diff --git a/code_review_graph/eval/configs/express.yaml b/code_review_graph/eval/configs/express.yaml
index 66894128..54f48686 100644
--- a/code_review_graph/eval/configs/express.yaml
+++ b/code_review_graph/eval/configs/express.yaml
@@ -5,12 +5,12 @@ language: javascript
 size_category: small
 
 test_commits:
-  - sha: 925a1dff1e42f1b393c977b8b77757fcf633e09f
-    description: "fix: bump qs minimum to ^6.14.2 for CVE-2026-2391"
-    changed_files: 1
-  - sha: b4ab7d65d7724d9309b6faaaf82ad492da2a6d35
-    description: "test: include edge case tests for res.type()"
-    changed_files: 1
+  - sha: f41d09a3cf0592b65a1359495b65d3d7cf949c50
+    description: "remove app.router and refactor middleware processing"
+    changed_files: 15
+  - sha: cec5780db4f07a61e21e139e38af20b02dd5ae3a
+    description: "Use router module for routing"
+    changed_files: 11
 
 entry_points:
   - "lib/application.js::app.handle"
diff --git a/code_review_graph/eval/configs/fastapi.yaml b/code_review_graph/eval/configs/fastapi.yaml
index 3bc811d4..eb0217e6 100644
--- a/code_review_graph/eval/configs/fastapi.yaml
+++ b/code_review_graph/eval/configs/fastapi.yaml
@@ -5,12 +5,12 @@ language: python
 size_category: medium
 
 test_commits:
-  - sha: fa3588c38c7473aca7536b12d686102de4b0f407
-    description: "Fix typo for client_secret in OAuth2 form docstrings"
-    changed_files: 1
-  - sha: 0227991a01e61bf5cdd93cc00e9e243f52b47a4a
-    description: "Exclude spam comments from statistics in scripts/people.py"
-    changed_files: 1
+  - sha: 22381558446c5d1ac376680a6581dd63b3a04119
+    description: "Add support for Server Sent Events (#15030)"
+    changed_files: 23
+  - sha: 749cefdeb1428ba5c3911b03c4a72993f7eb3747
+    description: "Add support for streaming JSON Lines and binary data with `yield` (#15022)"
+    changed_files: 21
 
 entry_points:
   - "fastapi/applications.py::FastAPI"
diff --git a/code_review_graph/eval/configs/flask.yaml b/code_review_graph/eval/configs/flask.yaml
index 78cb6df7..13bd5ed5 100644
--- a/code_review_graph/eval/configs/flask.yaml
+++ b/code_review_graph/eval/configs/flask.yaml
@@ -5,12 +5,12 @@ language: python
 size_category: small
 
 test_commits:
-  - sha: fbb6f0bc4c60a0bada0e03c3480d0ccf30a3c1df
-    description: "all teardown callbacks are called despite errors"
+  - sha: c2705ffd9ce1dc8476cb29eaf5ff5d4c719852d9
+    description: "merge app and request context"
+    changed_files: 36
+  - sha: 0ec7f713d679ceed2c605e62ac5d38d579f29fa0
+    description: "Split the App and Blueprint into Sansio and IO parts"
     changed_files: 10
-  - sha: a29f88ce6f2f9843bd6fcbbfce1390a2071965d6
-    description: "document that headers must be set before streaming"
-    changed_files: 4
 
 entry_points:
   - "src/flask/app.py::Flask.wsgi_app"
diff --git a/code_review_graph/eval/configs/gin.yaml b/code_review_graph/eval/configs/gin.yaml
index 2d07c5a7..ab12494a 100644
--- a/code_review_graph/eval/configs/gin.yaml
+++ b/code_review_graph/eval/configs/gin.yaml
@@ -5,15 +5,15 @@ language: go
 size_category: small
 
 test_commits:
-  - sha: 052d1a79aafe3f04078a2716f8e77d4340308383
-    description: "feat(render): add PDF renderer and tests"
-    changed_files: 5
-  - sha: 472d086af2acd924cb4b9d7be0525f7d790f69bc
-    description: "fix(tree): panic in findCaseInsensitivePathRec with RedirectFixedPath"
-    changed_files: 2
-  - sha: 5c00df8afadd06cc5be530dde00fe6d9fa4a2e4a
-    description: "fix(render): write content length in Data.Render"
-    changed_files: 2
+  - sha: 0a192fb0fa0127eac08cf24c624b92048ed823f6
+    description: "Tons of unit tests"
+    changed_files: 26
+  - sha: ac0ad2fed865d40a0adc1ac3ccaadc3acff5db4b
+    description: "Improves unit tests"
+    changed_files: 14
+  - sha: 0feaf8cbd80da13be634b13fd28bfb2d6e357839
+    description: "Split examples to alone repo (#1776)"
+    changed_files: 64
 
 entry_points:
   - "gin.go::Engine"
diff --git a/code_review_graph/eval/configs/httpx.yaml b/code_review_graph/eval/configs/httpx.yaml
index 193d4608..ffcf0fd6 100644
--- a/code_review_graph/eval/configs/httpx.yaml
+++ b/code_review_graph/eval/configs/httpx.yaml
@@ -5,12 +5,12 @@ language: python
 size_category: small
 
 test_commits:
-  - sha: ae1b9f66238f75ced3ced5e4485408435de10768
-    description: "Expose FunctionAuth in __all__"
-    changed_files: 3
-  - sha: b55d4635701d9dc22928ee647880c76b078ba3f2
-    description: "Upgrade Python type checker mypy"
-    changed_files: 4
+  - sha: 8e36f2bc685dfbe43cd7503bc1c422a6ed6e05a5
+    description: "Introduce new SSLContext API & escalate deprecations. (#3319)"
+    changed_files: 29
+  - sha: ee37a762ef6378ed16681a3452f494a5640d98de
+    description: "Reintroduce sync API. (#735)"
+    changed_files: 18
 
 entry_points:
   - "httpx/_client.py::Client"
diff --git a/code_review_graph/eval/configs/nextjs.yaml b/code_review_graph/eval/configs/nextjs.yaml
index ccb2eaaa..b0aa936d 100644
--- a/code_review_graph/eval/configs/nextjs.yaml
+++ b/code_review_graph/eval/configs/nextjs.yaml
@@ -1,25 +1,26 @@
 name: nextjs
-url: https://github.com/tirth8205/code-review-graph
+url: https://github.com/vercel/next.js
 commit: HEAD
-language: python
-size_category: medium
+language: typescript
+size_category: large
 
 test_commits:
-  - sha: 528801f841e519567ef54d6e52e9b9831d162e1b
-    description: "feat: add multi-platform MCP server installation support"
-    changed_files: 3
-  - sha: 84bde35459c52e1e0c4b25c6c4799743021e0fc7
-    description: "feat: add Google Antigravity platform support for MCP install"
-    changed_files: 2
+  - sha: d81d5ab7dfbd003bd6b26390b75ee93d43729020
+    description: "Proof of concept: task eviction after snapshot for turbo-tasks-backend (#91790)"
+    changed_files: 34
+  - sha: d86e19772824281969a6a619e7d91be43663f91d
+    description: "Support configuring a default instant validation level (#93301)"
+    changed_files: 266
 
 entry_points:
-  - "code_review_graph/cli.py::cli"
-  - "code_review_graph/main.py::main"
+  - "packages/next/src/server/next-server.ts::NextNodeServer"
+  - "packages/next/src/server/base-server.ts::Server"
+  - "packages/next/src/client/app-bootstrap.ts::appBootstrap"
 
 search_queries:
-  - query: "GraphStore nodes"
-    expected: "code_review_graph/graph.py::GraphStore"
-  - query: "parse AST"
-    expected: "code_review_graph/parser.py::CodeParser"
-  - query: "full build"
-    expected: "code_review_graph/incremental.py::full_build"
+  - query: "NextNodeServer"
+    expected: "packages/next/src/server/next-server.ts::NextNodeServer"
+  - query: "appBootstrap hydrate"
+    expected: "packages/next/src/client/app-bootstrap.ts::appBootstrap"
+  - query: "getRSCModuleInformation"
+    expected: "packages/next/src/build/analysis/get-page-static-info.ts::getRSCModuleInformation"