deployed to HF

.dockerignore

@@ -0,0 +1,11 @@
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+.pytest_cache/
+.mypy_cache/
+.ruff_cache/
+openenv_AntiAtropos.egg-info/
+.git/
+.venv/
+.DS_Store

Dockerfile

@@ -0,0 +1,57 @@
+FROM python:3.10-slim
+
+ENV DEBIAN_FRONTEND=noninteractive \
+    PYTHONUNBUFFERED=1 \
+    PIP_NO_CACHE_DIR=1 \
+    PROMETHEUS_VERSION=3.5.1 \
+    GRAFANA_VERSION=12.3.1 \
+    PROMETHEUS_ARCH=linux-amd64 \
+    GRAFANA_ARCH=linux-amd64
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    bash \
+    ca-certificates \
+    curl \
+    fontconfig \
+    libfontconfig1 \
+    libfreetype6 \
+    libx11-6 \
+    libxext6 \
+    libxrender1 \
+    nginx \
+    tar \
+    wget \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY . /app
+
+RUN pip install --upgrade pip setuptools wheel \
+    && pip install -e .
+
+RUN set -eux; \
+    mkdir -p /opt/prometheus /opt/grafana /var/lib/grafana /var/log/grafana /var/lib/prometheus /etc/grafana /etc/prometheus; \
+    curl -fsSL -o /tmp/prometheus.tar.gz "https://github.com/prometheus/prometheus/releases/download/v${PROMETHEUS_VERSION}/prometheus-${PROMETHEUS_VERSION}.${PROMETHEUS_ARCH}.tar.gz"; \
+    tar -xzf /tmp/prometheus.tar.gz -C /tmp; \
+    PROMETHEUS_DIR="$(find /tmp -maxdepth 1 -type d -name "prometheus-*" | head -n 1)"; \
+    cp -a "${PROMETHEUS_DIR}/." /opt/prometheus/; \
+    curl -fsSL -o /tmp/grafana.tar.gz "https://dl.grafana.com/oss/release/grafana-${GRAFANA_VERSION}.linux-amd64.tar.gz"; \
+    tar -xzf /tmp/grafana.tar.gz -C /tmp; \
+    GRAFANA_DIR="$(find /tmp -maxdepth 1 -type d -name "grafana-*" | head -n 1)"; \
+    cp -a "${GRAFANA_DIR}/." /opt/grafana/; \
+    rm -rf /tmp/prometheus* /tmp/grafana*; \
+    chmod +x /app/deploy/entrypoint.sh
+
+COPY deploy/nginx.conf /etc/nginx/nginx.conf
+COPY deploy/prometheus.yml /etc/prometheus/prometheus.yml
+COPY deploy/index.html /var/www/html/index.html
+COPY deploy/grafana/grafana.ini /etc/grafana/grafana.ini
+COPY deploy/grafana/provisioning /etc/grafana/provisioning
+
+EXPOSE 7860
+
+HEALTHCHECK --interval=30s --timeout=5s --start-period=30s --retries=3 \
+    CMD curl -fsS http://127.0.0.1:7860/health || exit 1
+
+CMD ["/app/deploy/entrypoint.sh"]

README.md

@@ -5,8 +5,8 @@ colorFrom: gray
 colorTo: red
 sdk: docker
 pinned: false
-app_port: 8000
-base_path: /web
+app_port: 7860
+base_path: /
 tags:
   - openenv
 ---

deploy/entrypoint.sh

@@ -0,0 +1,62 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+FASTAPI_PID=""
+PROMETHEUS_PID=""
+GRAFANA_PID=""
+NGINX_PID=""
+MONITOR_PID=""
+
+cleanup() {
+    for pid in "${MONITOR_PID}" "${NGINX_PID}" "${GRAFANA_PID}" "${PROMETHEUS_PID}" "${FASTAPI_PID}"; do
+        if [[ -n "${pid}" ]]; then
+            kill "${pid}" 2>/dev/null || true
+        fi
+    done
+}
+
+trap cleanup INT TERM EXIT
+
+cd /app
+
+uvicorn server.app:app --host 127.0.0.1 --port 8000 &
+FASTAPI_PID=$!
+
+/opt/prometheus/prometheus \
+    --config.file=/etc/prometheus/prometheus.yml \
+    --storage.tsdb.path=/tmp/prometheus-data \
+    --web.listen-address=127.0.0.1:9090 \
+    --web.route-prefix=/prometheus \
+    &
+PROMETHEUS_PID=$!
+
+/opt/grafana/bin/grafana-server \
+    --homepath /opt/grafana \
+    --config /etc/grafana/grafana.ini \
+    cfg:default.paths.data=/var/lib/grafana \
+    cfg:default.paths.logs=/var/log/grafana \
+    cfg:default.paths.plugins=/var/lib/grafana/plugins \
+    cfg:default.paths.provisioning=/etc/grafana/provisioning \
+    &
+GRAFANA_PID=$!
+
+nginx -g "daemon off;" &
+NGINX_PID=$!
+
+monitor_children() {
+    while true; do
+        for pid in "${FASTAPI_PID}" "${PROMETHEUS_PID}" "${GRAFANA_PID}"; do
+            if ! kill -0 "${pid}" 2>/dev/null; then
+                echo "A backend service exited unexpectedly." >&2
+                kill "${NGINX_PID}" 2>/dev/null || true
+                exit 1
+            fi
+        done
+        sleep 2
+    done
+}
+
+monitor_children &
+MONITOR_PID=$!
+
+wait "${NGINX_PID}"

deploy/grafana/grafana.ini

@@ -0,0 +1,21 @@
+[server]
+http_addr = 127.0.0.1
+http_port = 3000
+domain = localhost
+root_url = /grafana/
+serve_from_sub_path = true
+router_logging = false
+enable_gzip = true
+
+[auth]
+disable_login_form = false
+
+[auth.anonymous]
+enabled = true
+org_role = Viewer
+
+[dashboards]
+default_home_dashboard_path = /etc/grafana/provisioning/dashboards/json/antiatropos-overview.json
+
+[security]
+allow_embedding = true

deploy/grafana/provisioning/dashboards/dashboard.yaml

@@ -0,0 +1,12 @@
+apiVersion: 1
+
+providers:
+  - name: AntiAtropos Dashboards
+    orgId: 1
+    folder: AntiAtropos
+    type: file
+    disableDeletion: false
+    editable: true
+    updateIntervalSeconds: 30
+    options:
+      path: /etc/grafana/provisioning/dashboards/json

deploy/grafana/provisioning/dashboards/json/antiatropos-overview.json

@@ -0,0 +1,642 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "grafana",
+          "uid": "-- Grafana --"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 1,
+  "id": null,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "decimals": 3,
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 0
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 0,
+        "y": 0
+      },
+      "id": 1,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "none",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_reward",
+          "legendFormat": "reward",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Latest Reward",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "decimals": 3,
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "orange",
+                "value": 0.4
+              },
+              {
+                "color": "red",
+                "value": 0.8
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 6,
+        "y": 0
+      },
+      "id": 2,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "none",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_total_queue_backlog",
+          "legendFormat": "queue backlog",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Queue Backlog (Norm)",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "decimals": 3,
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "orange",
+                "value": 0.4
+              },
+              {
+                "color": "red",
+                "value": 0.8
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 12,
+        "y": 0
+      },
+      "id": 3,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "none",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_average_latency_norm",
+          "legendFormat": "latency",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Latency (Norm)",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "thresholds"
+          },
+          "decimals": 3,
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "orange",
+                "value": 100
+              },
+              {
+                "color": "red",
+                "value": 1000
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 4,
+        "w": 6,
+        "x": 18,
+        "y": 0
+      },
+      "id": 4,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "none",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_lyapunov_energy",
+          "legendFormat": "lyapunov energy",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Lyapunov Energy",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 10,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 2,
+            "pointSize": 3,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 4
+      },
+      "id": 5,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_reward",
+          "legendFormat": "reward {{task_id}}",
+          "range": true,
+          "refId": "A"
+        },
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_lyapunov_energy",
+          "legendFormat": "lyapunov {{task_id}}",
+          "range": true,
+          "refId": "B"
+        }
+      ],
+      "title": "Reward and Lyapunov Trend",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisBorderShow": false,
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 10,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 2,
+            "pointSize": 3,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 4
+      },
+      "id": 6,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_total_queue_backlog",
+          "legendFormat": "queue {{task_id}}",
+          "range": true,
+          "refId": "A"
+        },
+        {
+          "editorMode": "code",
+          "expr": "antiatropos_average_latency_norm",
+          "legendFormat": "latency {{task_id}}",
+          "range": true,
+          "refId": "B"
+        }
+      ],
+      "title": "Queue and Latency Trend",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 0,
+        "y": 12
+      },
+      "id": 7,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "rate(antiatropos_steps_total[1m])",
+          "legendFormat": "steps/sec {{task_id}}",
+          "range": true,
+          "refId": "A"
+        },
+        {
+          "editorMode": "code",
+          "expr": "rate(antiatropos_actions_total[1m])",
+          "legendFormat": "actions/sec {{action_type}}",
+          "range": true,
+          "refId": "B"
+        }
+      ],
+      "title": "Action Throughput",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "PBFA97CFB590B2093"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 1
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 8,
+        "w": 12,
+        "x": 12,
+        "y": 12
+      },
+      "id": 8,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "pluginVersion": "12.3.1",
+      "targets": [
+        {
+          "editorMode": "code",
+          "expr": "rate(antiatropos_executor_errors_total[5m])",
+          "legendFormat": "executor errors {{error_code}}",
+          "range": true,
+          "refId": "A"
+        },
+        {
+          "editorMode": "code",
+          "expr": "histogram_quantile(0.95, sum(rate(antiatropos_executor_latency_ms_bucket[5m])) by (le, mode))",
+          "legendFormat": "p95 executor latency {{mode}}",
+          "range": true,
+          "refId": "B"
+        }
+      ],
+      "title": "Executor Reliability",
+      "type": "timeseries"
+    }
+  ],
+  "refresh": "5s",
+  "schemaVersion": 41,
+  "style": "dark",
+  "tags": [
+    "antiatropos",
+    "sre"
+  ],
+  "templating": {
+    "list": []
+  },
+  "time": {
+    "from": "now-30m",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "browser",
+  "title": "AntiAtropos Overview",
+  "uid": "antiatropos-overview",
+  "version": 1,
+  "weekStart": ""
+}

deploy/grafana/provisioning/datasources/prometheus.yaml

@@ -0,0 +1,10 @@
+apiVersion: 1
+
+datasources:
+  - name: Prometheus
+    uid: PBFA97CFB590B2093
+    type: prometheus
+    access: proxy
+    url: http://127.0.0.1:9090/prometheus
+    isDefault: true
+    editable: false

deploy/index.html

@@ -0,0 +1,473 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>AntiAtropos Control Console</title>
+    <style>
+        :root {
+            --bg: #0b1220;
+            --bg-soft: #101a2d;
+            --panel: #111d33;
+            --line: #2b3d5d;
+            --text: #e6edf8;
+            --muted: #9bb0cf;
+            --accent: #ff5a3d;
+            --accent-strong: #e14830;
+            --ok: #3dcf8e;
+            --bad: #ff6f7f;
+        }
+
+        * {
+            box-sizing: border-box;
+        }
+
+        body {
+            margin: 0;
+            padding: 24px;
+            background:
+                radial-gradient(circle at top right, rgba(255, 90, 61, 0.18), transparent 40%),
+                radial-gradient(circle at top left, rgba(74, 140, 255, 0.18), transparent 35%),
+                var(--bg);
+            color: var(--text);
+            font-family: "Segoe UI", "Helvetica Neue", Arial, sans-serif;
+        }
+
+        .shell {
+            max-width: 1440px;
+            margin: 0 auto;
+            display: grid;
+            gap: 18px;
+        }
+
+        .card {
+            background: linear-gradient(180deg, rgba(17, 29, 51, 0.88), rgba(15, 25, 44, 0.92));
+            border: 1px solid var(--line);
+            border-radius: 16px;
+        }
+
+        .header {
+            padding: 20px 22px;
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            gap: 16px;
+            flex-wrap: wrap;
+        }
+
+        .title h1 {
+            margin: 0;
+            font-size: 1.5rem;
+            letter-spacing: 0.01em;
+        }
+
+        .title p {
+            margin: 4px 0 0;
+            color: var(--muted);
+            font-size: 0.95rem;
+        }
+
+        .links {
+            display: flex;
+            gap: 10px;
+            flex-wrap: wrap;
+        }
+
+        .link-btn {
+            display: inline-flex;
+            align-items: center;
+            justify-content: center;
+            height: 38px;
+            padding: 0 14px;
+            border-radius: 10px;
+            border: 1px solid var(--line);
+            color: var(--text);
+            text-decoration: none;
+            background: var(--bg-soft);
+            font-size: 0.9rem;
+        }
+
+        .layout {
+            display: grid;
+            grid-template-columns: 1fr;
+            gap: 18px;
+        }
+
+        .controls {
+            padding: 16px;
+            display: grid;
+            grid-template-columns: 1fr;
+            gap: 14px;
+        }
+
+        .controls-grid {
+            display: grid;
+            grid-template-columns: repeat(4, minmax(0, 1fr));
+            gap: 12px;
+            align-items: end;
+        }
+
+        .field label {
+            display: block;
+            color: var(--muted);
+            font-size: 0.78rem;
+            font-weight: 600;
+            letter-spacing: 0.04em;
+            margin-bottom: 6px;
+            text-transform: uppercase;
+        }
+
+        .field select,
+        .field input {
+            width: 100%;
+            height: 44px;
+            border-radius: 10px;
+            border: 1px solid var(--line);
+            background: #0c162a;
+            color: var(--text);
+            padding: 0 12px;
+            font-size: 0.95rem;
+        }
+
+        .actions {
+            display: grid;
+            grid-template-columns: 180px 1fr;
+            gap: 10px;
+        }
+
+        .btn {
+            border: 1px solid var(--line);
+            border-radius: 10px;
+            height: 44px;
+            cursor: pointer;
+            font-weight: 600;
+            font-size: 0.95rem;
+            color: var(--text);
+            background: var(--bg-soft);
+        }
+
+        .btn-primary {
+            background: linear-gradient(135deg, var(--accent), var(--accent-strong));
+            border-color: transparent;
+            color: #fff;
+        }
+
+        .metrics {
+            padding: 16px;
+            display: grid;
+            grid-template-columns: repeat(5, minmax(0, 1fr));
+            gap: 10px;
+        }
+
+        .metric {
+            background: #0d172a;
+            border: 1px solid var(--line);
+            border-radius: 12px;
+            padding: 12px;
+            min-height: 86px;
+        }
+
+        .metric .name {
+            color: var(--muted);
+            font-size: 0.78rem;
+            text-transform: uppercase;
+            letter-spacing: 0.05em;
+            margin-bottom: 8px;
+        }
+
+        .metric .value {
+            font-family: Consolas, "SFMono-Regular", Menlo, monospace;
+            font-size: 1.18rem;
+            font-weight: 700;
+            color: var(--text);
+        }
+
+        .metric .value.good {
+            color: var(--ok);
+        }
+
+        .metric .value.bad {
+            color: var(--bad);
+        }
+
+        .monitor {
+            padding: 16px;
+            display: grid;
+            gap: 10px;
+        }
+
+        .monitor-head {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            gap: 12px;
+            flex-wrap: wrap;
+        }
+
+        .monitor-head h2 {
+            margin: 0;
+            font-size: 1.05rem;
+            font-weight: 700;
+        }
+
+        .monitor-head p {
+            margin: 0;
+            color: var(--muted);
+            font-size: 0.85rem;
+        }
+
+        .graph-wrap {
+            height: 920px;
+            border: 1px solid var(--line);
+            border-radius: 12px;
+            overflow: hidden;
+            background: #0a1324;
+        }
+
+        iframe {
+            width: 100%;
+            height: 100%;
+            border: 0;
+        }
+
+        .logs {
+            padding: 16px;
+        }
+
+        .logs h3 {
+            margin: 0 0 10px;
+            font-size: 0.9rem;
+            color: var(--muted);
+            text-transform: uppercase;
+            letter-spacing: 0.05em;
+        }
+
+        #terminal {
+            background: #091121;
+            border: 1px solid var(--line);
+            border-radius: 10px;
+            height: 160px;
+            overflow-y: auto;
+            padding: 10px;
+            font-family: Consolas, "SFMono-Regular", Menlo, monospace;
+            font-size: 0.83rem;
+            color: #c9d6ed;
+        }
+
+        .log-line {
+            padding: 2px 0;
+            border-bottom: 1px solid rgba(155, 176, 207, 0.08);
+        }
+
+        .log-time {
+            color: #7084a8;
+            margin-right: 8px;
+            font-size: 0.72rem;
+        }
+
+        @media (max-width: 1120px) {
+            .controls-grid {
+                grid-template-columns: 1fr 1fr;
+            }
+
+            .actions {
+                grid-template-columns: 1fr;
+            }
+
+            .metrics {
+                grid-template-columns: 1fr 1fr;
+            }
+        }
+
+        @media (max-width: 680px) {
+            body {
+                padding: 12px;
+            }
+
+            .controls-grid,
+            .metrics {
+                grid-template-columns: 1fr;
+            }
+
+            .graph-wrap {
+                height: 760px;
+            }
+        }
+    </style>
+</head>
+<body>
+    <div class="shell">
+        <header class="card header">
+            <div class="title">
+                <h1>AntiAtropos SRE Control Console</h1>
+                <p>Simulated environment with direct observability through Prometheus and Grafana</p>
+            </div>
+            <div class="links">
+                <a class="link-btn" href="/docs" target="_blank">API Docs</a>
+                <a class="link-btn" href="/prometheus/" target="_blank">Open Prometheus</a>
+                <a class="link-btn" href="/grafana/" target="_blank">Open Grafana</a>
+            </div>
+        </header>
+
+        <main class="layout">
+            <section class="card controls">
+                <div class="controls-grid">
+                    <div class="field">
+                        <label for="action-type">Action Type</label>
+                        <select id="action-type">
+                            <option value="NO_OP">NO_OP</option>
+                            <option value="SCALE_UP">SCALE_UP</option>
+                            <option value="SCALE_DOWN">SCALE_DOWN</option>
+                            <option value="REROUTE_TRAFFIC">REROUTE_TRAFFIC</option>
+                            <option value="SHED_LOAD">SHED_LOAD</option>
+                        </select>
+                    </div>
+                    <div class="field">
+                        <label for="node-id">Target Node</label>
+                        <select id="node-id">
+                            <option value="node-0">node-0 (VIP)</option>
+                            <option value="node-1">node-1</option>
+                            <option value="node-2">node-2</option>
+                            <option value="node-3">node-3</option>
+                            <option value="node-4">node-4</option>
+                        </select>
+                    </div>
+                    <div class="field">
+                        <label for="parameter">Parameter</label>
+                        <input id="parameter" type="number" step="0.1" value="0.0">
+                    </div>
+                    <div class="actions">
+                        <button class="btn btn-primary" onclick="resetEnv()">Reset Episode</button>
+                        <button class="btn" onclick="stepEnv()">Execute Step</button>
+                    </div>
+                </div>
+            </section>
+
+            <section class="card metrics">
+                <div class="metric">
+                    <div class="name">Cluster ID</div>
+                    <div id="cluster-id" class="value">---</div>
+                </div>
+                <div class="metric">
+                    <div class="name">Reward</div>
+                    <div id="last-reward" class="value">0.0000</div>
+                </div>
+                <div class="metric">
+                    <div class="name">Lyapunov Energy</div>
+                    <div id="lyapunov-val" class="value">0.0000</div>
+                </div>
+                <div class="metric">
+                    <div class="name">Mode</div>
+                    <div id="mode-val" class="value">simulated</div>
+                </div>
+                <div class="metric">
+                    <div class="name">Step</div>
+                    <div id="step-val" class="value">0</div>
+                </div>
+            </section>
+
+            <section class="card monitor">
+                <div class="monitor-head">
+                    <h2>Required Graphs</h2>
+                    <p>Raw metrics source: Prometheus. Curated dashboard: Grafana.</p>
+                </div>
+                <div class="graph-wrap">
+                    <iframe
+                        id="grafana-iframe"
+                        src="/grafana/d/antiatropos-overview/antiatropos-overview?kiosk&theme=dark&refresh=5s&from=now-30m&to=now">
+                    </iframe>
+                </div>
+            </section>
+
+            <section class="card logs">
+                <h3>System Logs</h3>
+                <div id="terminal">
+                    <div class="log-line"><span class="log-time">[init]</span>Waiting for interaction.</div>
+                </div>
+            </section>
+        </main>
+    </div>
+
+    <script>
+        const terminal = document.getElementById("terminal");
+
+        function log(message, type = "info") {
+            const time = new Date().toLocaleTimeString([], {
+                hour12: false,
+                hour: "2-digit",
+                minute: "2-digit",
+                second: "2-digit"
+            });
+            const row = document.createElement("div");
+            row.className = "log-line";
+            const color = type === "error" ? "#ff6f7f" : type === "success" ? "#3dcf8e" : "#c9d6ed";
+            row.innerHTML = '<span class="log-time">[' + time + "]</span><span style=\"color:" + color + "\">" + message + "</span>";
+            terminal.appendChild(row);
+            terminal.scrollTop = terminal.scrollHeight;
+        }
+
+        function updateUI(data) {
+            const observation = data.observation || {};
+            const rewardNode = document.getElementById("last-reward");
+            const reward = typeof data.reward === "number" ? data.reward : 0;
+
+            document.getElementById("cluster-id").innerText = (observation.cluster_id || "---").toString().slice(0, 12);
+            document.getElementById("lyapunov-val").innerText = Number(observation.lyapunov_energy || 0).toFixed(4);
+            document.getElementById("mode-val").innerText = (observation.mode || "simulated").toString();
+            document.getElementById("step-val").innerText = String(observation.step || 0);
+
+            rewardNode.innerText = reward.toFixed(4);
+            rewardNode.className = reward < 0 ? "value bad" : "value good";
+        }
+
+        async function resetEnv() {
+            log("Resetting environment...");
+            try {
+                const response = await fetch("/reset", {
+                    method: "POST",
+                    headers: { "Content-Type": "application/json" },
+                    body: JSON.stringify({})
+                });
+                const data = await response.json();
+                updateUI(data);
+                log("Environment reset complete.", "success");
+            } catch (err) {
+                log("Reset failed: " + err.message, "error");
+            }
+        }
+
+        async function stepEnv() {
+            const action = {
+                action_type: document.getElementById("action-type").value,
+                target_node_id: document.getElementById("node-id").value,
+                parameter: parseFloat(document.getElementById("parameter").value)
+            };
+
+            log("Dispatching " + action.action_type + " to " + action.target_node_id + " (" + action.parameter + ")");
+
+            try {
+                const response = await fetch("/step", {
+                    method: "POST",
+                    headers: { "Content-Type": "application/json" },
+                    body: JSON.stringify({ action: action })
+                });
+                const data = await response.json();
+
+                if (data.detail) {
+                    log("Invalid payload: " + JSON.stringify(data.detail), "error");
+                    return;
+                }
+
+                updateUI(data);
+                log(
+                    "Step complete. Reward=" + Number(data.reward || 0).toFixed(3) +
+                    " Lyapunov=" + Number((data.observation || {}).lyapunov_energy || 0).toFixed(3),
+                    "success"
+                );
+            } catch (err) {
+                log("Execution failed: " + err.message, "error");
+            }
+        }
+    </script>
+</body>
+</html>

deploy/nginx.conf

@@ -0,0 +1,89 @@
+worker_processes auto;
+pid /tmp/nginx.pid;
+error_log /dev/stderr info;
+
+events {
+    worker_connections 1024;
+}
+
+http {
+    include /etc/nginx/mime.types;
+    default_type application/octet-stream;
+    sendfile on;
+    keepalive_timeout 65;
+    access_log /dev/stdout;
+
+    map $http_upgrade $connection_upgrade {
+        default upgrade;
+        '' close;
+    }
+
+    server {
+        listen 7860;
+        server_name _;
+
+        client_max_body_size 50m;
+        proxy_read_timeout 3600s;
+        proxy_send_timeout 3600s;
+
+        location = /prometheus {
+            return 301 /prometheus/;
+        }
+
+        location = /grafana {
+            return 301 /grafana/;
+        }
+
+        location /prometheus/ {
+            proxy_pass http://127.0.0.1:9090;
+            proxy_http_version 1.1;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Host $host;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_set_header X-Forwarded-Prefix /prometheus;
+        }
+
+        location /grafana/ {
+            proxy_pass http://127.0.0.1:3000;
+            proxy_http_version 1.1;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Host $host;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_set_header X-Forwarded-Prefix /grafana;
+        }
+
+        location /grafana/api/live/ {
+            proxy_pass http://127.0.0.1:3000;
+            proxy_http_version 1.1;
+            proxy_set_header Upgrade $http_upgrade;
+            proxy_set_header Connection $connection_upgrade;
+            proxy_set_header Host $host;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Host $host;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_set_header X-Forwarded-Prefix /grafana;
+        }
+
+        location / {
+            root /var/www/html;
+            index index.html;
+            try_files $uri $uri/ @fastapi;
+        }
+
+        location @fastapi {
+            proxy_pass http://127.0.0.1:8000;
+            proxy_http_version 1.1;
+            proxy_set_header Host $host;
+            proxy_set_header X-Real-IP $remote_addr;
+            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+            proxy_set_header X-Forwarded-Host $host;
+            proxy_set_header X-Forwarded-Proto $scheme;
+            proxy_set_header Upgrade $http_upgrade;
+            proxy_set_header Connection $connection_upgrade;
+        }
+    }
+}

deploy/prometheus.yml

@@ -0,0 +1,10 @@
+global:
+  scrape_interval: 15s
+  evaluation_interval: 15s
+
+scrape_configs:
+  - job_name: antiatropos
+    metrics_path: /metrics
+    static_configs:
+      - targets:
+          - 127.0.0.1:8000

inference.py

@@ -4,6 +4,10 @@ import os
 import textwrap
 from typing import List, Optional
 
+from dotenv import load_dotenv
+
+load_dotenv()  # Load variables from .env file
+
 from openai import AsyncOpenAI
 
 from AntiAtropos.client import AntiAtroposEnv
@@ -233,7 +237,8 @@ async def run_episode() -> None:
 
         score = max(0.0, min(1.0, grader.score().composite))
         success = score >= SUCCESS_SCORE_THRESHOLD
-    except Exception:
+    except Exception as e:
+        print(f"[CRITICAL ERROR] Episode failed to initialize: {e}")
         success = False
     finally:
         if client is not None:

openenv.yaml

@@ -3,5 +3,5 @@ name: AntiAtropos
 type: space
 runtime: fastapi
 app: server.app:app
-port: 8000
+port: 7860