{"version":1,"site":"https://agenticthinking.ai","buildDate":"2026-10-25","about":"The /map/ page's layout: regions, nearest-in-meaning pairs and positions, computed at build from the files listed in inputs. Schema: scripts/knowledge/SCHEMA.md.","generator":"scripts/knowledge/layout.mjs","inputs":[{"path":"learnings.json","sha256":"80a1e871715e0d45577bcf14dded5f9dbee43245f1a1fd815e4d3dba1d45ead0"},{"path":"edges.json","sha256":"e8a20b94a58082f67f9d3868a1b5ca4bdac5bb302d8fe8d35db96f2ed4c8c661"},{"path":"regions.json","sha256":"91a49230ed8824d873e7c9bd1c513ee0bdacacdb2948588fd1a7ff2bde4ea0a5"},{"path":"index.json","sha256":"d16dab6500c14f27b14531780a8839e3bc410557f2f5507c6f57e56152fcb328"}],"options":{"resolution":1.6,"maxClusters":12,"knnExactBelow":1500},"count":82,"ids":["about-steven-poitras","ema-founding-team","ema-platform-overview","ema-user-guide","why-i-joined-ema","what-is-agentic-ai","ai-employee-governance","mcp-knowledge-first-builder","mcp-server-unified-sdk","mcp-mental-model","cursor-rules-vs-mcp","inline-llm-calls","mcp-dynamic-data-patterns","ema-workflow-rag-patterns","rules-on-rules","goals-intents-outcomes","understanding-embeddings","mcp-tool-design","beyond-rules","intent-approaches","agent-personas","ctx-pattern-coordination","multi-agent-illusion","persona-lens-anatomy","search-lab","persona-lens-design","smart-routing","compiler-to-llm-workflows","autonomous-workflows","alwaysapply-tax","audit-ai-config","rules-vs-skills","search-implementation-guide","skill-discovery","three-tier-context","testing-artifacts","compiler-vs-llm-orchestrated","subagents-fresh-context","meta-learning","search-performance","ema-entity-extraction","rule-conflicts","ema-routing-branching","adaptive-rules-engine","ai-dev-toolkit-2026","interfaces-are-changing","what-is-agentic-thinking","mcp-semantic-data-layer","headless-ai-every-app-is-a-head","negotiated-integrations","democratizing-ai-builders","the-interface-forecast","five-things-wrong-with-mcp","externalize-the-knowledge","mcp-as-discovery-protocol","bound-dont-script","instructions-that-outlive-the-model","bind-the-goal-not-the-gesture","confidence-is-not-consent","the-clean-room","proven-end-to-end","a-field-guide-to-agent-loops","the-agent-is-a-while-loop","loop-on-the-gap-not-the-try-count","agents-will-lie-to-escape-the-loop","the-files-are-the-memory","the-loop-is-a-ledger","recursion-that-cant-run-away","the-gotchas-are-load-bearing","describe-when-not-what","grade-the-answer-not-the-shape","chosen-not-assigned","the-critic-said-no","name-what-the-agent-must-not-be","the-fence-it-wrote-for-itself","we-measured-the-wrong-noun","rivals-enter-your-critical-path","not-cairn","why-i-went-back-to-nutanix","agent-self-identity","mcp","steven-poitras"],"cluster":[9,9,9,10,9,11,10,0,0,0,12,12,12,10,12,11,1,12,2,1,2,12,2,2,1,2,2,11,2,2,12,2,1,2,12,2,11,2,2,1,10,12,10,12,12,3,11,3,3,3,3,3,3,4,4,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,8,8,8,8,8,8,8,9,13,13,14],"meaning":[[61,62,0.749],[61,63,0.637],[61,38,0.606],[61,67,0.584],[61,64,0.584],[0,59,0.412],[0,81,0.379],[0,78,0.372],[0,79,0.326],[0,6,0.321],[43,41,0.466],[43,14,0.441],[43,18,0.428],[43,31,0.396],[43,35,0.39],[20,26,0.748],[20,18,0.744],[20,38,0.67],[20,35,0.651],[20,37,0.647],[79,77,0.525],[79,22,0.521],[79,23,0.513],[79,25,0.495],[79,71,0.478],[64,63,0.725],[64,62,0.653],[64,66,0.557],[64,60,0.556],[44,50,0.611],[44,10,0.611],[44,8,0.58],[44,30,0.557],[44,34,0.552],[6,3,0.587],[6,5,0.582],[6,50,0.578],[6,4,0.573],[6,46,0.569],[29,31,0.641],[29,30,0.615],[29,33,0.559],[29,38,0.557],[29,14,0.551],[30,38,0.62],[30,10,0.587],[30,35,0.584],[30,18,0.568],[28,18,0.636],[20,28,0.597],[28,37,0.581],[28,26,0.573],[28,10,0.565],[18,31,0.772],[18,14,0.752],[18,35,0.736],[18,38,0.727],[57,56,0.487],[57,5,0.452],[6,57,0.439],[57,59,0.431],[57,38,0.429],[55,56,0.63],[55,10,0.552],[55,62,0.534],[55,26,0.511],[64,55,0.509],[71,74,0.635],[71,75,0.603],[71,72,0.571],[71,59,0.57],[71,68,0.567],[27,36,0.584],[27,11,0.568],[27,15,0.467],[44,27,0.466],[27,17,0.455],[36,15,0.701],[36,11,0.537],[36,17,0.532],[36,2,0.531],[55,58,0.478],[58,76,0.466],[58,74,0.455],[58,56,0.45],[58,46,0.419],[21,34,0.569],[21,65,0.544],[20,21,0.539],[21,10,0.531],[21,26,0.53],[10,9,0.708],[18,10,0.698],[10,38,0.684],[10,31,0.664],[10,14,0.651],[50,51,0.804],[50,49,0.728],[50,48,0.702],[50,45,0.681],[50,7,0.647],[69,17,0.617],[69,68,0.617],[69,52,0.558],[10,69,0.519],[69,8,0.507],[40,3,0.663],[40,13,0.657],[40,2,0.634],[40,42,0.51],[36,40,0.474],[1,2,0.519],[1,4,0.489],[1,3,0.449],[1,7,0.35],[40,1,0.349],[2,3,0.832],[2,4,0.651],[2,13,0.602],[2,8,0.597],[42,3,0.541],[42,26,0.475],[2,42,0.457],[42,13,0.428],[3,5,0.716],[3,13,0.697],[3,8,0.606],[13,32,0.532],[13,5,0.507],[53,7,0.754],[53,54,0.739],[53,9,0.602],[53,47,0.589],[53,12,0.584],[52,54,0.722],[52,80,0.686],[52,47,0.685],[52,9,0.662],[52,7,0.605],[20,15,0.575],[50,15,0.548],[15,25,0.544],[15,17,0.534],[70,68,0.512],[70,35,0.483],[70,59,0.454],[70,73,0.402],[70,75,0.401],[48,51,0.807],[48,45,0.676],[48,49,0.651],[48,47,0.58],[11,17,0.435],[15,11,0.421],[11,12,0.401],[56,62,0.605],[56,38,0.599],[10,56,0.583],[56,65,0.548],[19,39,0.772],[19,32,0.752],[19,24,0.648],[19,16,0.588],[13,19,0.487],[45,51,0.813],[45,49,0.801],[52,45,0.572],[63,62,0.637],[63,67,0.621],[63,66,0.553],[80,54,0.587],[80,9,0.567],[80,47,0.509],[80,17,0.497],[54,47,0.84],[54,9,0.728],[54,7,0.63],[12,8,0.633],[12,7,0.616],[10,12,0.579],[54,12,0.578],[7,8,0.78],[7,9,0.673],[9,47,0.678],[7,47,0.627],[8,17,0.675],[9,8,0.63],[10,8,0.627],[7,17,0.617],[10,17,0.592],[12,17,0.565],[38,26,0.68],[38,35,0.672],[22,23,0.756],[22,25,0.657],[22,37,0.621],[22,62,0.606],[20,22,0.598],[73,75,0.734],[73,72,0.586],[20,73,0.578],[73,23,0.568],[71,73,0.559],[49,51,0.798],[52,49,0.576],[77,75,0.543],[73,77,0.523],[71,77,0.469],[77,74,0.431],[23,25,0.743],[20,23,0.601],[23,37,0.595],[25,26,0.657],[20,25,0.644],[25,37,0.588],[60,59,0.679],[60,75,0.595],[60,62,0.538],[73,60,0.519],[67,62,0.608],[64,67,0.549],[67,65,0.548],[76,62,0.603],[76,74,0.593],[76,75,0.567],[73,76,0.554],[76,59,0.541],[41,14,0.574],[10,41,0.573],[18,41,0.542],[41,31,0.53],[41,35,0.505],[14,31,0.673],[38,14,0.639],[14,35,0.574],[31,33,0.679],[32,24,0.812],[32,39,0.704],[32,16,0.68],[24,16,0.626],[24,39,0.624],[13,24,0.468],[39,16,0.573],[13,39,0.472],[18,33,0.659],[38,33,0.591],[20,33,0.561],[18,26,0.725],[26,37,0.683],[26,35,0.669],[81,78,0.702],[81,34,0.578],[21,81,0.526],[81,46,0.522],[81,62,0.508],[18,37,0.638],[10,37,0.596],[31,35,0.601],[62,46,0.725],[62,74,0.663],[62,5,0.64],[59,68,0.616],[59,74,0.593],[59,75,0.588],[72,75,0.585],[59,72,0.55],[72,74,0.546],[74,68,0.601],[74,46,0.595],[74,75,0.594],[65,66,0.613],[65,34,0.551],[62,65,0.548],[62,68,0.578],[68,75,0.576],[52,51,0.555],[62,66,0.616],[61,66,0.56],[8,34,0.598],[7,34,0.58],[13,16,0.379],[62,75,0.608],[5,46,0.68],[38,5,0.642],[10,5,0.597],[38,46,0.584],[10,46,0.581],[3,4,0.562],[46,4,0.56],[50,4,0.524],[7,78,0.497],[4,78,0.482],[50,78,0.481],[34,78,0.471]],"layouts":{"wide":{"aspect":2.4,"x":[-155.5,-311.2,-235.7,-157,-250.9,-10.6,-182.3,-152,-100.5,-156.9,-38,-95.8,-127.4,-206,-10.9,-28.1,-291.9,-53.8,111.1,-344.6,94.7,10.8,38.7,75.7,-256.2,126,57,-43.3,149.3,76.4,-65.4,57.4,-346.7,116.4,-28,147.3,-92.4,103.3,65.3,-294.7,-207.3,46.5,-126.2,13.9,-87.7,-314.8,-61,-278.1,-266.9,-228.8,-269.1,-318.6,-231.2,-119.3,-158.4,204.6,170.3,141.6,220.1,207.5,252.9,265.8,292.3,360.1,322.2,235.8,350.1,292.4,140.6,76,162.3,318.6,270.1,270.2,272.5,228,325.1,219.3,-187.7,54.7,-53.7,1.3],"y":[23.7,21.7,45.5,118.9,10.8,-11.1,82.4,-81.8,-102.2,-123.2,84.1,87.3,59,172.1,136.1,-46,73.9,53.6,25.7,77.8,-30.9,44.1,-47.7,-72.7,100,-55,-11.5,-79.9,-25.6,86.8,124.5,54,117.6,58,19,5.5,-54.3,-5.1,18.3,133.5,133.2,125.1,159,91.4,32.8,-46.2,-14,-105.5,-68.7,-52.8,-36.5,-80.7,-92.4,-16,-39.9,105,63.2,95,54.8,20.1,74.9,5.1,32.3,27.8,1.6,-22.1,-25.8,-29.3,-124.3,-110.4,-87,-122.5,-142.2,-105.7,-71,-82.5,-82.4,-123.2,-0.9,-163.2,-154.3,-108.2]},"narrow":{"aspect":1.15,"x":[-103.3,-242.4,-179.7,-98.7,-204.1,33.4,-128.8,-92.1,-132.6,-90.9,-12.7,-81.6,-94.8,-130.1,13.2,-37.4,-202.8,-39,147.1,-246.7,136.4,37.3,93.5,141.6,-174.1,183.2,136.8,8.1,176.9,93.1,-30.9,143.9,-248,87.6,-7.2,186.6,-54.7,90.4,105.4,-203.8,-132.8,37.3,-64.4,23.4,-50.5,-167,-9.8,-209.7,-173.3,-118,-133.9,-144.8,-194,-187.5,-235.5,93.9,86.8,57.3,140.8,181.3,133.8,106.1,67.3,121.1,130.8,78.8,143.4,79.1,10.2,-28.3,29.1,231.6,267.1,234.3,198.1,194.8,270.9,222,-149.1,9.5,-71,-57.2],"y":[26.3,62.9,76.2,171,26.2,19.8,119.6,-31.8,-31.7,-72.2,99.4,118.5,70.8,243.3,145,-41.7,127.1,126.2,118.1,135.2,50,68.1,26.2,6.3,159,26.3,81,-34,67.4,181.2,169.5,167.1,181.9,136.3,50.5,102,6.5,66.6,106.9,200.5,199.3,117.9,222.1,190.3,65.6,-131.2,7.4,-118,-87.2,-137.4,-99.3,-171.8,-164.8,-33.4,-50.1,-68.9,-21.9,-47.7,-74.6,-36.6,-38.6,-155.2,-156.4,-206.4,-130.9,-113.6,-173.4,-191.9,-133,-91.5,-87.7,-131,-154.4,-86.1,-105.8,-143.5,-109.2,-175.9,28,-192.6,-202.3,-136.1]}}}