diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 7ac7cb72..f158e823 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -10,7 +10,7 @@
     "dockerfile": "Dockerfile",
     "context": ".."
   },
-  "runArgs": ["-v", "/var/run/docker.sock:/var/run/docker.sock"],
+  "runArgs": ["-v", "/var/run/docker.sock:/var/run/docker.sock", "--network=host"],
   "forwardPorts": [8000, 3000],
   "postCreateCommand": "bash ./setup.sh"
 }
diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml
index fa4bc97a..84b7b283 100644
--- a/.github/workflows/bench.yml
+++ b/.github/workflows/bench.yml
@@ -1,23 +1,33 @@
 name: "Run benchmark"
-
 on:
   pull_request_target:
     types: [assigned, opened, synchronize, reopened, edited]
   push:
     branches:
       - main
-
 permissions:
   contents: write
   pull-requests: write
   issues: write
-
 jobs:
   build:
     runs-on: benchmarking-runner
     if: github.event.head_commit.message != 'Update performance results in README.md'
     env:
       GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+    strategy:
+      matrix:
+        service:
+          [
+            apollo_server,
+            caliban,
+            netflix_dgs,
+            gqlgen,
+            tailcall,
+            async_graphql,
+            hasura,
+            graphql_jit,
+          ]
     steps:
       - name: Checkout (GitHub)
         uses: actions/checkout@v4
@@ -25,14 +35,44 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
           ref: ${{ github.event_name == 'pull_request_target' && github.event.pull_request.head.sha || github.sha }}
 
-      - name: Build devcontainer and run benchmarks
+      - name: Build devcontainer and run setup and benchmark
         uses: devcontainers/ci@v0.3
         with:
           imageName: graphql-benchmarks
           push: never
           runCmd: |
-            bash ./setup.sh
-            bash ./run_benchmarks.sh
+            bash ./graphql/${{ matrix.service }}/setup.sh
+            bash run_benchmarks.sh ${{ matrix.service }}
+
+      - name: List benchmark files
+        run: |
+          ls -la bench*.txt || echo "No matching files found"
+
+      - name: Upload benchmark results
+        uses: actions/upload-artifact@v3
+        with:
+          name: benchmark-results
+          path: bench*.txt
+
+  analyze:
+    needs: build
+    runs-on: benchmarking-runner
+    steps:
+      - name: Checkout (GitHub)
+        uses: actions/checkout@v4
+
+      - name: Download all benchmark results
+        uses: actions/download-artifact@v3
+        with:
+          name: benchmark-results
+          path: .
+
+      - name: List downloaded artifacts
+        run: ls -la bench*.txt || echo "No matching files found"
+
+      - name: Analyze results
+        run: |
+          bash run_analyze_script.sh
 
       - name: Print benchmark results
         run: cat ./results.md
@@ -51,4 +91,4 @@ jobs:
         with:
           branch: main
           commit_author: Author <actions@github.com>
-          commit_message: "Update performance results in README.md"
+          commit_message: "[ci skip] update performance results in README.md"
diff --git a/README.md b/README.md
index 28933aed..1df90ff7 100644
--- a/README.md
+++ b/README.md
@@ -51,32 +51,32 @@ Get started with the benchmarks:
 | Query | Server | Requests/sec | Latency (ms) | Relative |
 |-------:|--------:|--------------:|--------------:|---------:|
 | 1 | `{ posts { id userId title user { id name email }}}` |
-|| [Tailcall] | `29,865.00` | `3.34` | `112.98x` |
-|| [async-graphql] | `1,824.45` | `54.68` | `6.90x` |
-|| [Caliban] | `1,631.74` | `60.96` | `6.17x` |
-|| [Hasura] | `1,513.32` | `65.92` | `5.72x` |
-|| [GraphQL JIT] | `1,308.30` | `76.09` | `4.95x` |
-|| [Gqlgen] | `771.42` | `128.66` | `2.92x` |
-|| [Netflix DGS] | `360.56` | `174.79` | `1.36x` |
-|| [Apollo GraphQL] | `264.34` | `370.65` | `1.00x` |
+|| [Tailcall] | `27,894.20` | `3.57` | `116.40x` |
+|| [async-graphql] | `1,925.61` | `52.56` | `8.04x` |
+|| [Caliban] | `1,755.13` | `56.75` | `7.32x` |
+|| [GraphQL JIT] | `1,260.61` | `79.00` | `5.26x` |
+|| [Gqlgen] | `774.95` | `128.05` | `3.23x` |
+|| [Netflix DGS] | `363.59` | `177.99` | `1.52x` |
+|| [Apollo GraphQL] | `269.21` | `364.28` | `1.12x` |
+|| [Hasura] | `239.63` | `411.81` | `1.00x` |
 | 2 | `{ posts { title }}` |
-|| [Tailcall] | `61,611.40` | `1.61` | `45.11x` |
-|| [Caliban] | `9,406.21` | `10.99` | `6.89x` |
-|| [async-graphql] | `9,366.90` | `10.76` | `6.86x` |
-|| [Hasura] | `2,450.62` | `40.79` | `1.79x` |
-|| [Gqlgen] | `2,150.47` | `48.08` | `1.57x` |
-|| [Apollo GraphQL] | `1,745.86` | `57.22` | `1.28x` |
-|| [Netflix DGS] | `1,602.77` | `69.19` | `1.17x` |
-|| [GraphQL JIT] | `1,365.94` | `73.10` | `1.00x` |
+|| [Tailcall] | `57,871.20` | `1.72` | `78.98x` |
+|| [Caliban] | `10,019.30` | `10.31` | `13.67x` |
+|| [async-graphql] | `9,838.23` | `10.26` | `13.43x` |
+|| [Gqlgen] | `2,181.29` | `47.51` | `2.98x` |
+|| [Apollo GraphQL] | `1,743.58` | `57.29` | `2.38x` |
+|| [Netflix DGS] | `1,587.87` | `71.10` | `2.17x` |
+|| [GraphQL JIT] | `1,325.13` | `75.35` | `1.81x` |
+|| [Hasura] | `732.74` | `137.01` | `1.00x` |
 | 3 | `{ greet }` |
-|| [Caliban] | `69,058.50` | `1.06` | `27.21x` |
-|| [Tailcall] | `63,879.10` | `1.58` | `25.17x` |
-|| [async-graphql] | `50,746.10` | `2.10` | `20.00x` |
-|| [Gqlgen] | `46,935.70` | `5.11` | `18.50x` |
-|| [Netflix DGS] | `8,233.67` | `14.43` | `3.24x` |
-|| [Apollo GraphQL] | `8,028.37` | `12.66` | `3.16x` |
-|| [GraphQL JIT] | `5,097.42` | `19.59` | `2.01x` |
-|| [Hasura] | `2,537.66` | `39.39` | `1.00x` |
+|| [Caliban] | `67,294.20` | `1.11` | `26.65x` |
+|| [Tailcall] | `58,715.80` | `1.71` | `23.25x` |
+|| [Gqlgen] | `47,750.10` | `5.05` | `18.91x` |
+|| [async-graphql] | `46,947.60` | `2.15` | `18.59x` |
+|| [Netflix DGS] | `8,157.51` | `14.95` | `3.23x` |
+|| [Apollo GraphQL] | `8,061.32` | `12.58` | `3.19x` |
+|| [GraphQL JIT] | `5,041.54` | `19.80` | `2.00x` |
+|| [Hasura] | `2,524.95` | `40.06` | `1.00x` |
 
 <!-- PERFORMANCE_RESULTS_END -->
 
diff --git a/analyze.sh b/analyze.sh
index 17bbbce1..a52e8471 100755
--- a/analyze.sh
+++ b/analyze.sh
@@ -1,5 +1,8 @@
 #!/bin/bash
 
+# Install gnuplot
+sudo apt-get update && sudo apt-get install -y gnuplot
+
 function extractMetric() {
   local file="$1"
   local metric="$2"
@@ -161,4 +164,4 @@ mv $latencyHistogramFile assets/
 # Delete the result TXT files
 for file in "${resultFiles[@]}"; do
   rm "$file"
-done
+done
\ No newline at end of file
diff --git a/assets/latency_histogram1.png b/assets/latency_histogram1.png
index 4f17234c..fbf6d32a 100644
Binary files a/assets/latency_histogram1.png and b/assets/latency_histogram1.png differ
diff --git a/assets/latency_histogram2.png b/assets/latency_histogram2.png
index ea759626..56625561 100644
Binary files a/assets/latency_histogram2.png and b/assets/latency_histogram2.png differ
diff --git a/assets/latency_histogram3.png b/assets/latency_histogram3.png
index 139d1a49..91f302fa 100644
Binary files a/assets/latency_histogram3.png and b/assets/latency_histogram3.png differ
diff --git a/assets/req_sec_histogram1.png b/assets/req_sec_histogram1.png
index 2f14f59c..065dbc66 100644
Binary files a/assets/req_sec_histogram1.png and b/assets/req_sec_histogram1.png differ
diff --git a/assets/req_sec_histogram2.png b/assets/req_sec_histogram2.png
index 8ae5c33e..e2b690ba 100644
Binary files a/assets/req_sec_histogram2.png and b/assets/req_sec_histogram2.png differ
diff --git a/assets/req_sec_histogram3.png b/assets/req_sec_histogram3.png
index d0ddf870..b9f03638 100644
Binary files a/assets/req_sec_histogram3.png and b/assets/req_sec_histogram3.png differ
diff --git a/graphql/apollo_server/package-lock.json b/graphql/apollo_server/package-lock.json
index 211e157c..e01a0499 100644
--- a/graphql/apollo_server/package-lock.json
+++ b/graphql/apollo_server/package-lock.json
@@ -50,9 +50,9 @@
       }
     },
     "node_modules/@apollo/server": {
-      "version": "4.10.4",
-      "resolved": "https://registry.npmjs.org/@apollo/server/-/server-4.10.4.tgz",
-      "integrity": "sha512-HS12CUa1wq8f5zKXOKJRwRdESFp4por9AINecpcsEUV9jsCP/NqPILgx0hCOOFJuKxmnaL7070xO6l5xmOq4Fw==",
+      "version": "4.11.0",
+      "resolved": "https://registry.npmjs.org/@apollo/server/-/server-4.11.0.tgz",
+      "integrity": "sha512-SWDvbbs0wl2zYhKG6aGLxwTJ72xpqp0awb2lotNpfezd9VcAvzaUizzKQqocephin2uMoaA8MguoyBmgtPzNWw==",
       "dependencies": {
         "@apollo/cache-control-types": "^1.0.3",
         "@apollo/server-gateway-interface": "^1.1.1",
@@ -65,7 +65,6 @@
         "@apollo/utils.usagereporting": "^2.1.0",
         "@apollo/utils.withrequired": "^2.0.0",
         "@graphql-tools/schema": "^9.0.0",
-        "@josephg/resolvable": "^1.0.0",
         "@types/express": "^4.17.13",
         "@types/express-serve-static-core": "^4.17.30",
         "@types/node-fetch": "^2.6.1",
@@ -288,11 +287,6 @@
         "graphql": "^0.8.0 || ^0.9.0 || ^0.10.0 || ^0.11.0 || ^0.12.0 || ^0.13.0 || ^14.0.0 || ^15.0.0 || ^16.0.0 || ^17.0.0"
       }
     },
-    "node_modules/@josephg/resolvable": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@josephg/resolvable/-/resolvable-1.0.1.tgz",
-      "integrity": "sha512-CtzORUwWTTOTqfVtHaKRJ0I1kNQd1bpn3sUh8I3nJDVY+5/M/Oe1DnEWzPQvqq/xPIIkzzzIP7mfCoAjFRvDhg=="
-    },
     "node_modules/@pm2/agent": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/@pm2/agent/-/agent-2.0.3.tgz",
@@ -756,9 +750,9 @@
       "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
     },
     "node_modules/axios": {
-      "version": "1.7.2",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.2.tgz",
-      "integrity": "sha512-2A8QhOMrbomlDuiLeK9XibIBzuHeRcqqNOHp0Cyp5EoJ1IFDh+XZH3A6BkXtv0K4gFGCI0Y4BM7B1wOEi0Rmgw==",
+      "version": "1.7.7",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.7.tgz",
+      "integrity": "sha512-S4kL7XrjgBmvdGut0sN3yJxqYzrDOnivkBiN0OFs6hLiUam3UPvswUo0kqGyhqUZGEOytHyumEdXsAkgCOUf3Q==",
       "dependencies": {
         "follow-redirects": "^1.15.6",
         "form-data": "^4.0.0",
@@ -2888,9 +2882,9 @@
       }
     },
     "@apollo/server": {
-      "version": "4.10.4",
-      "resolved": "https://registry.npmjs.org/@apollo/server/-/server-4.10.4.tgz",
-      "integrity": "sha512-HS12CUa1wq8f5zKXOKJRwRdESFp4por9AINecpcsEUV9jsCP/NqPILgx0hCOOFJuKxmnaL7070xO6l5xmOq4Fw==",
+      "version": "4.11.0",
+      "resolved": "https://registry.npmjs.org/@apollo/server/-/server-4.11.0.tgz",
+      "integrity": "sha512-SWDvbbs0wl2zYhKG6aGLxwTJ72xpqp0awb2lotNpfezd9VcAvzaUizzKQqocephin2uMoaA8MguoyBmgtPzNWw==",
       "requires": {
         "@apollo/cache-control-types": "^1.0.3",
         "@apollo/server-gateway-interface": "^1.1.1",
@@ -2903,7 +2897,6 @@
         "@apollo/utils.usagereporting": "^2.1.0",
         "@apollo/utils.withrequired": "^2.0.0",
         "@graphql-tools/schema": "^9.0.0",
-        "@josephg/resolvable": "^1.0.0",
         "@types/express": "^4.17.13",
         "@types/express-serve-static-core": "^4.17.30",
         "@types/node-fetch": "^2.6.1",
@@ -3056,11 +3049,6 @@
       "integrity": "sha512-mB9oAsNCm9aM3/SOv4YtBMqZbYj10R7dkq8byBqxGY/ncFwhf2oQzMV+LCRlWoDSEBJ3COiR1yeDvMtsoOsuFQ==",
       "requires": {}
     },
-    "@josephg/resolvable": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/@josephg/resolvable/-/resolvable-1.0.1.tgz",
-      "integrity": "sha512-CtzORUwWTTOTqfVtHaKRJ0I1kNQd1bpn3sUh8I3nJDVY+5/M/Oe1DnEWzPQvqq/xPIIkzzzIP7mfCoAjFRvDhg=="
-    },
     "@pm2/agent": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/@pm2/agent/-/agent-2.0.3.tgz",
@@ -3467,9 +3455,9 @@
       "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
     },
     "axios": {
-      "version": "1.7.2",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.2.tgz",
-      "integrity": "sha512-2A8QhOMrbomlDuiLeK9XibIBzuHeRcqqNOHp0Cyp5EoJ1IFDh+XZH3A6BkXtv0K4gFGCI0Y4BM7B1wOEi0Rmgw==",
+      "version": "1.7.7",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.7.tgz",
+      "integrity": "sha512-S4kL7XrjgBmvdGut0sN3yJxqYzrDOnivkBiN0OFs6hLiUam3UPvswUo0kqGyhqUZGEOytHyumEdXsAkgCOUf3Q==",
       "requires": {
         "follow-redirects": "^1.15.6",
         "form-data": "^4.0.0",
diff --git a/graphql/apollo_server/setup.sh b/graphql/apollo_server/setup.sh
new file mode 100644
index 00000000..de2d8366
--- /dev/null
+++ b/graphql/apollo_server/setup.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# For apollo server:
+cd graphql/apollo_server
+npm i
+cd ../../
\ No newline at end of file
diff --git a/graphql/async_graphql/Cargo.lock b/graphql/async_graphql/Cargo.lock
index c760cdfa..166a5e40 100644
--- a/graphql/async_graphql/Cargo.lock
+++ b/graphql/async_graphql/Cargo.lock
@@ -687,9 +687,9 @@ checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
 
 [[package]]
 name = "hermit-abi"
-version = "0.3.4"
+version = "0.3.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5d3d0e0f38255e7fa3cf31335b3a56f05febd18025f4db5ef7a0cfb4f8da651f"
+checksum = "d231dfb89cfffdbc30e7fc41579ed6066ad03abda9e567ccafae602b97ec5024"
 
 [[package]]
 name = "http"
@@ -949,13 +949,14 @@ dependencies = [
 
 [[package]]
 name = "mio"
-version = "0.8.10"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f3d0b296e374a4e6f3c7b0a1f5a51d748a0d34c85e7dc48fc3fa9a87657fe09"
+checksum = "4569e456d394deccd22ce1c1913e6ea0e54519f577285001215d33557431afe4"
 dependencies = [
+ "hermit-abi",
  "libc",
  "wasi",
- "windows-sys 0.48.0",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -1003,16 +1004,6 @@ dependencies = [
  "autocfg",
 ]
 
-[[package]]
-name = "num_cpus"
-version = "1.16.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
-dependencies = [
- "hermit-abi",
- "libc",
-]
-
 [[package]]
 name = "object"
 version = "0.32.2"
@@ -1287,9 +1278,9 @@ checksum = "c08c74e62047bb2de4ff487b251e4a92e24f48745648451635cec7d591162d9f"
 
 [[package]]
 name = "reqwest"
-version = "0.12.5"
+version = "0.12.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7d6d2a27d57148378eb5e111173f4276ad26340ecc5c49a4a2152167a2d6a37"
+checksum = "f8f4955649ef5c38cc7f9e8aa41761d48fb9677197daea9984dc54f56aad5e63"
 dependencies = [
  "base64 0.22.1",
  "bytes",
@@ -1325,7 +1316,7 @@ dependencies = [
  "wasm-bindgen",
  "wasm-bindgen-futures",
  "web-sys",
- "winreg",
+ "windows-registry",
 ]
 
 [[package]]
@@ -1454,18 +1445,18 @@ dependencies = [
 
 [[package]]
 name = "serde"
-version = "1.0.204"
+version = "1.0.209"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bc76f558e0cbb2a839d37354c575f1dc3fdc6546b5be373ba43d95f231bf7c12"
+checksum = "99fce0ffe7310761ca6bf9faf5115afbc19688edd00171d81b1bb1b116c63e09"
 dependencies = [
  "serde_derive",
 ]
 
 [[package]]
 name = "serde_derive"
-version = "1.0.204"
+version = "1.0.209"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e0cd7e117be63d3c3678776753929474f3b04a43a080c744d6b0ae2a8c28e222"
+checksum = "a5831b979fd7b5439637af1752d535ff49f4860c0f341d1baeb6faf0f4242170"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1474,11 +1465,12 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.120"
+version = "1.0.127"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4e0d21c9a8cae1235ad58a00c11cb40d4b1e5c784f1ef2c537876ed6ffd8b7c5"
+checksum = "8043c06d9f82bd7271361ed64f415fe5e12a77fdb52e573e7f06a516dea329ad"
 dependencies = [
  "itoa",
+ "memchr",
  "ryu",
  "serde",
 ]
@@ -1620,23 +1612,26 @@ name = "sync_wrapper"
 version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a7065abeca94b6a8a577f9bd45aa0867a2238b74e8eb67cf10d492bc39351394"
+dependencies = [
+ "futures-core",
+]
 
 [[package]]
 name = "system-configuration"
-version = "0.5.1"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba3a3adc5c275d719af8cb4272ea1c4a6d668a777f37e115f6d11ddbc1c8e0e7"
+checksum = "658bc6ee10a9b4fcf576e9b0819d95ec16f4d2c02d39fd83ac1c8789785c4a42"
 dependencies = [
- "bitflags 1.3.2",
+ "bitflags 2.4.2",
  "core-foundation",
  "system-configuration-sys",
 ]
 
 [[package]]
 name = "system-configuration-sys"
-version = "0.5.0"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a75fb188eb626b924683e3b95e3a48e63551fcfb51949de2f06a9d91dbee93c9"
+checksum = "8e1d1b10ced5ca923a1fcb8d03e96b8d3268065d724548c0211415ff6ac6bac4"
 dependencies = [
  "core-foundation-sys",
  "libc",
@@ -1691,27 +1686,26 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.38.0"
+version = "1.39.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba4f4a02a7a80d6f274636f0aa95c7e383b912d41fe721a31f29e29698585a4a"
+checksum = "9babc99b9923bfa4804bd74722ff02c0381021eafa4db9949217e3be8e84fff5"
 dependencies = [
  "backtrace",
  "bytes",
  "libc",
  "mio",
- "num_cpus",
  "parking_lot",
  "pin-project-lite",
  "socket2",
  "tokio-macros",
- "windows-sys 0.48.0",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
 name = "tokio-macros"
-version = "2.3.0"
+version = "2.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5f5ae998a069d4b5aba8ee9dad856af7d520c3699e6159b185c2acd48155d39a"
+checksum = "693d596312e88961bc67d7f1f97af8a70227d9f90c31bba5806eec004978d752"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2026,6 +2020,36 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "windows-registry"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e400001bb720a623c1c69032f8e3e4cf09984deec740f007dd2b03ec864804b0"
+dependencies = [
+ "windows-result",
+ "windows-strings",
+ "windows-targets 0.52.6",
+]
+
+[[package]]
+name = "windows-result"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d1043d8214f791817bab27572aaa8af63732e11bf84aa21a45a78d6c317ae0e"
+dependencies = [
+ "windows-targets 0.52.6",
+]
+
+[[package]]
+name = "windows-strings"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4cd9b125c486025df0eabcb585e62173c6c9eddcec5d117d3b6e8c30e2ee4d10"
+dependencies = [
+ "windows-result",
+ "windows-targets 0.52.6",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.48.0"
@@ -2041,7 +2065,7 @@ version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
 dependencies = [
- "windows-targets 0.52.0",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -2061,17 +2085,18 @@ dependencies = [
 
 [[package]]
 name = "windows-targets"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a18201040b24831fbb9e4eb208f8892e1f50a37feb53cc7ff887feb8f50e7cd"
+checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
 dependencies = [
- "windows_aarch64_gnullvm 0.52.0",
- "windows_aarch64_msvc 0.52.0",
- "windows_i686_gnu 0.52.0",
- "windows_i686_msvc 0.52.0",
- "windows_x86_64_gnu 0.52.0",
- "windows_x86_64_gnullvm 0.52.0",
- "windows_x86_64_msvc 0.52.0",
+ "windows_aarch64_gnullvm 0.52.6",
+ "windows_aarch64_msvc 0.52.6",
+ "windows_i686_gnu 0.52.6",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc 0.52.6",
+ "windows_x86_64_gnu 0.52.6",
+ "windows_x86_64_gnullvm 0.52.6",
+ "windows_x86_64_msvc 0.52.6",
 ]
 
 [[package]]
@@ -2082,9 +2107,9 @@ checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
 
 [[package]]
 name = "windows_aarch64_gnullvm"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
 [[package]]
 name = "windows_aarch64_msvc"
@@ -2094,9 +2119,9 @@ checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
 
 [[package]]
 name = "windows_aarch64_msvc"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
 [[package]]
 name = "windows_i686_gnu"
@@ -2106,9 +2131,15 @@ checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
 
 [[package]]
 name = "windows_i686_gnu"
-version = "0.52.0"
+version = "0.52.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
+
+[[package]]
+name = "windows_i686_gnullvm"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
 [[package]]
 name = "windows_i686_msvc"
@@ -2118,9 +2149,9 @@ checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
 
 [[package]]
 name = "windows_i686_msvc"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
 [[package]]
 name = "windows_x86_64_gnu"
@@ -2130,9 +2161,9 @@ checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
 
 [[package]]
 name = "windows_x86_64_gnu"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
@@ -2142,9 +2173,9 @@ checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
 
 [[package]]
 name = "windows_x86_64_gnullvm"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
 [[package]]
 name = "windows_x86_64_msvc"
@@ -2154,9 +2185,9 @@ checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
 
 [[package]]
 name = "windows_x86_64_msvc"
-version = "0.52.0"
+version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
 [[package]]
 name = "winnow"
@@ -2167,16 +2198,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "winreg"
-version = "0.52.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a277a57398d4bfa075df44f501a17cfdf8542d224f0d36095a2adc7aee4ef0a5"
-dependencies = [
- "cfg-if",
- "windows-sys 0.48.0",
-]
-
 [[package]]
 name = "zerocopy"
 version = "0.7.34"
diff --git a/graphql/async_graphql/setup.sh b/graphql/async_graphql/setup.sh
new file mode 100644
index 00000000..51a64569
--- /dev/null
+++ b/graphql/async_graphql/setup.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+
+# For async-graphql
+./graphql/async_graphql/build.sh
\ No newline at end of file
diff --git a/graphql/caliban/build.sbt b/graphql/caliban/build.sbt
index 04e37d3a..022056e9 100644
--- a/graphql/caliban/build.sbt
+++ b/graphql/caliban/build.sbt
@@ -1,4 +1,4 @@
-ThisBuild / scalaVersion     := "3.4.2"
+ThisBuild / scalaVersion     := "3.5.0"
 ThisBuild / version          := "0.1.0-SNAPSHOT"
 ThisBuild / organization     := "com.example"
 ThisBuild / organizationName := "example"
@@ -10,10 +10,10 @@ lazy val root = (project in file("."))
     run / javaOptions ++= Seq("-Xms4G", "-Xmx4G"),
     libraryDependencies ++= Seq(
       "com.github.ghostdogpr"                 %% "caliban-quick"         % "2.8.1",
-      "com.github.plokhotnyuk.jsoniter-scala" %% "jsoniter-scala-core"   % "2.30.7",
-      "com.github.plokhotnyuk.jsoniter-scala" %% "jsoniter-scala-macros" % "2.30.7" % Provided,
+      "com.github.plokhotnyuk.jsoniter-scala" %% "jsoniter-scala-core"   % "2.30.9",
+      "com.github.plokhotnyuk.jsoniter-scala" %% "jsoniter-scala-macros" % "2.30.9" % Provided,
       "org.apache.httpcomponents.client5"      % "httpclient5"           % "5.3.1",
-      "dev.zio"                               %% "zio"                   % "2.1.6"
+      "dev.zio"                               %% "zio"                   % "2.1.9"
     )
   )
 
diff --git a/graphql/caliban/setup.sh b/graphql/caliban/setup.sh
new file mode 100644
index 00000000..2c78ee45
--- /dev/null
+++ b/graphql/caliban/setup.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# For caliban
+cd graphql/caliban
+./sbt compile
+cd ../../
\ No newline at end of file
diff --git a/graphql/gqlgen/setup.sh b/graphql/gqlgen/setup.sh
new file mode 100644
index 00000000..76a50491
--- /dev/null
+++ b/graphql/gqlgen/setup.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+
+# For gqlgen:
+cd graphql/gqlgen
+go build -o main main.go
\ No newline at end of file
diff --git a/graphql/graphql_jit/package-lock.json b/graphql/graphql_jit/package-lock.json
index 895740be..fda731b0 100644
--- a/graphql/graphql_jit/package-lock.json
+++ b/graphql/graphql_jit/package-lock.json
@@ -26,11 +26,12 @@
       }
     },
     "node_modules/@graphql-tools/merge": {
-      "version": "9.0.4",
-      "resolved": "https://registry.npmjs.org/@graphql-tools/merge/-/merge-9.0.4.tgz",
-      "integrity": "sha512-MivbDLUQ+4Q8G/Hp/9V72hbn810IJDEZQ57F01sHnlrrijyadibfVhaQfW/pNH+9T/l8ySZpaR/DpL5i+ruZ+g==",
+      "version": "9.0.6",
+      "resolved": "https://registry.npmjs.org/@graphql-tools/merge/-/merge-9.0.6.tgz",
+      "integrity": "sha512-TmkzFTFVieHnqu9mPTF6RxAQltaprpDQnM5HMTPSyMLXnJGMTvdWejV0yORKj7DW1YSi791/sUnKf8HytepBFQ==",
+      "license": "MIT",
       "dependencies": {
-        "@graphql-tools/utils": "^10.0.13",
+        "@graphql-tools/utils": "^10.5.4",
         "tslib": "^2.4.0"
       },
       "engines": {
@@ -41,12 +42,13 @@
       }
     },
     "node_modules/@graphql-tools/schema": {
-      "version": "10.0.4",
-      "resolved": "https://registry.npmjs.org/@graphql-tools/schema/-/schema-10.0.4.tgz",
-      "integrity": "sha512-HuIwqbKxPaJujox25Ra4qwz0uQzlpsaBOzO6CVfzB/MemZdd+Gib8AIvfhQArK0YIN40aDran/yi+E5Xf0mQww==",
+      "version": "10.0.6",
+      "resolved": "https://registry.npmjs.org/@graphql-tools/schema/-/schema-10.0.6.tgz",
+      "integrity": "sha512-EIJgPRGzpvDFEjVp+RF1zNNYIC36BYuIeZ514jFoJnI6IdxyVyIRDLx/ykgMdaa1pKQerpfdqDnsF4JnZoDHSQ==",
+      "license": "MIT",
       "dependencies": {
-        "@graphql-tools/merge": "^9.0.3",
-        "@graphql-tools/utils": "^10.2.1",
+        "@graphql-tools/merge": "^9.0.6",
+        "@graphql-tools/utils": "^10.5.4",
         "tslib": "^2.4.0",
         "value-or-promise": "^1.0.12"
       },
@@ -58,12 +60,13 @@
       }
     },
     "node_modules/@graphql-tools/utils": {
-      "version": "10.3.1",
-      "resolved": "https://registry.npmjs.org/@graphql-tools/utils/-/utils-10.3.1.tgz",
-      "integrity": "sha512-Yhk1F0MNk4/ctgl3d0DKq++ZPovvZuh1ixWuUEVAxrFloYOAVwJ+rvGI1lsopArdJly8QXClT9lkvOxQszMw/w==",
+      "version": "10.5.4",
+      "resolved": "https://registry.npmjs.org/@graphql-tools/utils/-/utils-10.5.4.tgz",
+      "integrity": "sha512-XHnyCWSlg1ccsD8s0y6ugo5GZ5TpkTiFVNPSYms5G0s6Z/xTuSmiLBfeqgkfaCwLmLaQnRCmNDL2JRnqc2R5bQ==",
+      "license": "MIT",
       "dependencies": {
         "@graphql-typed-document-node/core": "^3.1.1",
-        "cross-inspect": "1.0.0",
+        "cross-inspect": "1.0.1",
         "dset": "^3.1.2",
         "tslib": "^2.4.0"
       },
@@ -136,9 +139,10 @@
       "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
     },
     "node_modules/axios": {
-      "version": "1.7.2",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.2.tgz",
-      "integrity": "sha512-2A8QhOMrbomlDuiLeK9XibIBzuHeRcqqNOHp0Cyp5EoJ1IFDh+XZH3A6BkXtv0K4gFGCI0Y4BM7B1wOEi0Rmgw==",
+      "version": "1.7.7",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.7.tgz",
+      "integrity": "sha512-S4kL7XrjgBmvdGut0sN3yJxqYzrDOnivkBiN0OFs6hLiUam3UPvswUo0kqGyhqUZGEOytHyumEdXsAkgCOUf3Q==",
+      "license": "MIT",
       "dependencies": {
         "follow-redirects": "^1.15.6",
         "form-data": "^4.0.0",
@@ -238,9 +242,10 @@
       "integrity": "sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ=="
     },
     "node_modules/cross-inspect": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/cross-inspect/-/cross-inspect-1.0.0.tgz",
-      "integrity": "sha512-4PFfn4b5ZN6FMNGSZlyb7wUhuN8wvj8t/VQHZdM4JsDcruGJ8L2kf9zao98QIrBPFCpdk27qst/AGTl7pL3ypQ==",
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/cross-inspect/-/cross-inspect-1.0.1.tgz",
+      "integrity": "sha512-Pcw1JTvZLSJH83iiGWt6fRcT+BjZlCDRVwYLbUcHzv/CRpB7r0MlSrGbIyQvVSNyGnbt7G4AXuyCiDR3POvZ1A==",
+      "license": "MIT",
       "dependencies": {
         "tslib": "^2.4.0"
       },
@@ -306,6 +311,7 @@
       "version": "3.1.3",
       "resolved": "https://registry.npmjs.org/dset/-/dset-3.1.3.tgz",
       "integrity": "sha512-20TuZZHCEZ2O71q9/+8BwKwZ0QtD9D8ObhrihJPr+vLLYlSuAU3/zL4cSlgbfeoGHTjCSJBa7NGcrF9/Bx/WJQ==",
+      "license": "MIT",
       "engines": {
         "node": ">=4"
       }
diff --git a/graphql/graphql_jit/setup.sh b/graphql/graphql_jit/setup.sh
new file mode 100644
index 00000000..43d78ff7
--- /dev/null
+++ b/graphql/graphql_jit/setup.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# For graphql_jit
+cd graphql/graphql_jit
+npm install
+cd ../../
\ No newline at end of file
diff --git a/graphql/hasura/handler.js b/graphql/hasura/handler.js
index 58be8888..aa941b35 100644
--- a/graphql/hasura/handler.js
+++ b/graphql/hasura/handler.js
@@ -1,13 +1,72 @@
-const express = require('express');
+const express = require("express");
+const axios = require("axios");
+const DataLoader = require("dataloader");
+const { Agent } = require("http");
+
+// Create a new axios instance with connection pooling.
+const httpAgent = new Agent({ keepAlive: true });
+const axiosInstance = axios.create({
+  httpAgent,
+});
+
 const app = express();
 const port = 4000;
 
 app.use(express.json());
 
+async function batchUsers(usersIds) {
+  const requests = usersIds.map(async (id) => {
+    const response = await axiosInstance.get(
+      `http://jsonplaceholder.typicode.com/users/${id}`,
+      {
+        proxy: {
+          protocol: "http",
+          host: "127.0.0.1",
+          port: 3000,
+        },
+      },
+    );
+    return response.data;
+  });
+  return await Promise.all(requests);
+}
+
+// Route to greet
 app.post('/greet', (req, res) => {
   res.json('Hello World!');
 });
 
+// Route to fetch posts
+app.post('/posts', async (req, res) => {
+  try {
+    const response = await axiosInstance.get('http://jsonplaceholder.typicode.com/posts', {
+      proxy: {
+        protocol: "http",
+        host: "127.0.0.1",
+        port: 3000,
+      },
+    });
+    let posts = response.data;
+
+    if (req.body.request_query.includes("user")) {
+      const userLoader = new DataLoader(batchUsers, {
+        batchScheduleFn: (callback) => setTimeout(callback, 1),
+      });
+      posts = await Promise.all(posts.map(async (post) => {
+        const user = await userLoader.load(post.userId);
+        return {
+          ...post,
+          user,
+        };
+      }))
+    }
+
+    res.json(posts);
+  } catch (error) {
+    res.json(error);
+  }
+});
+
 app.listen(port, () => {
-  console.log(`Greet action handler running on port ${port}`);
+  console.log(`Handler server running on port ${port}`);
 });
diff --git a/graphql/hasura/metadata/actions.graphql b/graphql/hasura/metadata/actions.graphql
index 6510caeb..c8f684f8 100644
--- a/graphql/hasura/metadata/actions.graphql
+++ b/graphql/hasura/metadata/actions.graphql
@@ -1,3 +1,20 @@
 type Query {
   greet: String!
+  posts: [Post!]!
+}
+
+type Post {
+  id: ID!
+  userId: ID!
+  title: String!
+  body: String!
+  user: User
+}
+
+type User {
+  id: ID!
+  name: String!
+  email: String!
+  phone: String!
+  website: String!
 }
diff --git a/graphql/hasura/metadata/actions.yaml b/graphql/hasura/metadata/actions.yaml
index ca5ed195..94c36632 100644
--- a/graphql/hasura/metadata/actions.yaml
+++ b/graphql/hasura/metadata/actions.yaml
@@ -2,4 +2,8 @@ actions:
     - name: greet
       definition:
         kind: synchronous
-        handler: '{{HASURA_GRAPHQL_ACTION_HANDLER_URL}}'
+        handler: '{{HASURA_GRAPHQL_ACTION_HANDLER_URL}}/greet'
+    - name: posts
+      definition:
+        kind: synchronous
+        handler: '{{HASURA_GRAPHQL_ACTION_HANDLER_URL}}/posts'
diff --git a/graphql/hasura/metadata/databases/databases.yaml b/graphql/hasura/metadata/databases/databases.yaml
index f71e88b0..fe51488c 100644
--- a/graphql/hasura/metadata/databases/databases.yaml
+++ b/graphql/hasura/metadata/databases/databases.yaml
@@ -1,14 +1 @@
-- name: default
-  kind: postgres
-  configuration:
-    connection_info:
-      use_prepared_statements: true
-      database_url:
-        from_env: HASURA_GRAPHQL_DATABASE_URL
-      isolation_level: read-committed
-      pool_settings:
-        connection_lifetime: 600
-        retries: 1
-        idle_timeout: 180
-        max_connections: 50
-  tables: "!include default/tables/tables.yaml"
+[]
diff --git a/graphql/hasura/metadata/databases/default/tables/public_posts.yaml b/graphql/hasura/metadata/databases/default/tables/public_posts.yaml
deleted file mode 100644
index 953c9f55..00000000
--- a/graphql/hasura/metadata/databases/default/tables/public_posts.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
-table:
-  schema: public
-  name: posts
-object_relationships:
-  - name: user
-    using:
-      foreign_key_constraint_on: user_id
diff --git a/graphql/hasura/metadata/databases/default/tables/public_users.yaml b/graphql/hasura/metadata/databases/default/tables/public_users.yaml
deleted file mode 100644
index b9a3daf0..00000000
--- a/graphql/hasura/metadata/databases/default/tables/public_users.yaml
+++ /dev/null
@@ -1,11 +0,0 @@
-table:
-  schema: public
-  name: users
-array_relationships:
-  - name: posts
-    using:
-      foreign_key_constraint_on:
-        column: user_id
-        table:
-          schema: public
-          name: posts
diff --git a/graphql/hasura/metadata/databases/default/tables/tables.yaml b/graphql/hasura/metadata/databases/default/tables/tables.yaml
deleted file mode 100644
index ce7b30f9..00000000
--- a/graphql/hasura/metadata/databases/default/tables/tables.yaml
+++ /dev/null
@@ -1,2 +0,0 @@
-- "!include public_posts.yaml"
-- "!include public_users.yaml"
diff --git a/graphql/hasura/package-lock.json b/graphql/hasura/package-lock.json
index e7ba1ff9..aa6b460c 100644
--- a/graphql/hasura/package-lock.json
+++ b/graphql/hasura/package-lock.json
@@ -26,12 +26,19 @@
       "resolved": "https://registry.npmjs.org/array-flatten/-/array-flatten-1.1.1.tgz",
       "integrity": "sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg=="
     },
+    "asynckit": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
+    },
     "axios": {
-      "version": "0.21.4",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-0.21.4.tgz",
-      "integrity": "sha512-ut5vewkiu8jjGBdqpM44XxjuCjq9LAKeHVmoVfHVzy8eHgxxq8SbAVQNovDA8mVi05kP0Ea/n/UzcSHcTJQfNg==",
+      "version": "1.7.4",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.4.tgz",
+      "integrity": "sha512-DukmaFRnY6AzAALSH4J2M3k6PkaC+MfaAGdEERRWcC9q3/TWQwLpHR8ZRLKTdQ3aBDL64EdluRDjJqKw+BPZEw==",
       "requires": {
-        "follow-redirects": "^1.14.0"
+        "follow-redirects": "^1.15.6",
+        "form-data": "^4.0.0",
+        "proxy-from-env": "^1.1.0"
       }
     },
     "body-parser": {
@@ -93,6 +100,14 @@
       "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.3.tgz",
       "integrity": "sha512-72fSenhMw2HZMTVHeCA9KCmpEIbzWiQsjN+BHcBbS9vr1mtt+vJjPdksIBNUmKAW8TFUDPJK5SUU3QhE9NEXDw=="
     },
+    "combined-stream": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
+      "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
+      "requires": {
+        "delayed-stream": "~1.0.0"
+      }
+    },
     "content-disposition": {
       "version": "0.5.4",
       "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-0.5.4.tgz",
@@ -116,6 +131,11 @@
       "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.0.6.tgz",
       "integrity": "sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ=="
     },
+    "dataloader": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/dataloader/-/dataloader-2.2.2.tgz",
+      "integrity": "sha512-8YnDaaf7N3k/q5HnTJVuzSyLETjoZjVmHc4AeKAzOvKHEFQKcn64OKBfzHYtE9zGjctNM7V9I0MfnUVLpi7M5g=="
+    },
     "debug": {
       "version": "2.6.9",
       "resolved": "https://registry.npmjs.org/debug/-/debug-2.6.9.tgz",
@@ -134,6 +154,11 @@
         "gopd": "^1.0.1"
       }
     },
+    "delayed-stream": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
+      "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ=="
+    },
     "depd": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz",
@@ -239,6 +264,16 @@
       "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.6.tgz",
       "integrity": "sha512-wWN62YITEaOpSK584EZXJafH1AGpO8RVgElfkuXbTOrPX4fIfOyEpW/CsiNd8JdYrAoOvafRTOEnvsO++qCqFA=="
     },
+    "form-data": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz",
+      "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==",
+      "requires": {
+        "asynckit": "^0.4.0",
+        "combined-stream": "^1.0.8",
+        "mime-types": "^2.1.12"
+      }
+    },
     "forwarded": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/forwarded/-/forwarded-0.2.0.tgz",
@@ -312,8 +347,23 @@
       "requires": {
         "axios": "^0.21.1",
         "chalk": "^2.4.2"
+      },
+      "dependencies": {
+        "axios": {
+          "version": "0.21.4",
+          "resolved": "https://registry.npmjs.org/axios/-/axios-0.21.4.tgz",
+          "integrity": "sha512-ut5vewkiu8jjGBdqpM44XxjuCjq9LAKeHVmoVfHVzy8eHgxxq8SbAVQNovDA8mVi05kP0Ea/n/UzcSHcTJQfNg==",
+          "requires": {
+            "follow-redirects": "^1.14.0"
+          }
+        }
       }
     },
+    "http": {
+      "version": "0.0.1-security",
+      "resolved": "https://registry.npmjs.org/http/-/http-0.0.1-security.tgz",
+      "integrity": "sha512-RnDvP10Ty9FxqOtPZuxtebw1j4L/WiqNMDtuc1YMH1XQm5TgDRaR1G9u8upL6KD1bXHSp9eSXo/ED+8Q7FAr+g=="
+    },
     "http-errors": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/http-errors/-/http-errors-2.0.0.tgz",
@@ -419,6 +469,11 @@
         "ipaddr.js": "1.9.1"
       }
     },
+    "proxy-from-env": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
+      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
+    },
     "qs": {
       "version": "6.11.0",
       "resolved": "https://registry.npmjs.org/qs/-/qs-6.11.0.tgz",
diff --git a/graphql/hasura/package.json b/graphql/hasura/package.json
index 0bcfb376..ff1b6508 100644
--- a/graphql/hasura/package.json
+++ b/graphql/hasura/package.json
@@ -2,8 +2,15 @@
   "name": "hasura",
   "version": "1.0.0",
   "main": "index.js",
+  "scripts": {
+    "start": "PORT=4000 pm2 start handler.js -i max",
+    "stop": "pm2 stop handler"
+  },
   "dependencies": {
+    "axios": "^1.7.2",
+    "dataloader": "^2.2.2",
     "express": "^4.19.2",
-    "hasura-cli": "^2.36.1"
+    "hasura-cli": "2.36.1",
+    "http": "^0.0.1-security"
   }
 }
diff --git a/graphql/hasura/run.sh b/graphql/hasura/run.sh
index 3e988514..b30f38f7 100755
--- a/graphql/hasura/run.sh
+++ b/graphql/hasura/run.sh
@@ -14,7 +14,7 @@ docker run -d --name postgres \
   -p $DB_PORT:5432 \
   postgres:13
 
-DB_HOST=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' postgres)
+DB_HOST=127.0.0.1
 
 # Wait for PostgreSQL to be ready
 echo "Waiting for PostgreSQL to be ready..."
@@ -24,12 +24,12 @@ done
 echo "PostgreSQL is ready!"
 
 docker run -d --name handler \
-  -p 4000:4000 \
+  --network host \
   --mount type=bind,source="/home/runner/work/graphql-benchmarks/graphql-benchmarks/graphql/hasura",target=/app \
-  node:14 bash -c "cd /app && npm install && node handler.js"
+  node:14 bash -c "cd /app && npm install -g pm2 && npm install && npm start && pm2 logs"
 
-HANDLER_URL=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' handler)
-HANDLER_URL="http://$HANDLER_URL:4000/greet"
+HANDLER_URL=127.0.0.1
+HANDLER_URL="http://$HANDLER_URL:4000"
 
 # Start Hasura GraphQL Engine container
 docker run -d --name graphql-engine \
@@ -39,72 +39,10 @@ docker run -d --name graphql-engine \
   -e HASURA_GRAPHQL_ENABLED_LOG_TYPES=startup,http-log,webhook-log,websocket-log,query-log \
   -e HASURA_GRAPHQL_EXPERIMENTAL_FEATURES=naming_convention \
   -e HASURA_GRAPHQL_DEFAULT_NAMING_CONVENTION=graphql-default \
-  -p 8080:8080 \
+  --network host \
   hasura/graphql-engine:v2.40.0
 
-HASURA_URL=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' graphql-engine)
-
-# Create and insert data into PostgreSQL
-psql "postgresql://$DB_USER:$DB_PASSWORD@$DB_HOST:$DB_PORT/$DB_NAME" <<EOF
-CREATE SCHEMA IF NOT EXISTS public;
-
-DROP TABLE IF EXISTS public.posts;
-DROP TABLE IF EXISTS public.users;
-
-CREATE TABLE public.users (
-  id SERIAL PRIMARY KEY,
-  user_id INTEGER,
-  name TEXT,
-  username TEXT,
-  email TEXT,
-  phone TEXT,
-  website TEXT
-);
-
-CREATE TABLE public.posts (
-  id SERIAL PRIMARY KEY,
-  user_id INTEGER,
-  title TEXT,
-  body TEXT,
-  FOREIGN KEY (user_id) REFERENCES public.users(id)
-);
-EOF
-
-# Fetch data from APIs
-USERS_DATA=$(curl -s http://jsonplaceholder.typicode.com/users)
-POSTS_DATA=$(curl -s http://jsonplaceholder.typicode.com/posts)
-
-# Save data to temporary files
-echo "$USERS_DATA" >users.json
-echo "$POSTS_DATA" >posts.json
-
-# Insert users into the database
-jq -c '.[]' users.json | while read -r user; do
-  id=$(echo "$user" | jq '.id')
-  userId=$(echo "$user" | jq '.userId')
-  name=$(echo "$user" | jq -r '.name' | sed "s/'/''/g")
-  username=$(echo "$user" | jq -r '.username' | sed "s/'/''/g")
-  email=$(echo "$user" | jq -r '.email' | sed "s/'/''/g")
-  phone=$(echo "$user" | jq -r '.phone' | sed "s/'/''/g")
-  website=$(echo "$user" | jq -r '.website' | sed "s/'/''/g")
-
-  psql "postgresql://$DB_USER:$DB_PASSWORD@$DB_HOST:$DB_PORT/$DB_NAME" -c "INSERT INTO public.users (id, user_id, name, username, email, phone, website) VALUES ($id, $userId, '$name', '$username', '$email', '$phone', '$website') ON CONFLICT (id) DO NOTHING;"
-done
-
-# Insert posts into the database
-jq -c '.[]' posts.json | while read -r post; do
-  id=$(echo "$post" | jq '.id')
-  user_id=$(echo "$post" | jq '.userId')
-  title=$(echo "$post" | jq -r '.title' | sed "s/'/''/g")
-  body=$(echo "$post" | jq -r '.body' | sed "s/'/''/g")
-
-  psql "postgresql://$DB_USER:$DB_PASSWORD@$DB_HOST:$DB_PORT/$DB_NAME" -c "INSERT INTO public.posts (id, user_id, title, body) VALUES ($id, $user_id, '$title', '$body') ON CONFLICT (id) DO NOTHING;"
-done
-
-# Clean up temporary files
-rm users.json posts.json
-
 # Apply Hasura metadata
 cd ./graphql/hasura
-npx hasura metadata apply --endpoint http://$HASURA_URL:8080
+npx hasura metadata apply
 cd ../..
diff --git a/graphql/hasura/setup.sh b/graphql/hasura/setup.sh
new file mode 100644
index 00000000..a862ce28
--- /dev/null
+++ b/graphql/hasura/setup.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# For hasura
+cd graphql/hasura
+npm install
+cd ../../
diff --git a/graphql/netflix_dgs/build.gradle b/graphql/netflix_dgs/build.gradle
index 5b280fc6..4a55ce6e 100644
--- a/graphql/netflix_dgs/build.gradle
+++ b/graphql/netflix_dgs/build.gradle
@@ -1,6 +1,6 @@
 plugins {
 	id 'java'
-	id 'org.springframework.boot' version '3.3.1'
+	id 'org.springframework.boot' version '3.3.3'
 	id 'io.spring.dependency-management' version '1.1.6'
 }
 
@@ -17,8 +17,8 @@ repositories {
 
 dependencyManagement {
     imports {
-        mavenBom "com.netflix.graphql.dgs:graphql-dgs-platform-dependencies:9.0.4"
-        mavenBom "io.projectreactor:reactor-bom:2023.0.8"
+        mavenBom "com.netflix.graphql.dgs:graphql-dgs-platform-dependencies:9.1.0"
+        mavenBom "io.projectreactor:reactor-bom:2023.0.9"
     }
 }
 
diff --git a/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.jar b/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.jar
index 2c352119..a4b76b95 100644
Binary files a/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.jar and b/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.jar differ
diff --git a/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.properties b/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.properties
index 09523c0e..9355b415 100644
--- a/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.properties
+++ b/graphql/netflix_dgs/gradle/wrapper/gradle-wrapper.properties
@@ -1,6 +1,6 @@
 distributionBase=GRADLE_USER_HOME
 distributionPath=wrapper/dists
-distributionUrl=https\://services.gradle.org/distributions/gradle-8.9-bin.zip
+distributionUrl=https\://services.gradle.org/distributions/gradle-8.10-bin.zip
 networkTimeout=10000
 validateDistributionUrl=true
 zipStoreBase=GRADLE_USER_HOME
diff --git a/graphql/netflix_dgs/setup.sh b/graphql/netflix_dgs/setup.sh
new file mode 100644
index 00000000..f0795b9e
--- /dev/null
+++ b/graphql/netflix_dgs/setup.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# For netflix dgs
+cd graphql/netflix_dgs
+./gradlew build
+cd ../../
\ No newline at end of file
diff --git a/graphql/tailcall/package-lock.json b/graphql/tailcall/package-lock.json
index 759da13f..a264c1c0 100644
--- a/graphql/tailcall/package-lock.json
+++ b/graphql/tailcall/package-lock.json
@@ -7,7 +7,7 @@
       "name": "tailcall",
       "license": "ISC",
       "dependencies": {
-        "@tailcallhq/tailcall": "0.96.5"
+        "@tailcallhq/tailcall": "0.111.2"
       }
     },
     "node_modules/@scarf/scarf": {
@@ -17,9 +17,9 @@
       "hasInstallScript": true
     },
     "node_modules/@tailcallhq/core-darwin-arm64": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-darwin-arm64/-/core-darwin-arm64-0.96.5.tgz",
-      "integrity": "sha512-uTk/guc2RXIdqGGh45UKrqETG1tvqPRjh2nQzgyZHwvXAxPuuDOoUhwCc0IrIFGcEXNLtbKEaoDlG02BRkxAgw==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-darwin-arm64/-/core-darwin-arm64-0.111.2.tgz",
+      "integrity": "sha512-NAZUhbyKtH0ccnEZAP7O0bOb9559n1ZOBBnt4Y3kl+tqdgfjLzijwfgytw1QSB55USS7bmB+Odb5TdazR53HbA==",
       "cpu": [
         "arm64"
       ],
@@ -33,9 +33,9 @@
       }
     },
     "node_modules/@tailcallhq/core-darwin-x64": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-darwin-x64/-/core-darwin-x64-0.96.5.tgz",
-      "integrity": "sha512-7aDjw/aHVMt6/sYtdOm90AhnmZK2Y333hjf/u2kRfu/UXh9vT6GA2nVXBpN04Xvpj9cAQ7JK/yavgmMJ/7fX2Q==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-darwin-x64/-/core-darwin-x64-0.111.2.tgz",
+      "integrity": "sha512-nNpRA2J/V6Sax7cAktocnlJhjytoaraDQVhn9bGiu+CCZhlhTezyMlN8FEuGJggPJIHI6sD4YdsQ2ULyPg/nUA==",
       "cpu": [
         "x64"
       ],
@@ -49,9 +49,9 @@
       }
     },
     "node_modules/@tailcallhq/core-linux-arm64-gnu": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-arm64-gnu/-/core-linux-arm64-gnu-0.96.5.tgz",
-      "integrity": "sha512-E34NwBDGr5/CG6LjqgAOUWtkGlo2diDliIpu/pWaAjdsCr3coTSe7FDnjCVH3ZOqPXXWxeGDBzgC3qdaAxEUNw==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-arm64-gnu/-/core-linux-arm64-gnu-0.111.2.tgz",
+      "integrity": "sha512-W71UgsJ13Klk/mH4dhEj3pw5v3IrErGYfyP+3YCmRIvcM+Q99KmSwOeiF0N9blr3eHZFi1UDf6hIlAyLkDQ5Kw==",
       "cpu": [
         "arm64"
       ],
@@ -65,9 +65,9 @@
       }
     },
     "node_modules/@tailcallhq/core-linux-arm64-musl": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-arm64-musl/-/core-linux-arm64-musl-0.96.5.tgz",
-      "integrity": "sha512-dtdolbyPF3DuHHLQSNoQrKeeu/PkIb1+JAproXIo9/bfysZZFFbKbRu0ED6wRHugvwkN672gMIU/K8tamFHe5g==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-arm64-musl/-/core-linux-arm64-musl-0.111.2.tgz",
+      "integrity": "sha512-gRz3iW03K0ZuRx2NHa03vlGy0lzl3Eclo8JztC4/3/LvaMWQfUqRuKi3e/DQBs9xlzaNiAWz5sb5Kzw77JDccg==",
       "cpu": [
         "arm64"
       ],
@@ -81,9 +81,9 @@
       }
     },
     "node_modules/@tailcallhq/core-linux-ia32-gnu": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-ia32-gnu/-/core-linux-ia32-gnu-0.96.5.tgz",
-      "integrity": "sha512-sBPn16fn2Z88RinYt6yU8GpR5sd/IZynvAllNLTnNuSVnXd4eK/4K5p8L2lfznuOs/wbLZBKXNyHCUc2jmrzwA==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-ia32-gnu/-/core-linux-ia32-gnu-0.111.2.tgz",
+      "integrity": "sha512-gTWKKAoeWTO0mNSdw+A6QjIIVTeKlEqrk5wadp/EqSaFh714//706lSdp3dTsCoUAnFB4kWLWBDLjZQzZzMOvQ==",
       "cpu": [
         "ia32"
       ],
@@ -97,9 +97,9 @@
       }
     },
     "node_modules/@tailcallhq/core-linux-x64-gnu": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-x64-gnu/-/core-linux-x64-gnu-0.96.5.tgz",
-      "integrity": "sha512-D2CpfNvils72IPa/yW/yYXOmwHx6BaPipkpvZJJjxVIv84zAiOu9sJOMgZFT5S8p68dL/QPpkswanhJOaM6xJw==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-x64-gnu/-/core-linux-x64-gnu-0.111.2.tgz",
+      "integrity": "sha512-21aPZDHs04eR4ArfaoY7rEENwhfrQUSqOEeh3Ee9uSxmWFZNEJJw9mA0cMECWm0Fn7Lj5BZ6JhkLHeaW3XQNmw==",
       "cpu": [
         "x64"
       ],
@@ -113,9 +113,9 @@
       }
     },
     "node_modules/@tailcallhq/core-linux-x64-musl": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-x64-musl/-/core-linux-x64-musl-0.96.5.tgz",
-      "integrity": "sha512-ELEt/tUHD9fZrVFaWVbkyfks7Da7LpzVyRWXdWHTfCxS9ovSMXW5mjyPdItNGnpaOUO04Or5Z0Rq/APlVXOzrg==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-linux-x64-musl/-/core-linux-x64-musl-0.111.2.tgz",
+      "integrity": "sha512-GzMyp5PSjdUMmHdshl5g5M5JuNJqS0wwZAiXWM47Zt9yOTVBR5U3ckdrXD1q/QjptY2iJRaZhrMe++73z+3iIA==",
       "cpu": [
         "x64"
       ],
@@ -129,9 +129,9 @@
       }
     },
     "node_modules/@tailcallhq/core-win32-arm64-msvc": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-win32-arm64-msvc/-/core-win32-arm64-msvc-0.96.5.tgz",
-      "integrity": "sha512-pCsbY3HQ1vlr1NX/iQSiGgA+kNdE5ojOFbb5k5P0itX7uY8/me19L1mZ6PaocIgKdrLMa86IaEWXb4Pg+i1jUg==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-win32-arm64-msvc/-/core-win32-arm64-msvc-0.111.2.tgz",
+      "integrity": "sha512-ZQ10uroAd/IQN//zXED/vRouc+UQfHt3RI8KBla0hJytS9+GG7ndYU4IV/AzyWbgF4hdy5NsJxfc1zLaFsOrdg==",
       "cpu": [
         "arm64"
       ],
@@ -145,9 +145,9 @@
       }
     },
     "node_modules/@tailcallhq/core-win32-ia32-msvc": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-win32-ia32-msvc/-/core-win32-ia32-msvc-0.96.5.tgz",
-      "integrity": "sha512-HFtZ7EVOec4RWd7+fkyX4YRCBMzbumltZgw42p6MwN9bAzhJdn/Yv1mK2L4fHimzBsqBhH9fSv4uUWQ2QObumw==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-win32-ia32-msvc/-/core-win32-ia32-msvc-0.111.2.tgz",
+      "integrity": "sha512-vFoiJCRDVAIg+AGwaYoOD3o1mxazpsg+sBwCer2+y5JFLnP1n0czhx7aD7acOFF2DWDmb/qTeNncgQjsWIM46g==",
       "cpu": [
         "ia32"
       ],
@@ -161,9 +161,9 @@
       }
     },
     "node_modules/@tailcallhq/core-win32-x64-msvc": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/core-win32-x64-msvc/-/core-win32-x64-msvc-0.96.5.tgz",
-      "integrity": "sha512-SAr6Z/QHSx3XxqvafdhLKMN1tDRqbHHi2BGLlJKB/ZBboCWz19kOXQSVVZPnFxa0faPo/v95nkXV29FlfTc9iw==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/core-win32-x64-msvc/-/core-win32-x64-msvc-0.111.2.tgz",
+      "integrity": "sha512-b/MuQEJXnuvdrG+GjA0YZK9ZSjYSaCWctAiSVWJ2HUJJr8r/njWu5L444bStfS5nI/lIsQsmZc2d2LDveS084w==",
       "cpu": [
         "x64"
       ],
@@ -177,9 +177,9 @@
       }
     },
     "node_modules/@tailcallhq/tailcall": {
-      "version": "0.96.5",
-      "resolved": "https://registry.npmjs.org/@tailcallhq/tailcall/-/tailcall-0.96.5.tgz",
-      "integrity": "sha512-rNj2R8iEajxy1qoAUj4eMBVBGxr1Sunqvblv5lA+pavXggEtKlU2NfL22y8tFN5N/zpkmoSCehUB28aFyw37Qw==",
+      "version": "0.111.2",
+      "resolved": "https://registry.npmjs.org/@tailcallhq/tailcall/-/tailcall-0.111.2.tgz",
+      "integrity": "sha512-ilPm7/jek82i/ZAJvufMHuBW6cRGG+G7rBuFWF9BmPx8zZTDomKKiHNNLPUjPDlNB6Hw/N0qeyWR5tp2YoAEWw==",
       "hasInstallScript": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -187,16 +187,16 @@
         "detect-libc": "^2.0.2"
       },
       "optionalDependencies": {
-        "@tailcallhq/core-darwin-arm64": "v0.96.5",
-        "@tailcallhq/core-darwin-x64": "v0.96.5",
-        "@tailcallhq/core-linux-arm64-gnu": "v0.96.5",
-        "@tailcallhq/core-linux-arm64-musl": "v0.96.5",
-        "@tailcallhq/core-linux-ia32-gnu": "v0.96.5",
-        "@tailcallhq/core-linux-x64-gnu": "v0.96.5",
-        "@tailcallhq/core-linux-x64-musl": "v0.96.5",
-        "@tailcallhq/core-win32-arm64-msvc": "v0.96.5",
-        "@tailcallhq/core-win32-ia32-msvc": "v0.96.5",
-        "@tailcallhq/core-win32-x64-msvc": "v0.96.5"
+        "@tailcallhq/core-darwin-arm64": "v0.111.2",
+        "@tailcallhq/core-darwin-x64": "v0.111.2",
+        "@tailcallhq/core-linux-arm64-gnu": "v0.111.2",
+        "@tailcallhq/core-linux-arm64-musl": "v0.111.2",
+        "@tailcallhq/core-linux-ia32-gnu": "v0.111.2",
+        "@tailcallhq/core-linux-x64-gnu": "v0.111.2",
+        "@tailcallhq/core-linux-x64-musl": "v0.111.2",
+        "@tailcallhq/core-win32-arm64-msvc": "v0.111.2",
+        "@tailcallhq/core-win32-ia32-msvc": "v0.111.2",
+        "@tailcallhq/core-win32-x64-msvc": "v0.111.2"
       }
     },
     "node_modules/detect-libc": {
diff --git a/graphql/tailcall/package.json b/graphql/tailcall/package.json
index 3bc9784a..444213d7 100644
--- a/graphql/tailcall/package.json
+++ b/graphql/tailcall/package.json
@@ -8,6 +8,6 @@
   "author": "",
   "license": "ISC",
   "dependencies": {
-    "@tailcallhq/tailcall": "0.96.5"
+    "@tailcallhq/tailcall": "0.111.2"
   }
 }
diff --git a/graphql/tailcall/setup.sh b/graphql/tailcall/setup.sh
new file mode 100644
index 00000000..ed9c81cf
--- /dev/null
+++ b/graphql/tailcall/setup.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+# For tailcall:
+cd graphql/tailcall
+npm install
+cd ../../
\ No newline at end of file
diff --git a/results.md b/results.md
index c7f343c1..72cbcaed 100644
--- a/results.md
+++ b/results.md
@@ -3,31 +3,31 @@
 | Query | Server | Requests/sec | Latency (ms) | Relative |
 |-------:|--------:|--------------:|--------------:|---------:|
 | 1 | `{ posts { id userId title user { id name email }}}` |
-|| [Tailcall] | `29,865.00` | `3.34` | `112.98x` |
-|| [async-graphql] | `1,824.45` | `54.68` | `6.90x` |
-|| [Caliban] | `1,631.74` | `60.96` | `6.17x` |
-|| [Hasura] | `1,513.32` | `65.92` | `5.72x` |
-|| [GraphQL JIT] | `1,308.30` | `76.09` | `4.95x` |
-|| [Gqlgen] | `771.42` | `128.66` | `2.92x` |
-|| [Netflix DGS] | `360.56` | `174.79` | `1.36x` |
-|| [Apollo GraphQL] | `264.34` | `370.65` | `1.00x` |
+|| [Tailcall] | `27,894.20` | `3.57` | `116.40x` |
+|| [async-graphql] | `1,925.61` | `52.56` | `8.04x` |
+|| [Caliban] | `1,755.13` | `56.75` | `7.32x` |
+|| [GraphQL JIT] | `1,260.61` | `79.00` | `5.26x` |
+|| [Gqlgen] | `774.95` | `128.05` | `3.23x` |
+|| [Netflix DGS] | `363.59` | `177.99` | `1.52x` |
+|| [Apollo GraphQL] | `269.21` | `364.28` | `1.12x` |
+|| [Hasura] | `239.63` | `411.81` | `1.00x` |
 | 2 | `{ posts { title }}` |
-|| [Tailcall] | `61,611.40` | `1.61` | `45.11x` |
-|| [Caliban] | `9,406.21` | `10.99` | `6.89x` |
-|| [async-graphql] | `9,366.90` | `10.76` | `6.86x` |
-|| [Hasura] | `2,450.62` | `40.79` | `1.79x` |
-|| [Gqlgen] | `2,150.47` | `48.08` | `1.57x` |
-|| [Apollo GraphQL] | `1,745.86` | `57.22` | `1.28x` |
-|| [Netflix DGS] | `1,602.77` | `69.19` | `1.17x` |
-|| [GraphQL JIT] | `1,365.94` | `73.10` | `1.00x` |
+|| [Tailcall] | `57,871.20` | `1.72` | `78.98x` |
+|| [Caliban] | `10,019.30` | `10.31` | `13.67x` |
+|| [async-graphql] | `9,838.23` | `10.26` | `13.43x` |
+|| [Gqlgen] | `2,181.29` | `47.51` | `2.98x` |
+|| [Apollo GraphQL] | `1,743.58` | `57.29` | `2.38x` |
+|| [Netflix DGS] | `1,587.87` | `71.10` | `2.17x` |
+|| [GraphQL JIT] | `1,325.13` | `75.35` | `1.81x` |
+|| [Hasura] | `732.74` | `137.01` | `1.00x` |
 | 3 | `{ greet }` |
-|| [Caliban] | `69,058.50` | `1.06` | `27.21x` |
-|| [Tailcall] | `63,879.10` | `1.58` | `25.17x` |
-|| [async-graphql] | `50,746.10` | `2.10` | `20.00x` |
-|| [Gqlgen] | `46,935.70` | `5.11` | `18.50x` |
-|| [Netflix DGS] | `8,233.67` | `14.43` | `3.24x` |
-|| [Apollo GraphQL] | `8,028.37` | `12.66` | `3.16x` |
-|| [GraphQL JIT] | `5,097.42` | `19.59` | `2.01x` |
-|| [Hasura] | `2,537.66` | `39.39` | `1.00x` |
+|| [Caliban] | `67,294.20` | `1.11` | `26.65x` |
+|| [Tailcall] | `58,715.80` | `1.71` | `23.25x` |
+|| [Gqlgen] | `47,750.10` | `5.05` | `18.91x` |
+|| [async-graphql] | `46,947.60` | `2.15` | `18.59x` |
+|| [Netflix DGS] | `8,157.51` | `14.95` | `3.23x` |
+|| [Apollo GraphQL] | `8,061.32` | `12.58` | `3.19x` |
+|| [GraphQL JIT] | `5,041.54` | `19.80` | `2.00x` |
+|| [Hasura] | `2,524.95` | `40.06` | `1.00x` |
 
 <!-- PERFORMANCE_RESULTS_END -->
diff --git a/run_analyze_script.sh b/run_analyze_script.sh
new file mode 100755
index 00000000..84f7206a
--- /dev/null
+++ b/run_analyze_script.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+
+# Update and install gnuplot
+sudo apt-get update && sudo apt-get install -y gnuplot
+
+# Remove existing results file
+rm -f results.md
+
+services=("apollo" "caliban" "netflixdgs" "gqlgen" "tailcall" "async_graphql" "hasura" "graphql_jit")
+
+# Loop through each benchmark (1, 2, 3)
+for bench in 1 2 3; do
+    echo "Processing files for bench${bench}:"
+    
+    # Construct the command for each benchmark
+    cmd="bash analyze.sh"
+    
+    # Loop through each service 
+    for service in "${services[@]}"; do
+        # Convert service name to match file naming convention 
+        case $service in
+            "apollo") file_service="apollo_server" ;;
+            "netflixdgs") file_service="netflix_dgs" ;;
+            *) file_service=$service ;;
+        esac
+        
+        # Add files for current service to the command
+        for run in 1 2 3; do
+            cmd+=" bench${bench}_result${run}_graphql_${file_service}_run.sh.txt"
+        done
+    done
+    
+    # Execute the command
+    echo "Executing: $cmd"
+    eval $cmd
+done
\ No newline at end of file
diff --git a/run_benchmarks.sh b/run_benchmarks.sh
index 263e6f69..9c1b1aa8 100755
--- a/run_benchmarks.sh
+++ b/run_benchmarks.sh
@@ -12,6 +12,7 @@ function killServerOnPort() {
     echo "No process found running on port $port"
   fi
 }
+
 bench1Results=()
 bench2Results=()
 bench3Results=()
@@ -34,7 +35,7 @@ function runBenchmark() {
 
   local graphqlEndpoint="http://localhost:8000/graphql"
   if [[ "$serviceScript" == *"hasura"* ]]; then
-    graphqlEndpoint=http://$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' graphql-engine):8080/v1/graphql
+    graphqlEndpoint=http://127.0.0.1:8080/v1/graphql
   fi
 
   for bench in "${benchmarks[@]}"; do
@@ -72,17 +73,29 @@ function runBenchmark() {
 
 rm "results.md"
 
-for service in "apollo_server" "caliban" "netflix_dgs" "gqlgen" "tailcall" "async_graphql" "hasura" "graphql_jit"; do
-  runBenchmark "graphql/${service}/run.sh"
-  if [ "$service" == "apollo_server" ]; then
+# Main script
+if [ $# -eq 0 ]; then
+    echo "Usage: $0 <service_name>"
+    echo "Available services: apollo_server, caliban, netflix_dgs, gqlgen, tailcall, async_graphql, hasura, graphql_jit"
+    exit 1
+fi  
+
+service="$1"
+valid_services=("apollo_server" "caliban" "netflix_dgs" "gqlgen" "tailcall" "async_graphql" "hasura" "graphql_jit")
+
+if [[ ! " ${valid_services[@]} " =~ " ${service} " ]]; then
+    echo "Invalid service name. Available services: ${valid_services[*]}"
+    exit 1
+fi
+
+
+
+runBenchmark "graphql/${service}/run.sh"
+    
+if [ "$service" == "apollo_server" ]; then
     cd graphql/apollo_server/
     npm stop
     cd ../../
-  elif [ "$service" == "hasura" ]; then
+elif [ "$service" == "hasura" ]; then
     bash "graphql/hasura/kill.sh"
-  fi
-done
-
-bash analyze.sh "${bench1Results[@]}"
-bash analyze.sh "${bench2Results[@]}"
-bash analyze.sh "${bench3Results[@]}"
+fi
\ No newline at end of file