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update architecture docs for split MCP files, new clusters, Langfuse, and EC2 deploy

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buenosairesam
2026-04-16 13:04:44 -03:00
parent 69441fa180
commit a8e55a4a8d
5 changed files with 530 additions and 469 deletions
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102
docs/graphs/deployment.dot
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@@ -5,50 +5,46 @@ digraph deployment {
node [fontname="Helvetica" fontsize=10 style=filled color="#1e2a4a" fontcolor="#e8eaf0"] node [fontname="Helvetica" fontsize=10 style=filled color="#1e2a4a" fontcolor="#e8eaf0"]
edge [fontname="Helvetica" fontsize=9 fontcolor="#8892a8" color="#4a5568"] edge [fontname="Helvetica" fontsize=9 fontcolor="#8892a8" color="#4a5568"]
label="Deployment — Kind Cluster (dev) / EC2 (prod)" label="Deployment — Kind Clusters (dev) / EC2 (prod)"
labelloc=t labelloc=t
fontsize=14 fontsize=14
fontcolor="#0066ff" fontcolor="#0066ff"
user [label="Browser\nlocalhost:8040" fillcolor="#243056" shape=box] user [label="Browser" fillcolor="#243056" shape=box]
subgraph cluster_kind { subgraph cluster_ec2 {
label="Kind Cluster: unt (namespace: unt)" label="EC2 (mcrn.ar)"
color="#ff9800"
fontcolor="#ff9800"
style=rounded
nginx_edge [label="nginx (gateway container)\n443 · SSL\nstellarair.mcrn.ar\nlangfuse.mcrn.ar\nnova.mcrn.ar (Kong backend)" fillcolor="#121829" shape=box]
nova_ui [label="nova-ui\nnginx + Vue build" fillcolor="#0d1a33" shape=box]
nova_api [label="nova-api\nuvicorn · FastAPI\nMCP clients (stdio)" fillcolor="#0d1a33" shape=box]
}
subgraph cluster_kind_unt {
label="Kind Cluster: unt (local dev)"
color="#0066ff" color="#0066ff"
fontcolor="#0066ff" fontcolor="#0066ff"
style=rounded style=rounded
subgraph cluster_frontend_pod { unt_ui [label="ui pod\nnginx + Vue\nNodePort 30040" fillcolor="#121829" shape=box]
label="Pod: ui" unt_api [label="api pod\nuvicorn · FastAPI" fillcolor="#121829" shape=box]
color="#1e2a4a"
fontcolor="#4a5568"
ui [label="nginx\n:80\n\nVue SPA\nProxy → api:8000" fillcolor="#121829" shape=box]
ui_svc [label="Service: ui\nNodePort 30040" fillcolor="#0d1a33" shape=diamond fontsize=9]
} }
subgraph cluster_api_pod { subgraph cluster_kind_lng {
label="Pod: api" label="Kind Cluster: lng (shared observability)"
color="#1e2a4a" color="#00c853"
fontcolor="#4a5568" fontcolor="#00c853"
api [label="uvicorn\n:8000\n\nFastAPI\nMCP clients (stdio)\nLangGraph agents" fillcolor="#121829" shape=box] style=rounded
api_svc [label="Service: api\nClusterIP" fillcolor="#0d1a33" shape=diamond fontsize=9]
}
subgraph cluster_langfuse_pod { lf_web [label="langfuse-web\nNext.js\nNodePort 30030" fillcolor="#121829" shape=box]
label="Pod: langfuse" lf_worker [label="langfuse-worker\nClickHouse writer" fillcolor="#121829" shape=box]
color="#1e2a4a" lf_ch [label="ClickHouse\ntraces · spans" fillcolor="#0d1a33" shape=cylinder]
fontcolor="#4a5568" lf_pg [label="Postgres\nmetadata" fillcolor="#0d1a33" shape=cylinder]
langfuse [label="Langfuse\n:3000\n\nTrace viewer" fillcolor="#121829" shape=box] lf_redis [label="Redis\nqueue · cache" fillcolor="#0d1a33" shape=cylinder]
langfuse_svc [label="Service: langfuse\nNodePort 30030" fillcolor="#0d1a33" shape=diamond fontsize=9] lf_minio [label="MinIO\nS3 events" fillcolor="#0d1a33" shape=cylinder]
}
subgraph cluster_pg_pod {
label="Pod: postgres"
color="#1e2a4a"
fontcolor="#4a5568"
pg [label="PostgreSQL\n:5432\n\nLangfuse data" fillcolor="#121829" shape=cylinder]
pg_svc [label="Service: postgres\nClusterIP" fillcolor="#0d1a33" shape=diamond fontsize=9]
}
} }
subgraph cluster_external { subgraph cluster_external {
@@ -58,25 +54,33 @@ digraph deployment {
style=dashed style=dashed
ext_weather [label="OpenMeteo" fillcolor="#0d2a0d" shape=octagon fontcolor="#00c853"] ext_weather [label="OpenMeteo" fillcolor="#0d2a0d" shape=octagon fontcolor="#00c853"]
ext_faa [label="FAA" fillcolor="#0d2a0d" shape=octagon fontcolor="#00c853"] ext_faa [label="FAA" fillcolor="#0d2a0d" shape=octagon fontcolor="#00c853"]
ext_bedrock [label="AWS Bedrock" fillcolor="#243056" shape=octagon] ext_bedrock [label="Bedrock / Groq\nAnthropic / OpenAI" fillcolor="#243056" shape=octagon]
ext_kong [label="Kong Konnect\n(optional)" fillcolor="#243056" shape=octagon style="filled,dashed"] ext_kong [label="Kong Konnect\n(optional gateway)" fillcolor="#243056" shape=octagon style="filled,dashed"]
} }
// Port mappings // Prod path
user -> ui_svc [label="host:8040 → 30040" color="#0066ff"] user -> nginx_edge [label="stellarair.mcrn.ar" color="#ff9800"]
ui_svc -> ui user -> ext_kong [label="(API governance)" style=dashed color="#4a5568"]
ui -> api_svc [label="proxy"] ext_kong -> nginx_edge [label="X-Gateway-Secret" style=dashed color="#4a5568"]
api_svc -> api nginx_edge -> nova_ui
nova_ui -> nova_api [label="/agents /scenarios"]
nova_api -> ext_weather [label="HTTP" color="#00c853"]
nova_api -> ext_faa [label="HTTP" color="#00c853"]
nova_api -> ext_bedrock [label="LLM calls" style=dashed]
api -> ext_weather [label="HTTP" color="#00c853"] // Dev path
api -> ext_faa [label="HTTP" color="#00c853"] user -> unt_ui [label="localhost:8040" color="#0066ff"]
api -> ext_bedrock [label="Converse API" style=dashed] unt_ui -> unt_api
api -> langfuse_svc [label="traces" style=dotted] unt_api -> ext_weather [style=dashed color="#00c853"]
unt_api -> ext_faa [style=dashed color="#00c853"]
unt_api -> ext_bedrock [style=dashed]
langfuse_svc -> langfuse // Observability (shared by both dev and prod API)
langfuse -> pg_svc unt_api -> lf_web [label="OTLP traces" style=dotted color="#00c853"]
pg_svc -> pg nova_api -> lf_web [label="OTLP traces" style=dotted color="#00c853"]
lf_web -> lf_redis
user -> ext_kong [style=dashed label="(optional)" color="#4a5568"] lf_worker -> lf_redis
ext_kong -> ui_svc [style=dashed color="#4a5568"] lf_worker -> lf_ch
lf_web -> lf_pg
lf_web -> lf_minio
} }

394
docs/graphs/deployment.svg
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@@ -4,222 +4,280 @@
<!-- Generated by graphviz version 14.1.2 (0) <!-- Generated by graphviz version 14.1.2 (0)
--> -->
<!-- Title: deployment Pages: 1 --> <!-- Title: deployment Pages: 1 -->
<svg style="background:#0a0e17" width="1496pt" height="2167pt" <svg width="947pt" height="632pt"
viewBox="0.00 0.00 1496.00 2167.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"> viewBox="0.00 0.00 947.00 632.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g id="graph0" class="graph" transform="scale(2 2) rotate(0) translate(4 1079.34)"> <g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 628.34)">
<title>deployment</title> <title>deployment</title>
<polygon fill="#0a0e17" stroke="none" points="-4,4 -4,-1079.34 744,-1079.34 744,4 -4,4"/> <polygon fill="#0a0e17" stroke="none" points="-4,4 -4,-628.34 943,-628.34 943,4 -4,4"/>
<text xml:space="preserve" text-anchor="middle" x="370" y="-1058.04" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#0066ff">Deployment — Kind Cluster (dev) / EC2 (prod)</text> <text xml:space="preserve" text-anchor="middle" x="469.5" y="-607.04" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#0066ff">Deployment — Kind Clusters (dev) / EC2 (prod)</text>
<g id="clust1" class="cluster"> <g id="clust1" class="cluster">
<title>cluster_kind</title> <title>cluster_ec2</title>
<path fill="#0a0e17" stroke="#0066ff" d="M20,-8C20,-8 260,-8 260,-8 266,-8 272,-14 272,-20 272,-20 272,-964.84 272,-964.84 272,-970.84 266,-976.84 260,-976.84 260,-976.84 20,-976.84 20,-976.84 14,-976.84 8,-970.84 8,-964.84 8,-964.84 8,-20 8,-20 8,-14 14,-8 20,-8"/> <path fill="#0a0e17" stroke="#ff9800" d="M536,-212.84C536,-212.84 686,-212.84 686,-212.84 692,-212.84 698,-218.84 698,-224.84 698,-224.84 698,-513.84 698,-513.84 698,-519.84 692,-525.84 686,-525.84 686,-525.84 536,-525.84 536,-525.84 530,-525.84 524,-519.84 524,-513.84 524,-513.84 524,-224.84 524,-224.84 524,-218.84 530,-212.84 536,-212.84"/>
<text xml:space="preserve" text-anchor="middle" x="140" y="-959.54" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#0066ff">Kind Cluster: unt &#160;(namespace: unt)</text> <text xml:space="preserve" text-anchor="middle" x="611" y="-508.54" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#ff9800">EC2 (mcrn.ar)</text>
</g> </g>
<g id="clust2" class="cluster"> <g id="clust2" class="cluster">
<title>cluster_frontend_pod</title> <title>cluster_kind_unt</title>
<path fill="#0a0e17" stroke="#1e2a4a" d="M80,-733.34C80,-733.34 252,-733.34 252,-733.34 258,-733.34 264,-739.34 264,-745.34 264,-745.34 264,-931.59 264,-931.59 264,-937.59 258,-943.59 252,-943.59 252,-943.59 80,-943.59 80,-943.59 74,-943.59 68,-937.59 68,-931.59 68,-931.59 68,-745.34 68,-745.34 68,-739.34 74,-733.34 80,-733.34"/> <path fill="#0a0e17" stroke="#0066ff" d="M280,-217.97C280,-217.97 465,-217.97 465,-217.97 471,-217.97 477,-223.97 477,-229.97 477,-229.97 477,-381.84 477,-381.84 477,-387.84 471,-393.84 465,-393.84 465,-393.84 280,-393.84 280,-393.84 274,-393.84 268,-387.84 268,-381.84 268,-381.84 268,-229.97 268,-229.97 268,-223.97 274,-217.97 280,-217.97"/>
<text xml:space="preserve" text-anchor="middle" x="166" y="-926.29" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#4a5568">Pod: ui</text> <text xml:space="preserve" text-anchor="middle" x="372.5" y="-376.54" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#0066ff">Kind Cluster: unt (local dev)</text>
</g> </g>
<g id="clust3" class="cluster"> <g id="clust3" class="cluster">
<title>cluster_api_pod</title> <title>cluster_kind_lng</title>
<path fill="#0a0e17" stroke="#1e2a4a" d="M122,-481.09C122,-481.09 252,-481.09 252,-481.09 258,-481.09 264,-487.09 264,-493.09 264,-493.09 264,-692.09 264,-692.09 264,-698.09 258,-704.09 252,-704.09 252,-704.09 122,-704.09 122,-704.09 116,-704.09 110,-698.09 110,-692.09 110,-692.09 110,-493.09 110,-493.09 110,-487.09 116,-481.09 122,-481.09"/> <path fill="#0a0e17" stroke="#00c853" d="M20,-8C20,-8 361,-8 361,-8 367,-8 373,-14 373,-20 373,-20 373,-169.08 373,-169.08 373,-175.08 367,-181.08 361,-181.08 361,-181.08 20,-181.08 20,-181.08 14,-181.08 8,-175.08 8,-169.08 8,-169.08 8,-20 8,-20 8,-14 14,-8 20,-8"/>
<text xml:space="preserve" text-anchor="middle" x="187" y="-686.79" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#4a5568">Pod: api</text> <text xml:space="preserve" text-anchor="middle" x="190.5" y="-163.78" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#00c853">Kind Cluster: lng (shared observability)</text>
</g> </g>
<g id="clust4" class="cluster"> <g id="clust4" class="cluster">
<title>cluster_langfuse_pod</title>
<path fill="#0a0e17" stroke="#1e2a4a" d="M74,-254.34C74,-254.34 252,-254.34 252,-254.34 258,-254.34 264,-260.34 264,-266.34 264,-266.34 264,-439.84 264,-439.84 264,-445.84 258,-451.84 252,-451.84 252,-451.84 74,-451.84 74,-451.84 68,-451.84 62,-445.84 62,-439.84 62,-439.84 62,-266.34 62,-266.34 62,-260.34 68,-254.34 74,-254.34"/>
<text xml:space="preserve" text-anchor="middle" x="163" y="-434.54" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#4a5568">Pod: langfuse</text>
</g>
<g id="clust5" class="cluster">
<title>cluster_pg_pod</title>
<path fill="#0a0e17" stroke="#1e2a4a" d="M72,-16C72,-16 252,-16 252,-16 258,-16 264,-22 264,-28 264,-28 264,-223.34 264,-223.34 264,-229.34 258,-235.34 252,-235.34 252,-235.34 72,-235.34 72,-235.34 66,-235.34 60,-229.34 60,-223.34 60,-223.34 60,-28 60,-28 60,-22 66,-16 72,-16"/>
<text xml:space="preserve" text-anchor="middle" x="162" y="-218.04" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#4a5568">Pod: postgres</text>
</g>
<g id="clust6" class="cluster">
<title>cluster_external</title> <title>cluster_external</title>
<polygon fill="#0a0e17" stroke="#00c853" stroke-dasharray="5,2" points="280,-354.45 280,-446.98 732,-446.98 732,-354.45 280,-354.45"/> <polygon fill="#0a0e17" stroke="#00c853" stroke-dasharray="5,2" points="381,-91.06 381,-183.59 931,-183.59 931,-91.06 381,-91.06"/>
<text xml:space="preserve" text-anchor="middle" x="506" y="-429.68" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#00c853">External APIs</text> <text xml:space="preserve" text-anchor="middle" x="656" y="-166.29" font-family="Helvetica,sans-Serif" font-size="14.00" fill="#00c853">External APIs</text>
</g> </g>
<!-- user --> <!-- user -->
<g id="node1" class="node"> <g id="node1" class="node">
<title>user</title> <title>user</title>
<polygon fill="#243056" stroke="#1e2a4a" points="465.62,-1050.09 378.38,-1050.09 378.38,-1014.09 465.62,-1014.09 465.62,-1050.09"/> <polygon fill="#243056" stroke="#1e2a4a" points="638.88,-599.09 583.12,-599.09 583.12,-563.09 638.88,-563.09 638.88,-599.09"/>
<text xml:space="preserve" text-anchor="middle" x="422" y="-1035.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Browser</text> <text xml:space="preserve" text-anchor="middle" x="611" y="-577.97" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Browser</text>
<text xml:space="preserve" text-anchor="middle" x="422" y="-1022.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">localhost:8040</text>
</g> </g>
<!-- ui_svc --> <!-- nginx_edge -->
<g id="node3" class="node"> <g id="node2" class="node">
<title>ui_svc</title> <title>nginx_edge</title>
<polygon fill="#0d1a33" stroke="#1e2a4a" points="166,-910.34 75.75,-879.84 166,-849.34 256.25,-879.84 166,-910.34"/> <polygon fill="#121829" stroke="#1e2a4a" points="690.25,-492.59 531.75,-492.59 531.75,-420.84 690.25,-420.84 690.25,-492.59"/>
<text xml:space="preserve" text-anchor="middle" x="166" y="-882.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">Service: ui</text> <text xml:space="preserve" text-anchor="middle" x="611" y="-479.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nginx (gateway container)</text>
<text xml:space="preserve" text-anchor="middle" x="166" y="-871.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">NodePort 30040</text> <text xml:space="preserve" text-anchor="middle" x="611" y="-466.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">443 · SSL</text>
<text xml:space="preserve" text-anchor="middle" x="611" y="-453.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">stellarair.mcrn.ar</text>
<text xml:space="preserve" text-anchor="middle" x="611" y="-440.84" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">langfuse.mcrn.ar</text>
<text xml:space="preserve" text-anchor="middle" x="611" y="-428.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nova.mcrn.ar (Kong backend)</text>
</g> </g>
<!-- user&#45;&gt;ui_svc --> <!-- user&#45;&gt;nginx_edge -->
<g id="edge1" class="edge"> <g id="edge1" class="edge">
<title>user&#45;&gt;ui_svc</title> <title>user&#45;&gt;nginx_edge</title>
<path fill="none" stroke="#0066ff" d="M392.38,-1013.71C346.98,-987.06 259.97,-936 208.05,-905.52"/> <path fill="none" stroke="#ff9800" d="M611,-562.82C611,-547.66 611,-524.89 611,-504.42"/>
<polygon fill="#0066ff" stroke="#0066ff" points="209.86,-902.53 199.46,-900.48 206.31,-908.56 209.86,-902.53"/> <polygon fill="#ff9800" stroke="#ff9800" points="614.5,-504.55 611,-494.55 607.5,-504.55 614.5,-504.55"/>
<text xml:space="preserve" text-anchor="middle" x="405.13" y="-987.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">host:8040 → 30040</text> <text xml:space="preserve" text-anchor="middle" x="649.25" y="-536.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">stellarair.mcrn.ar</text>
</g>
<!-- unt_ui -->
<g id="node5" class="node">
<title>unt_ui</title>
<polygon fill="#121829" stroke="#1e2a4a" points="469,-360.59 375,-360.59 375,-314.34 469,-314.34 469,-360.59"/>
<text xml:space="preserve" text-anchor="middle" x="422" y="-347.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">ui pod</text>
<text xml:space="preserve" text-anchor="middle" x="422" y="-334.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nginx + Vue</text>
<text xml:space="preserve" text-anchor="middle" x="422" y="-321.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">NodePort 30040</text>
</g>
<!-- user&#45;&gt;unt_ui -->
<g id="edge9" class="edge">
<title>user&#45;&gt;unt_ui</title>
<path fill="none" stroke="#0066ff" d="M582.83,-578.8C546.98,-575.55 485.81,-564.31 453.25,-525.84 416.79,-482.77 415.11,-413.57 418,-372.41"/>
<polygon fill="#0066ff" stroke="#0066ff" points="421.48,-372.86 418.84,-362.6 414.5,-372.26 421.48,-372.86"/>
<text xml:space="preserve" text-anchor="middle" x="486.62" y="-453.79" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">localhost:8040</text>
</g> </g>
<!-- ext_kong --> <!-- ext_kong -->
<g id="node13" class="node"> <g id="node16" class="node">
<title>ext_kong</title> <title>ext_kong</title>
<polygon fill="#243056" stroke="#1e2a4a" stroke-dasharray="5,2" points="723.76,-377.47 723.76,-398.71 687,-413.73 635,-413.73 598.24,-398.71 598.24,-377.47 635,-362.45 687,-362.45 723.76,-377.47"/> <polygon fill="#243056" stroke="#1e2a4a" stroke-dasharray="5,2" points="922.85,-114.08 922.85,-135.32 874.32,-150.34 805.68,-150.34 757.15,-135.32 757.15,-114.08 805.68,-99.06 874.32,-99.06 922.85,-114.08"/>
<text xml:space="preserve" text-anchor="middle" x="661" y="-391.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Kong Konnect</text> <text xml:space="preserve" text-anchor="middle" x="840" y="-127.95" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Kong Konnect</text>
<text xml:space="preserve" text-anchor="middle" x="661" y="-378.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">(optional)</text> <text xml:space="preserve" text-anchor="middle" x="840" y="-115.2" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">(optional gateway)</text>
</g> </g>
<!-- user&#45;&gt;ext_kong --> <!-- user&#45;&gt;ext_kong -->
<g id="edge12" class="edge">
<title>user&#45;&gt;ext_kong</title>
<path fill="none" stroke="#4a5568" stroke-dasharray="5,2" d="M465.88,-1022.95C532.38,-1007.78 651,-968.46 651,-880.84 651,-880.84 651,-880.84 651,-529.97 651,-494.35 654.22,-453.8 657,-425.38"/>
<polygon fill="#4a5568" stroke="#4a5568" points="660.48,-425.8 658.01,-415.5 653.52,-425.1 660.48,-425.8"/>
<text xml:space="preserve" text-anchor="middle" x="672.75" y="-714.79" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">(optional)</text>
</g>
<!-- ui -->
<g id="node2" class="node">
<title>ui</title>
<polygon fill="#121829" stroke="#1e2a4a" points="229,-812.34 129,-812.34 129,-741.34 229,-741.34 229,-812.34"/>
<text xml:space="preserve" text-anchor="middle" x="179" y="-798.84" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nginx</text>
<text xml:space="preserve" text-anchor="middle" x="179" y="-786.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">:80</text>
<text xml:space="preserve" text-anchor="middle" x="179" y="-761.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Vue SPA</text>
<text xml:space="preserve" text-anchor="middle" x="179" y="-748.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Proxy → api:8000</text>
</g>
<!-- api_svc -->
<g id="node5" class="node">
<title>api_svc</title>
<polygon fill="#0d1a33" stroke="#1e2a4a" points="187,-670.84 118.5,-640.34 187,-609.84 255.5,-640.34 187,-670.84"/>
<text xml:space="preserve" text-anchor="middle" x="187" y="-643.04" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">Service: api</text>
<text xml:space="preserve" text-anchor="middle" x="187" y="-631.79" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">ClusterIP</text>
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<g id="edge3" class="edge">
<title>ui&#45;&gt;api_svc</title>
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<text xml:space="preserve" text-anchor="middle" x="195.51" y="-714.79" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">proxy</text>
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<!-- ui_svc&#45;&gt;ui -->
<g id="edge2" class="edge"> <g id="edge2" class="edge">
<title>ui_svc&#45;&gt;ui</title> <title>user&#45;&gt;ext_kong</title>
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<text xml:space="preserve" text-anchor="middle" x="851" y="-334.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">(API governance)</text>
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<g id="node3" class="node">
<title>nova_ui</title>
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<text xml:space="preserve" text-anchor="middle" x="609" y="-340.72" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nova&#45;ui</text>
<text xml:space="preserve" text-anchor="middle" x="609" y="-327.97" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nginx + Vue build</text>
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<!-- nginx_edge&#45;&gt;nova_ui -->
<g id="edge4" class="edge">
<title>nginx_edge&#45;&gt;nova_ui</title>
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<g id="node4" class="node"> <g id="node4" class="node">
<title>api</title> <title>nova_api</title>
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<text xml:space="preserve" text-anchor="middle" x="202" y="-559.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">uvicorn</text> <text xml:space="preserve" text-anchor="middle" x="609" y="-253.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">nova&#45;api</text>
<text xml:space="preserve" text-anchor="middle" x="202" y="-546.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">:8000</text> <text xml:space="preserve" text-anchor="middle" x="609" y="-240.84" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">uvicorn · FastAPI</text>
<text xml:space="preserve" text-anchor="middle" x="202" y="-521.84" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">FastAPI</text> <text xml:space="preserve" text-anchor="middle" x="609" y="-228.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">MCP clients (stdio)</text>
<text xml:space="preserve" text-anchor="middle" x="202" y="-509.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">MCP clients (stdio)</text>
<text xml:space="preserve" text-anchor="middle" x="202" y="-496.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">LangGraph agents</text>
</g> </g>
<!-- langfuse_svc --> <!-- nova_ui&#45;&gt;nova_api -->
<g id="edge5" class="edge">
<title>nova_ui&#45;&gt;nova_api</title>
<path fill="none" stroke="#4a5568" d="M609,-319.26C609,-307.77 609,-292.29 609,-278.43"/>
<polygon fill="#4a5568" stroke="#4a5568" points="612.5,-278.81 609,-268.81 605.5,-278.81 612.5,-278.81"/>
<text xml:space="preserve" text-anchor="middle" x="649.88" y="-287.79" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">/agents /scenarios</text>
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<!-- lf_web -->
<g id="node7" class="node"> <g id="node7" class="node">
<title>langfuse_svc</title> <title>lf_web</title>
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<text xml:space="preserve" text-anchor="middle" x="163" y="-390.79" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">Service: langfuse</text> <text xml:space="preserve" text-anchor="middle" x="198" y="-134.33" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">langfuse&#45;web</text>
<text xml:space="preserve" text-anchor="middle" x="163" y="-379.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">NodePort 30030</text> <text xml:space="preserve" text-anchor="middle" x="198" y="-121.58" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Next.js</text>
<text xml:space="preserve" text-anchor="middle" x="198" y="-108.83" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">NodePort 30030</text>
</g> </g>
<!-- api&#45;&gt;langfuse_svc --> <!-- nova_api&#45;&gt;lf_web -->
<g id="edge8" class="edge"> <g id="edge15" class="edge">
<title>api&#45;&gt;langfuse_svc</title> <title>nova_api&#45;&gt;lf_web</title>
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<text xml:space="preserve" text-anchor="middle" x="198.71" y="-462.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">traces</text> <text xml:space="preserve" text-anchor="middle" x="453.63" y="-194.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">OTLP traces</text>
</g> </g>
<!-- ext_weather --> <!-- ext_weather -->
<g id="node10" class="node"> <g id="node13" class="node">
<title>ext_weather</title> <title>ext_weather</title>
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<text xml:space="preserve" text-anchor="middle" x="336" y="-384.97" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#00c853">OpenMeteo</text> <text xml:space="preserve" text-anchor="middle" x="691" y="-121.58" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#00c853">OpenMeteo</text>
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<!-- api&#45;&gt;ext_weather --> <!-- nova_api&#45;&gt;ext_weather -->
<g id="edge5" class="edge"> <g id="edge6" class="edge">
<title>api&#45;&gt;ext_weather</title> <title>nova_api&#45;&gt;ext_weather</title>
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<polygon fill="#00c853" stroke="#00c853" points="314.22,-417.07 318.58,-407.41 309.15,-412.24 314.22,-417.07"/> <polygon fill="#00c853" stroke="#00c853" points="696.31,-154.68 692.71,-144.71 689.31,-154.75 696.31,-154.68"/>
<text xml:space="preserve" text-anchor="middle" x="276.23" y="-462.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">HTTP</text> <text xml:space="preserve" text-anchor="middle" x="697.13" y="-194.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">HTTP</text>
</g> </g>
<!-- ext_faa --> <!-- ext_faa -->
<g id="node11" class="node"> <g id="node14" class="node">
<title>ext_faa</title> <title>ext_faa</title>
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<text xml:space="preserve" text-anchor="middle" x="429" y="-384.97" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#00c853">FAA</text> <text xml:space="preserve" text-anchor="middle" x="598" y="-121.58" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#00c853">FAA</text>
</g> </g>
<!-- api&#45;&gt;ext_faa --> <!-- nova_api&#45;&gt;ext_faa -->
<g id="edge6" class="edge"> <g id="edge7" class="edge">
<title>api&#45;&gt;ext_faa</title> <title>nova_api&#45;&gt;ext_faa</title>
<path fill="none" stroke="#00c853" d="M256.12,-518.06C297.44,-506.72 353.78,-486.18 393,-451.84 403.89,-442.31 412.27,-428.64 418.19,-416.5"/> <path fill="none" stroke="#00c853" d="M642.89,-220.59C651.8,-211.88 657.36,-201.61 651,-191.59 646.53,-184.54 640.24,-189.14 634,-183.59 624.52,-175.15 616.66,-163.63 610.73,-153.08"/>
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<text xml:space="preserve" text-anchor="middle" x="391.29" y="-462.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">HTTP</text> <text xml:space="preserve" text-anchor="middle" x="664.99" y="-194.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">HTTP</text>
</g> </g>
<!-- ext_bedrock --> <!-- ext_bedrock -->
<g id="node12" class="node"> <g id="node15" class="node">
<title>ext_bedrock</title> <title>ext_bedrock</title>
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<text xml:space="preserve" text-anchor="middle" x="527" y="-384.97" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">AWS Bedrock</text> <text xml:space="preserve" text-anchor="middle" x="471" y="-127.95" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Bedrock / Groq</text>
<text xml:space="preserve" text-anchor="middle" x="471" y="-115.2" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Anthropic / OpenAI</text>
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<!-- api&#45;&gt;ext_bedrock --> <!-- nova_api&#45;&gt;ext_bedrock -->
<g id="edge7" class="edge"> <g id="edge8" class="edge">
<title>api&#45;&gt;ext_bedrock</title> <title>nova_api&#45;&gt;ext_bedrock</title>
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<text xml:space="preserve" text-anchor="middle" x="475.05" y="-462.54" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">Converse API</text> <text xml:space="preserve" text-anchor="middle" x="615.8" y="-194.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">LLM calls</text>
</g> </g>
<!-- api_svc&#45;&gt;api --> <!-- unt_api -->
<g id="edge4" class="edge">
<title>api_svc&#45;&gt;api</title>
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<polygon fill="#4a5568" stroke="#4a5568" points="198.1,-585.21 196.01,-574.82 191.16,-584.24 198.1,-585.21"/>
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<!-- langfuse -->
<g id="node6" class="node"> <g id="node6" class="node">
<title>langfuse</title> <title>unt_api</title>
<polygon fill="#121829" stroke="#1e2a4a" points="200.75,-320.59 123.25,-320.59 123.25,-262.34 200.75,-262.34 200.75,-320.59"/> <polygon fill="#121829" stroke="#1e2a4a" points="469.12,-261.97 372.88,-261.97 372.88,-225.97 469.12,-225.97 469.12,-261.97"/>
<text xml:space="preserve" text-anchor="middle" x="162" y="-307.09" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Langfuse</text> <text xml:space="preserve" text-anchor="middle" x="421" y="-247.22" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">api pod</text>
<text xml:space="preserve" text-anchor="middle" x="162" y="-294.34" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">:3000</text> <text xml:space="preserve" text-anchor="middle" x="421" y="-234.47" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">uvicorn · FastAPI</text>
<text xml:space="preserve" text-anchor="middle" x="162" y="-269.59" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Trace viewer</text>
</g> </g>
<!-- pg_svc --> <!-- unt_ui&#45;&gt;unt_api -->
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<title>pg_svc</title>
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<text xml:space="preserve" text-anchor="middle" x="162" y="-174.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">Service: postgres</text>
<text xml:space="preserve" text-anchor="middle" x="162" y="-163.04" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#e8eaf0">ClusterIP</text>
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<!-- langfuse&#45;&gt;pg_svc -->
<g id="edge10" class="edge"> <g id="edge10" class="edge">
<title>langfuse&#45;&gt;pg_svc</title> <title>unt_ui&#45;&gt;unt_api</title>
<path fill="none" stroke="#4a5568" d="M162,-261.93C162,-247.46 162,-229.62 162,-213.69"/> <path fill="none" stroke="#4a5568" d="M421.75,-313.85C421.62,-301.69 421.45,-286.58 421.31,-273.61"/>
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<!-- langfuse_svc&#45;&gt;langfuse --> <!-- unt_api&#45;&gt;lf_web -->
<g id="edge9" class="edge"> <g id="edge14" class="edge">
<title>langfuse_svc&#45;&gt;langfuse</title> <title>unt_api&#45;&gt;lf_web</title>
<path fill="none" stroke="#4a5568" d="M162.69,-357.41C162.6,-349.53 162.51,-340.88 162.42,-332.55"/> <path fill="none" stroke="#00c853" stroke-dasharray="1,5" d="M372.64,-232.1C337.77,-222.81 290.61,-207.15 254,-183.59 242.63,-176.28 231.86,-166.23 222.86,-156.56"/>
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<text xml:space="preserve" text-anchor="middle" x="314.52" y="-194.29" font-family="Helvetica,sans-Serif" font-size="9.00" fill="#8892a8">OTLP traces</text>
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<!-- pg --> <!-- unt_api&#45;&gt;ext_weather -->
<g id="node8" class="node">
<title>pg</title>
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<text xml:space="preserve" text-anchor="middle" x="162" y="-79.67" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">PostgreSQL</text>
<text xml:space="preserve" text-anchor="middle" x="162" y="-66.92" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">:5432</text>
<text xml:space="preserve" text-anchor="middle" x="162" y="-42.17" font-family="Helvetica,sans-Serif" font-size="10.00" fill="#e8eaf0">Langfuse data</text>
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<!-- pg_svc&#45;&gt;pg -->
<g id="edge11" class="edge"> <g id="edge11" class="edge">
<title>pg_svc&#45;&gt;pg</title> <title>unt_api&#45;&gt;ext_weather</title>
<path fill="none" stroke="#4a5568" d="M162,-140.63C162,-132.92 162,-124.41 162,-115.96"/> <path fill="none" stroke="#00c853" stroke-dasharray="5,2" d="M437.98,-225.52C450.77,-213.62 469.41,-198.77 489,-191.59 519.3,-180.49 604.59,-196.87 634,-183.59 649.26,-176.7 662.63,-163.75 672.58,-151.84"/>
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<!-- ext_kong&#45;&gt;ui_svc --> <!-- unt_api&#45;&gt;ext_faa -->
<g id="edge12" class="edge">
<title>unt_api&#45;&gt;ext_faa</title>
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<!-- unt_api&#45;&gt;ext_bedrock -->
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<title>ext_kong&#45;&gt;ui_svc</title> <title>unt_api&#45;&gt;ext_bedrock</title>
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docs/graphs/repo_structure.dot
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@@ -14,70 +14,67 @@ digraph repo_structure {
mcp [label="mcp_servers/" fillcolor="#121829"] mcp [label="mcp_servers/" fillcolor="#121829"]
agents [label="agents/" fillcolor="#121829"] agents [label="agents/" fillcolor="#121829"]
irrop [label="irrop/" fillcolor="#121829"]
api [label="api/" fillcolor="#121829"] api [label="api/" fillcolor="#121829"]
ui_root [label="ui/" fillcolor="#121829"] ui_root [label="ui/" fillcolor="#121829"]
ctrl [label="ctrl/" fillcolor="#121829"] ctrl [label="ctrl/" fillcolor="#121829"]
tests [label="tests/" fillcolor="#121829"]
woodpecker [label=".woodpecker/" fillcolor="#121829"]
docs [label="docs/" fillcolor="#121829"] docs [label="docs/" fillcolor="#121829"]
// MCP subtree // MCP subtree
mcp_shared [label="shared/\nserver.py\ntools/ resources/ prompts/" fillcolor="#0d1a33" shape=box] mcp_shared [label="shared/\nserver.py\ntools.py · resources.py · prompts.py" fillcolor="#0d1a33" shape=box]
mcp_ops [label="ops/\nserver.py\ntools/ resources/ prompts/" fillcolor="#0d1a33" shape=box] mcp_ops [label="ops/\nserver.py\ntools.py · resources.py · prompts.py" fillcolor="#0d1a33" shape=box]
mcp_pax [label="passenger/\nserver.py\ntools/ resources/ prompts/" fillcolor="#0d1a33" shape=box] mcp_pax [label="passenger/\nserver.py\ntools.py · resources.py · prompts.py" fillcolor="#0d1a33" shape=box]
mcp_data [label="data/\nmodels.py\nreal/ (openmeteo, faa)\nmock/\nscenarios/ (4 scenarios)" fillcolor="#0d1a33" shape=box] mcp_llm [label="shared_llm.py\nGroq · Anthropic\nBedrock · OpenAI" fillcolor="#0d1a33" shape=box]
mcp_data [label="data/\nmodels.py\nreal/ (openmeteo, faa)\nscenarios/ (4 scenarios)" fillcolor="#0d1a33" shape=box]
// Agents subtree // Agents subtree
ag_efhas [label="fce.py\nFCE agent" fillcolor="#1a1a3a" shape=box] ag_fce [label="fce.py\nFCE agent" fillcolor="#1a1a3a" shape=box]
ag_handover [label="handover.py\nHandover agent" fillcolor="#1a1a3a" shape=box] ag_handover [label="handover.py\nHandover agent" fillcolor="#1a1a3a" shape=box]
ag_shared [label="shared/\nmcp_client.py\nllm.py" fillcolor="#1a1a3a" shape=box] ag_shared [label="shared/\nmcp_client.py\nparser.py · tool_runner.py" fillcolor="#1a1a3a" shape=box]
// IRROP subtree
ir_models [label="models/\nflight, passenger\ncrew, recovery" fillcolor="#1a2a1a" shape=box]
ir_rules [label="rules/\nfaa_part117\nrebooking\ncompensation" fillcolor="#1a2a1a" shape=box]
ir_pipeline [label="pipeline/\ningest → triage →\nrebook → compensate" fillcolor="#1a2a1a" shape=box]
// API subtree // API subtree
api_main [label="main.py\nFastAPI + WebSocket" fillcolor="#2a1a1a" shape=box] api_main [label="main.py\nFastAPI + WebSocket\nhealth · runs · Langfuse" fillcolor="#2a1a1a" shape=box]
api_routes [label="routes/\nagents, scenarios, ws" fillcolor="#2a1a1a" shape=box] api_config [label="config.py\nPydantic Settings" fillcolor="#2a1a1a" shape=box]
// UI subtree // UI subtree
ui_fw [label="framework/\nsoleprint-ui\n(shared component lib)" fillcolor="#2a2a0d" shape=box] ui_fw [label="framework/\nsoleprint-ui\n(shared component lib)" fillcolor="#2a2a0d" shape=box]
ui_app [label="app/\nVue 3 SPA\npages/ components/\nmars-tokens.css" fillcolor="#2a2a0d" shape=box] ui_app [label="app/\nVue 3 SPA\nconfig.ts (Kong proxy)" fillcolor="#2a2a0d" shape=box]
// Ctrl subtree // Ctrl subtree
ctrl_docker [label="Dockerfile.api\nDockerfile.ui\nnginx.conf\ndocker-compose.yml" fillcolor="#1a1a2a" shape=box] ctrl_docker [label="Dockerfile.api\nDockerfile.ui\nnginx.conf" fillcolor="#1a1a2a" shape=box]
ctrl_k8s [label="k8s/\nbase/ overlays/dev/\nkind-config.yaml" fillcolor="#1a1a2a" shape=box] ctrl_k8s [label="k8s/\nbase/ overlays/dev/\nkind-config.yaml" fillcolor="#1a1a2a" shape=box]
ctrl_tilt [label="Tiltfile\ntilt_config.json" fillcolor="#1a1a2a" shape=box] ctrl_edge [label="edge/\ndocker-compose.yml\n(production)" fillcolor="#1a1a2a" shape=box]
ctrl_tilt [label="Tiltfile\ndeploy.sh" fillcolor="#1a1a2a" shape=box]
// Edges // Edges
root -> mcp root -> mcp
root -> agents root -> agents
root -> irrop
root -> api root -> api
root -> ui_root root -> ui_root
root -> ctrl root -> ctrl
root -> tests
root -> woodpecker
root -> docs root -> docs
mcp -> mcp_shared mcp -> mcp_shared
mcp -> mcp_ops mcp -> mcp_ops
mcp -> mcp_pax mcp -> mcp_pax
mcp -> mcp_llm
mcp -> mcp_data mcp -> mcp_data
agents -> ag_efhas agents -> ag_fce
agents -> ag_handover agents -> ag_handover
agents -> ag_shared agents -> ag_shared
irrop -> ir_models
irrop -> ir_rules
irrop -> ir_pipeline
api -> api_main api -> api_main
api -> api_routes api -> api_config
ui_root -> ui_fw ui_root -> ui_fw
ui_root -> ui_app ui_root -> ui_app
ctrl -> ctrl_docker ctrl -> ctrl_docker
ctrl -> ctrl_k8s ctrl -> ctrl_k8s
ctrl -> ctrl_edge
ctrl -> ctrl_tilt ctrl -> ctrl_tilt
} }

417
docs/graphs/repo_structure.svg
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@@ -193,7 +193,7 @@
<section id="system" class="graph-section active"> <section id="system" class="graph-section active">
<h2>SYSTEM ARCHITECTURE</h2> <h2>SYSTEM ARCHITECTURE</h2>
<p>End-to-end view: Vue UI → Kong gateway → FastAPI → MCP servers → live and scenario data sources. Langfuse traces every agent run.</p> <p>End-to-end view: Vue UI → Kong gateway (optional) → FastAPI → MCP servers → live and scenario data sources. Langfuse (separate shared cluster) traces every agent run and tool call.</p>
<div class="graph-container"> <div class="graph-container">
<a href="viewer.html?src=graphs/system_architecture.svg"><img src="graphs/system_architecture.svg" alt="System Architecture"></a> <a href="viewer.html?src=graphs/system_architecture.svg"><img src="graphs/system_architecture.svg" alt="System Architecture"></a>
</div> </div>
@@ -252,7 +252,7 @@
<section id="deploy" class="graph-section"> <section id="deploy" class="graph-section">
<h2>DEPLOYMENT</h2> <h2>DEPLOYMENT</h2>
<p>Kind cluster for dev (Tilt), docker-compose for quick start, EC2 for production demo. Entry point: localhost:8040.</p> <p>Kind cluster for dev (Tilt), docker-compose for EC2 production (nova-api + nova-ui on shared gateway network). Woodpecker CI builds images on push to main. EC2 nginx proxies stellarair.mcrn.ar → container; Kong Konnect available as optional governance layer.</p>
<div class="graph-container"> <div class="graph-container">
<a href="viewer.html?src=graphs/deployment.svg"><img src="graphs/deployment.svg" alt="Deployment"></a> <a href="viewer.html?src=graphs/deployment.svg"><img src="graphs/deployment.svg" alt="Deployment"></a>
</div> </div>
@@ -264,38 +264,45 @@
<div class="tree-container"> <div class="tree-container">
<pre class="repo-tree"><span class="t-root">stellar-ops/</span> <pre class="repo-tree"><span class="t-root">stellar-ops/</span>
├── <span class="t-dir">mcp_servers/</span> ├── <span class="t-dir">mcp_servers/</span>
│ ├── <span class="t-mcp">shared/</span> <span class="t-comment">server.py — tools/ resources/ prompts/</span> │ ├── <span class="t-mcp">shared/</span> <span class="t-comment">server.py · tools.py · resources.py · prompts.py</span>
│ │ └── tools: <span class="t-live">get_route_weather</span> · <span class="t-live">get_hub_forecasts</span> · <span class="t-live">get_airport_status</span> │ │ └── tools: <span class="t-live">get_route_weather</span> · <span class="t-live">get_hub_forecasts</span> · <span class="t-live">get_airport_status</span>
│ │ get_flight_status · get_flight_details · get_irregular_ops │ │ get_flight_status · get_flight_details · get_irregular_ops
│ │ get_airport_congestion · get_maintenance_flags │ │ get_airport_congestion · get_maintenance_flags
│ ├── <span class="t-ops">ops/</span> <span class="t-comment">server.py — tools/ resources/ prompts/</span> │ ├── <span class="t-ops">ops/</span> <span class="t-comment">server.py · tools.py · resources.py · prompts.py</span>
│ │ └── tools: get_crew_notes · get_crew_duty_status · get_pending_rebookings │ │ └── tools: get_crew_notes · get_crew_duty_status · get_pending_rebookings
│ │ generate_narrative │ │ generate_narrative
│ ├── <span class="t-pax">passenger/</span> <span class="t-comment">server.py — tools/ resources/ prompts/</span> │ ├── <span class="t-pax">passenger/</span> <span class="t-comment">server.py · tools.py · resources.py · prompts.py</span>
│ │ └── tools: generate_notification │ │ └── tools: generate_notification
│ ├── shared_llm.py <span class="t-comment">multi-provider: Groq · Anthropic · Bedrock · OpenAI</span>
│ └── <span class="t-dir">data/</span> │ └── <span class="t-dir">data/</span>
│ ├── models.py <span class="t-comment">FlightData, CrewMember, Passenger, MELItem, HubInfo</span> │ ├── models.py <span class="t-comment">FlightData · CrewMember · Passenger · MELItem · HubInfo</span>
│ ├── real/ <span class="t-live">openmeteo.py · faa.py</span> │ ├── real/ <span class="t-live">openmeteo.py · faa.py</span>
│ └── scenarios/ <span class="t-comment">normal_ops · weather_disruption_ord</span> │ └── scenarios/ <span class="t-comment">normal_ops · weather_disruption_ord</span>
│ <span class="t-comment">maintenance_delay_sfo · crew_swap_ewr</span> │ <span class="t-comment">maintenance_delay_sfo · crew_swap_ewr</span>
├── <span class="t-dir">agents/</span> ├── <span class="t-dir">agents/</span>
│ ├── fce.py <span class="t-comment">FCE — "Behind Every Departure"</span> │ ├── fce.py <span class="t-comment">FCE — "Behind Every Departure" (passenger notifications)</span>
│ ├── handover.py <span class="t-comment">Shift Handover agent</span> │ ├── handover.py <span class="t-comment">Shift Handover (ops brief: IMMEDIATE / MONITOR / FYI)</span>
│ └── shared/ <span class="t-comment">mcp_client.py · llm.py (Bedrock/Anthropic)</span> │ └── shared/
├── <span class="t-dir">irrop/</span> <span class="t-comment">Disruption Recovery Engine (Project 3)</span> │ ├── mcp_client.py <span class="t-comment">MCPMultiClient + connect_servers context manager</span>
│ ├── models/ <span class="t-comment">flight · passenger · crew · recovery</span> │ ├── parser.py <span class="t-comment">parse_tool_result · parse_resource_result · parse_prompt_result</span>
│ ├── rules/ <span class="t-comment">faa_part117 · rebooking · compensation</span> │ └── tool_runner.py <span class="t-comment">build_tool_caller — timeout · Langfuse span · error collection</span>
│ └── pipeline/ <span class="t-comment">ingest → triage → rebook → compensate</span>
├── <span class="t-dir">api/</span> ├── <span class="t-dir">api/</span>
│ └── main.py <span class="t-comment">FastAPI + WebSocket + scenario data API</span> │ ├── main.py <span class="t-comment">FastAPI: agents, scenarios, WebSocket, /health, Langfuse traces</span>
│ └── config.py <span class="t-comment">Pydantic Settings — centralized env var reads</span>
├── <span class="t-dir">ui/</span> ├── <span class="t-dir">ui/</span>
│ ├── framework/ <span class="t-comment">soleprint-ui (shared component library)</span> │ ├── framework/ <span class="t-comment">soleprint-ui (shared component library)</span>
│ └── app/ <span class="t-comment">Vue 3 SPA — Operations · Internals · Data</span> │ └── app/ <span class="t-comment">Vue 3 SPA — Operations · Internals · Data · Settings</span>
│ └── src/config.ts <span class="t-comment">Kong proxy URL + API/WS base</span>
├── <span class="t-dir">ctrl/</span> ├── <span class="t-dir">ctrl/</span>
│ ├── Dockerfile.api/ui <span class="t-comment">Container builds</span> │ ├── Dockerfile.api/ui <span class="t-comment">Container builds</span>
│ ├── nginx.conf <span class="t-comment">UI nginx (proxies /agents /scenarios /config /health /ws)</span>
│ ├── k8s/ <span class="t-comment">base/ + overlays/dev/ (Kustomize)</span> │ ├── k8s/ <span class="t-comment">base/ + overlays/dev/ (Kustomize)</span>
│ ├── Tiltfile <span class="t-comment">Dev environment (Kind cluster: unt)</span> │ ├── Tiltfile <span class="t-comment">Dev environment (Kind cluster: unt)</span>
│ └── docker-compose.yml <span class="t-comment">Simple alternative</span> │ ├── edge/ <span class="t-comment">Production docker-compose (nova-api + nova-ui on gateway net)</span>
│ └── deploy.sh <span class="t-comment">rsync (bypass CI) · edge (pull registry images)</span>
├── <span class="t-dir">tests/</span> <span class="t-comment">69 tests: models · clients · MCP · scenarios · agents</span>
│ └── base.py <span class="t-comment">dual-mode: inprocess (default) · live (CONTRACT_TEST_MODE=live)</span>
├── <span class="t-dir">.woodpecker/</span> <span class="t-comment">CI pipeline — build API + UI, push to registry.mcrn.ar</span>
├── <span class="t-dir">docs/</span> <span class="t-comment">Architecture graphs (this page)</span> ├── <span class="t-dir">docs/</span> <span class="t-comment">Architecture graphs (this page)</span>
└── .mcp.json <span class="t-comment">Claude Code integration — 3 servers</span></pre> └── .mcp.json <span class="t-comment">Claude Code integration — 3 servers</span></pre>
</div> </div>