{
  "sources": [
    {
      "url": "https://api.imdnotdead.fun/artifacts/18ca35cb47390b8e8c289b240d7836804692998ad64f84ef248c43d61e199f0b",
      "quote": "# qtr2: qm-2 gas trim, identical fees"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/8a6e303b662e1a5ea9bb47f31acedd3988ef65b3ddb66d074517aa59ad41ca40",
      "quote": "As a replica policy: `replica2.run(seed, QMRef('blob.bin'))`."
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/17d249ab0c33fc44931d9b105cf3f9e3846a560bd518b67310c2a56defacdecc",
      "quote": "import sys, json, struct, base64"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/README.md",
      "quote": "Match `gates.py` to the digit before changing anything, then measure what coarser knots cost with the same harness."
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/replica2.py",
      "quote": "def clampf(f):\n    return 0.0 if f < 0.0 else (MAXF if f > MAXF else f)"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/compiler.py",
      "quote": "    SOLC_VERSION = \"0.8.24\""
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
      "quote": "            rng = np.random.default_rng(seed=i)"
    }
  ]
}