389\/fbioe.2021.644595"},{"key":"e_1_2_9_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/adem.201900886"},{"key":"e_1_2_9_16_1","doi-asserted-by":"publisher","DOI":"10.1089\/soro.2021.0032"},{"key":"e_1_2_9_17_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.aav7536"},{"key":"e_1_2_9_18_1","doi-asserted-by":"crossref","unstructured":"I.Clark C.Tanner 2017 IEEE Aerosp. 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