{
  "schemaVersion": 1,
  "lessonId": "operations-05",
  "contentHash": "bd985f582fbaea197458e4dfca2d3965c26d712bb05b83aca5893f9c7b19969e",
  "executedAt": "2026-10-20T10:51:47.444738+00:00",
  "environment": {
    "backend": "cpu",
    "deviceCount": 1,
    "python": "3.14.3",
    "jax": "0.9.2",
    "numpy": "2.4.4",
    "matplotlib": "3.10.8"
  },
  "stdout": "measured local job seconds: [0.543132500257343, 0.5599589156918228, 0.5557856247760355]\nillustrative capacity plan: {'offered_worker_hours_per_hour': 0.09332648594863713, 'load_fraction': 0.046663242974318564, 'minimum_workers_with_reserve': 1, 'hourly_budget': 3.0, 'hypothetical_cost_per_job': 0.0002333162148715928, 'within_reserve': True}\nassumptions: 600 arrivals/hour, 2 workers, hypothetical 1.50 per worker-hour, 25% reserve\nmeasured local job seconds: [0.6144686662591994, 0.5638747080229223, 0.5770753328688443]\nillustrative capacity plan: {'offered_worker_hours_per_hour': 0.10241144437653323, 'load_fraction': 0.05120572218826661, 'minimum_workers_with_reserve': 1, 'hourly_budget': 3.0, 'hypothetical_cost_per_job': 0.00025602861094133306, 'within_reserve': True}\nassumptions: 600 arrivals/hour, 2 workers, hypothetical 1.50 per worker-hour, 25% reserve\nnominal load at two demand scenarios: 0.05120572218826661 0.10241144437653323\nrequired workers under changed hypothetical reserve: 1\nPASS: operations-05\n",
  "notebookCells": [
    {
      "sourceHash": "82dbdc57f40296c9c99a753a1715d43174177c96321b61aa76ce87bfcfdd73b1",
      "outputs": []
    },
    {
      "sourceHash": "6eb86abf8bb037a0c00eff6d8d53d5b1f2a2612d3034be238dc49292abd4f84c",
      "outputs": []
    },
    {
      "sourceHash": "3176d262fea05d86de310418a84395d675119528144fc75775df912272344051",
      "outputs": []
    },
    {
      "sourceHash": "e700e9a8190a0bc3a398d40868a17d931a75aa635ed3ff47778c1841f9ea7831",
      "outputs": []
    },
    {
      "sourceHash": "52e10e45deeefe37c189232765b4fbf014051663f2b53b87600bf8f618cb4a9d",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "measured local job seconds: [0.5410847500897944, 0.5523293749429286, 0.5474117076955736]\n",
            "illustrative capacity plan: {'offered_worker_hours_per_hour': 0.09205489582382143, 'load_fraction': 0.04602744791191071, 'minimum_workers_with_reserve': 1, 'hourly_budget': 3.0, 'hypothetical_cost_per_job': 0.00023013723955955356, 'within_reserve': True}\n",
            "assumptions: 600 arrivals/hour, 2 workers, hypothetical 1.50 per worker-hour, 25% reserve\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "6ce0d64f703f40003569f6c330ad09dc71049aa8b93e214cde354d2c25ddab9d",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "measured local job seconds: [0.5416004997678101, 0.5453305002301931, 0.5700807911343873]\n",
            "illustrative capacity plan: {'offered_worker_hours_per_hour': 0.09501346518906455, 'load_fraction': 0.047506732594532274, 'minimum_workers_with_reserve': 1, 'hourly_budget': 3.0, 'hypothetical_cost_per_job': 0.00023753366297266137, 'within_reserve': True}\n",
            "assumptions: 600 arrivals/hour, 2 workers, hypothetical 1.50 per worker-hour, 25% reserve\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "fc26bc62916074bdebebf2b472f9092df9bc723327278d05bacb14cc4ae4e621",
      "outputs": []
    },
    {
      "sourceHash": "25df6d662f9d3f0c4e984c6a201f79fa0cfd7a2633dc4b0773dfba6c2dd4ee6c",
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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UwUmS/H9Yi/7qrr/GhaUpy+/27WYeh00Ld4S/n7906dFOGjSuY12WMGFC+fDjXuYX8EePHsvePQejvF/95fj7kV+FGkJSoFA+M1xHbdm0I9T2mrquWTeaKfLT6KGhfpHWoST6y51mnzwv7smSyXcjBkqKlMmty0qWLiYDPnvPPF684E+T8m2hWRiXLlwxv4breQg55Kp4ySLy0ae9zbm3RX/Nbd6qSbhZpvSXy7oNakq7jm+atvrrelSd//eiLJq33Lw+o3/7LtzMXQ0b15Fe73cxv6JOmzTHulyfi2aB6C/WderXMBkrIWnGjQ4fcJQOqdNfgtU3P30RKkNAf33X11v7qL/0a9aULfHjxZfvRw0K9Wu8vm96f9Dd5nssIs1avmaek7a5e+deuPVLFv5p7ps0bWA+Hy86fZ1V+y6tw2WapU6dUlq1bRpqaEx03xch6XtSPw8h2+rnRT83mq2h2XBLF4Z+LfVXfs04CpmtpXRY25dDP5L0GdLJzu17TVtb9D35yRd9pELlMtZl+vpYXqOY7j8is6bNN1lf1WtVNvvS82rh6ekhg775WAoUymsy5TRDxxE6ZKtm7crmsQ6DCUuzRTTrQ732ej3rch02qtkPatDXH5vhYCGHmxQuWlC+G/6VeY9rv/18/Wyey7d7dTCvteXzrfdhz1106GfK8r757L/sPc0ystDXS2dWCjuUtkatyuY1DPt9o1mVw34ILjD/ZzT+37Pl3H+fmTLlS4YbqqrH1+F3+v0b0tifJ8uTx0/MULjvRw4K952t2ZKdu7cJtUwzU2rXq2Ze65DcPZKZ4bn6+dFsG/3/0BHOeO0BAHCWF/+vZOA/jd+oF+mFnabzr1u9SU6fOisPHzwUf/8As1yHuFimTo2Olm+9EW6ZDlcoUDCvuTi5dOFylPfZ4LXaNqdB1loSlgv6kHTohypbrpTNQJP+IVu8VBGTSv08vNGiYbg/mFXdhjVlxA9j5fatu+ZcWS6KdFiY0mCFBhQiameP/gGuF1vn/r1g6sfoBZKyBAhOnjgT5eexbs1mMxSgYtVydofn1KpbTUZ8P1b27zlkjqmBHx1aoXRoxbEjJ6Vw0QISE1qTQ5UsXdRcIISlF+yvN29ohkNs27xTOnRpFW4bvejWYRL23mNav+LB/Yehgmb26HtOg5n6GmogU+swWOjFudZr0AuYN6IQZHqetAaJXvjrEJy8+XJHWvshuu+LkNKmS23e12Hp50aDc9Mn/24+F+07h34tnz59KhvWbDF1K3QYxuPHjyUo6P/1MjToo0N9bNWN0qEWdRrUiPC5xWT/Eflr1QZz36J1E5vr9fxUr1nZDK3RIXFhL97t0e8QHQajQ7f6fdo7VKBC66FoECZHzmwmkBvyu0Lr1uhrYG8YoAZJ9X2hQ2OOHzsVqr1FUxcNr9PX/elTXxPwaty0fpTa6vfd6hXrzffOnTt3xfepr/X1U+fPXZInT56G+sEiOvTcqCOHj8vlS1dt/j8U9n1l+Z7XGQ6jUl9FPz86LG/3jn1myJwOFQwKDH5SOvTN8v1ub/hlSM567QEAcAYCMHhp5HklV4Trfx4+3hTU1IsFe7RGTFRpjRF7F6ip0wb/Qv7I53GU96sXCLZYghH6B2dI+ke0ylfwFbv71IDQ8wrAaOaHvYusnLmym0CK/mppoRe/we1yRtrO1i+agz7/3tRAiYiO748qLfqotH5C5za9bW5jeY/pRY0GMDRTQjOZGr1e1/Spfcue5lfp0mVLmGBH6VeLm4BJVGitlojOq9LAQchfph1/j/0/s0PfZ44EYJRmHWkARgvQhgzAaHFXDXZqMVlbAR97PuozMMIAW3R8/MX7JpMsMlqnResMTZ04W/784y+pWLmMea1KvlrMZA84630Rku7XXn2J3P99v/0b4jMS/O/zpoZKyLottujx7GUORhS4jun+7dEgiCWIrFkQk8bNtLmdBgyU1utyVNkKpU2gQrO/NPiomSEW+loq/Szaev2ePPG1+/qFfJ5ayN3W/wVRKRgcFWdO/2vuNaAQlUDF2tWbZNBn35lMTHv0fak/SCRJki5GfTTfZWVKmMLLb9RvZ4LDWrOoWMnCUrJU0XAB+IvnL5u6Sap4yeCgryO06O77PT82gTlnvCed8doDAOAsBGDw0kiaNInddfrr37SJc8wfrm/36ig161aVLFkySdJkScwyLdqos2f4+wVE47jhZ0EJOcRDRRT0ierziR8mldzC8ge2/qJtT0TrXC1NmvBZLBapbQSVLEGr1A60C2vGlHkm0KHDl9778G2T6ZEpUwZJkjSJycJYumiFDP78h2i93jqrjbp+9Ya5RUbT6y2+GvaxCYosnv+n+ZVYb0qLSVatUUn6fdwr1OwwEfH57/ykTWs/60CLTVuyFKL0Hgt5gReF964WNNUsCA34HNz/txlipjQgE53sgGNHTlln03EWLSDrCM3mGT9tpEz+babs23vIzOyiN6XFrd95r4sZBuGM94VFRBfvlqBYyNdSM276vz/QBEd0qI7OlKSzxqRKlcJaVLVLu/dM0NXecL2Ivr+csX97vP7LOlTHj56KdPsnj586vG99/zZsUsd852vAxRKA0YCMFjDX7wCdjSekhw+9rdmQlkLcUe1PROcypnx8gt+3nsk9HG5z9fI1U6xWgxxaMPqt9s1N0NrD090E3fT1LV0oOPspqq+fLXpeR//2rUydOMdkwekQScswSc2uqdeolvTp38MMXwt+TsHvZQ062sqOtEcDShp80QwbHT6s2Sj6+bAM9fri46/N97+jz8kZrz0AAM5CAAaxwvIlwWPcdRrYsFMJRzcT4kWjs1zYyowJKaJ1EbHEfOwFkh7buJi090u2LXf/q/0SMkCksySZdQ60s/d6fzCgl6nVEdNf622dZw3kvfN+lyi11aEQmhmiN/0V9dCBo2aKY53GWWtc6GxEvy+Z5NDFiPt/5+f2bfu1N27fDF4XlYubmNCLujeaNzSzVGndGQ3AaG0iHRKQMmUKqVnn/5kIjrA3De+z8mrZEuam728NlmlQSaeY1tdJs3PGTPjeOuNTTN4XFrZq51jcuX0v3GupQyc0a0wvbsdO/sl6Yeus97or9x9yxrM/1/0e7WmDIxqGpAGYrZt2WYfRrVy+1gQd9DUNO0zM8vppxsbkWaPlRePuHlyHSIdSOmr1yg0m+KLZdt8OHxguc+Z+DN4b9uj7U4MietPPvX7H7dm5T9av3WoCsVorSc+vBl0s3/c6nEgDi458T+lwRstw21Fjv7GZARjV9+SL/toDAOIWivAiVrCkz5d6NfgX+bD+PhScifAyy5krW6h0aluiW+PGcrF0x84Fok5JGxmdKtkW/ePbMnwqV57/D+3QX2qD212ItN2zfL0txW7PnD4rMZEhY3qp17CmfDG4nyxYNtUUb9Vpxnds2+tQ+5y5gs+VTgUc2bAFnTr4WdEsF73QW/vXJjOt7JL/isbqkA9nFCN9HjRTSIdP9Xi3k8xbOtma+bJgzlKnvi80c8hSpyisf/85F+61tLzPdeiSreCI1vC56MBn054Y7d9Opl7IIrs67bXSmlzOpjWvNFtHp/b+a+V6s8wyJFGLrIZlef30e0qDNK4QthBuVOTNn8fcayDQ0f5pBozSorS2hi0dOXRMXEmLezdpWl+G/fCFzPh9rHn+hw8etf4/pMPfNEtRHT54LErvyRQpktsMvujwU0cyqp71aw8AgKMIwCBWSJI0uLigrZk67t69b82YeJlVrFzW3OtwKssf3iFpIVpH0qttyZ4ji7W+ha0/eHUGo8hoRoTWfQhLZzvS10Vnb9JhHxaVqpb7b/0Gm5kBlnYRv953bZ6HiGb30WFK6vET22nmdepVNxcSWgRXizo7g9arsAw90mESjqhSPTjz4uD+I3LsSPjZPrweelmHzFSuFrzts6CZBTrkS4fYzJu9RNav2ezS4qTPmr72llmKbt687dT3hb6ftWZHWJodsHThynCvpeW9qoFRW9lps6bPtxYaj46Y7D/pf5/BJ0/sZ8dpgW2zn6nz7QaeYuK1/+q8/PnHGjl5/LT8c+aceU4hh45ZaI2SdOnTmjpgYWeacpYkDpwTe/R110wk/X7Q5xOV18/W96S+njpU81nRAJIOfQr5udGAbJXqFcxjrbXkyFBdy3PSIVm2Mi91yFlEmWS2PIvXHgAARxGAQayghQHV5PGz5UKIrAn9Na1Pz0+i9Qfxi0an/dQCjTruXes26GwNFpoK/lGfryR+guh9pKvVCJ7adOmilbJ31wHrcs1wGPrljyZzIzI+jx7Jp/2Hml/NLTQ9/advfzGPdehKyFlUtGaBjvHXmT8++XBwqD+qNRCk7TRoE9HrPWbkRFOw0UJnaunzzqeSIIIilpYisTq7hr0LCZ2RRs9zr679ZcvGHeEuHG7euC3z5yyRKRNmW5ft2rFPfvxmjJw4djrU9vqLqw6NsGSyODo7kg7v0aEU6rP+w0Jlwui5GtB3kKlpoMGdZz3zkBbjVb+NmWJeP63RoBkJLxMdYqTDjcJe5Ol7fdH85eZx4SIFYvy+CEnfz/oe0SwBC/28fPbRMHnw4KGZpUU/JxbFSxQ2bfSifOzoKdYghr6nNPg1Zfxsa4ZBdMRk/5bPkQaj7AVKO3VvYy58dUp1/c7SmXNC0vOnwUU9J7aCjJGp/1pt03/NGhk3eopZVqtOFZtDXbSmzQcf9TSPvx822swepsWSwwbC1v21WQZ/8YNEh+WcHPn7hN26TPboFN16vtQ3g4bL4vnLTfDbQh9vXL9NNm/Ybl2m0z6rdX9tMrOQWfh4PzLPITrnNCIrlq2RsaMnmyB3SH5+/jJ98lwzfEqHHmkxeAsdrqdBFR2K+Um/IaG+ry3vH60pY6HfI1rsWAN/3w8dZWZSstDgpb52UX3PP4vXHgAAR1EDBrGC1tzQTAot6NmicUfJnjObuQjXP+7cPZKZWiHfDR0lLzP99X3YD59L13bvy4njp6VJ3TYmRTsoMNA8T62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",
            "text/plain": [
              "Executed Matplotlib figure"
            ]
          }
        }
      ]
    },
    {
      "sourceHash": "1eb49009db8b7b29674aa65067ccb014607cf5ff69f697d03e3aadbd4a35c56e",
      "outputs": []
    },
    {
      "sourceHash": "a793f46c3ad2676a036340e61f27aad4505dc8a6bc42ea410ffa3f2ed9b68f93",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "nominal load at two demand scenarios: 0.047506732594532274 0.09501346518906455\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "54db54ea2936875bfeef1d69d433a09cd8965bfccb5e0505d6c296fcc720242e",
      "outputs": []
    },
    {
      "sourceHash": "22741fd159824f2ae3f55766a7185ad621f5e4866ca4263a3910aaf4659e6e1d",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "required workers under changed hypothetical reserve: 1\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "e2367079039d8c94b6eca7d6cde121e8e8f4a6a8698dac4133b7a10b0f9b4910",
      "outputs": []
    },
    {
      "sourceHash": "0fbc12b6089e038895355ed2eca5c3c1a7e8b1658140122ee10d4e4964450a3a",
      "outputs": []
    },
    {
      "sourceHash": "219ae2257b9c8e0acfbc8063d2aff74e24973d66eb548f92548bbee38e77ed03",
      "outputs": []
    },
    {
      "sourceHash": "531e23fd5b05c7302c1b76b4ac6083d76ffbf35edcc78fe690191c98b6d708f0",
      "outputs": []
    }
  ],
  "scope": "Recorded instructor reference run; all script assertions and notebook code cells passed. No accelerator performance claim."
}
