diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index e462822..e05dc61 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,5 +1,8 @@
-name: Publish to PyPI
+name: Publish to PyPI (manual tag)
 
+# Fallback for manual tag pushes. Primary publish path is in
+# release-please.yml which chains a publish job after creating a
+# GitHub Release (avoids GITHUB_TOKEN tag-trigger limitation).
 on:
   push:
     tags:
diff --git a/.github/workflows/release-please.yml b/.github/workflows/release-please.yml
index a1fe65c..79aba6b 100644
--- a/.github/workflows/release-please.yml
+++ b/.github/workflows/release-please.yml
@@ -12,6 +12,9 @@ jobs:
   release-please:
     name: Release Please
     runs-on: ubuntu-latest
+    outputs:
+      release_created: ${{ steps.release.outputs.release_created }}
+      tag_name: ${{ steps.release.outputs.tag_name }}
     steps:
       - uses: googleapis/release-please-action@v4
         id: release
@@ -19,3 +22,36 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
           config-file: release-please-config.json
           manifest-file: .release-please-manifest.json
+
+  publish:
+    name: Publish to PyPI
+    needs: release-please
+    if: ${{ needs.release-please.outputs.release_created == 'true' }}
+    runs-on: ubuntu-latest
+    environment:
+      name: pypi
+      url: https://pypi.org/project/dataforge-py/
+    permissions:
+      id-token: write
+      contents: read
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          ref: ${{ needs.release-please.outputs.tag_name }}
+
+      - uses: astral-sh/setup-uv@v7
+        with:
+          python-version: "3.13"
+
+      - name: Build package
+        run: uv build
+
+      - name: Upload distribution artifacts
+        uses: actions/upload-artifact@v7
+        with:
+          name: release-dist
+          path: dist/
+          retention-days: 30
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.gitignore b/.gitignore
index a1b6a99..9043473 100644
--- a/.gitignore
+++ b/.gitignore
@@ -29,7 +29,7 @@ coverage.xml
 .dmypy.json
 
 # Benchmark / profiling output
-benchmark_*.json
+*benchmark*.json
 *.prof
 *.pstats
 
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index 0ee8c01..2be9c43 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.3.0"
+  ".": "0.2.0"
 }
diff --git a/README.md b/README.md
index 2e81c8c..953cbd6 100644
--- a/README.md
+++ b/README.md
@@ -884,20 +884,18 @@ DataForge uses GitHub Actions for continuous integration and delivery:
 | **CI** | Push/PR to main | Commitlint + Ruff lint/format + pytest matrix (Python 3.12, 3.13) |
 | **Integrations** | Push/PR to main | Tests with optional deps (PyArrow, Polars, Pydantic, SQLAlchemy) |
 | **Benchmarks** | Push to main | Runs `benchmark.py --compare`, uploads results as artifact |
-| **Release** | Push to main | release-please creates/updates Release PR, auto-bumps version |
-| **Publish** | `v*.*.*` tag | Builds with `uv build`, publishes to PyPI via OIDC trusted publishing |
+| **Release** | Push to main | release-please creates/updates Release PR; on merge, publishes to PyPI |
 
 ### Release process
 
 1. All commits to `main` use [Conventional Commits](https://www.conventionalcommits.org/) format
 2. `release-please` automatically maintains a living Release PR that bundles changes
-3. Merging the Release PR creates a version tag (`v0.2.0`, etc.)
-4. The tag triggers the publish workflow, which pushes to PyPI with OIDC (no token needed)
+3. Merging the Release PR creates a bare numeric version tag (`0.3.0`, etc.) and a GitHub Release
+4. The publish job within the same workflow builds and pushes to PyPI via OIDC trusted publishing
 
 ### Setup requirements
 
-- **`RELEASE_TOKEN`** — GitHub PAT with `contents: write` permission (for release-please to push tags that trigger downstream workflows)
-- **`pypi` environment** — GitHub Environment with manual approval gate for PyPI publishing
+- **`pypi` environment** — GitHub Environment configured for PyPI OIDC trusted publishing
 
 ## Contributing
 
diff --git a/phase4_benchmark.json b/phase4_benchmark.json
deleted file mode 100644
index 244caf8..0000000
--- a/phase4_benchmark.json
+++ /dev/null
@@ -1,777 +0,0 @@
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diff --git a/phase5_benchmark.json b/phase5_benchmark.json
deleted file mode 100644
index cdd2dbc..0000000
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-  "scalar.internet.email()": 580807.7868593638,
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-  "scalar.logistics.freight_class()": 3797372.177224665,
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-  "scalar.logistics.package_type()": 3910832.96322792,
-  "scalar.logistics.shipping_method()": 3862495.2862809775,
-  "scalar.logistics.tracking_status()": 3825847.4314360833,
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-  "scalar.lorem.sentence()": 797479.9619564811,
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-  "scalar.medical.diagnosis()": 3806333.766345869,
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-  "scalar.medical.drug_name()": 4158176.9948534057,
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-  "scalar.misc.uuid7()": 900130.5222249158,
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-  "scalar.music.artist()": 3893171.3761708722,
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-  "scalar.network.hostname()": 1039252.5774053372,
-  "scalar.network.http_method()": 4002241.3616856323,
-  "scalar.network.http_status_code()": 2747177.267296403,
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-  "scalar.network.mac_address()": 1590305.4890876443,
-  "scalar.network.port()": 2295526.0236600786,
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-  "scalar.science.element_symbol()": 4117429.105623358,
-  "scalar.science.metric_prefix()": 3686092.3030287893,
-  "scalar.science.planet()": 3574875.7781552533,
-  "scalar.science.si_unit()": 4070666.8366976776,
-  "scalar.social_media.follower_count()": 1243641.8819789346,
-  "scalar.social_media.hashtag()": 3282455.2432482173,
-  "scalar.social_media.platform()": 3908998.45645718,
-  "scalar.social_media.post_type()": 4195686.855775218,
-  "scalar.social_media.reaction()": 3908082.026125295,
-  "scalar.social_media.username()": 1122410.0425600484,
-  "scalar.sports.athlete()": 1929831.3357255186,
-  "scalar.sports.league()": 4109814.2067550835,
-  "scalar.sports.position()": 4107450.8683690643,
-  "scalar.sports.score()": 1229588.8263735785,
-  "scalar.sports.sport()": 4180601.9139223574,
-  "scalar.sports.team()": 3931899.617243365,
-  "scalar.sports.venue()": 4176062.6808931963,
-  "scalar.text.buzzword()": 3938558.4747878066,
-  "scalar.text.headline()": 1817025.5302492105,
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-  "scalar.text.quote()": 1825283.8570687736,
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-  "scalar.weather.humidity()": 2387660.574036887,
-  "scalar.weather.temperature()": 1932255.1129737883,
-  "scalar.weather.wind_direction()": 3762085.723213932,
-  "scalar.weather.wind_speed()": 2268036.597253833,
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-  "schema.generate.10000": 397098.0074838613,
-  "schema.generate.100000": 387539.36902118975,
-  "schema.stream.100000": 399603.11432811985,
-  "schema.stream_csv.10000": 339581.63524421526,
-  "schema.stream_csv.100000": 344745.79812474677,
-  "schema.stream_jsonl.10000": 201985.11000988807,
-  "schema.stream_jsonl.100000": 203265.50094452957,
-  "schema.to_csv.10000": 217978.8998320177,
-  "schema.to_csv.100000": 217740.39898490772,
-  "startup.init_plus_first_field_us": 44.296199921518564,
-  "startup.init_us": 4.310999996960163
-}
\ No newline at end of file
diff --git a/release-please-config.json b/release-please-config.json
index 079b7aa..9c305a0 100644
--- a/release-please-config.json
+++ b/release-please-config.json
@@ -1,11 +1,16 @@
 {
   "$schema": "https://raw.githubusercontent.com/googleapis/release-please/main/schemas/config.json",
-  "release-type": "python",
-  "include-v-in-tag": false,
-  "changelog-path": "CHANGELOG.md",
-  "bump-minor-pre-major": true,
-  "bump-patch-for-minor-pre-major": false,
-  "extra-files": [
-    "src/dataforge/__init__.py"
-  ]
+  "packages": {
+    ".": {
+      "release-type": "python",
+      "include-v-in-tag": false,
+      "include-component-in-tag": false,
+      "changelog-path": "CHANGELOG.md",
+      "bump-minor-pre-major": true,
+      "bump-patch-for-minor-pre-major": false,
+      "extra-files": [
+        "src/dataforge/__init__.py"
+      ]
+    }
+  }
 }
diff --git a/uv.lock b/uv.lock
index a77d6c1..fb35328 100644
--- a/uv.lock
+++ b/uv.lock
@@ -13,7 +13,7 @@ wheels = [
 
 [[package]]
 name = "dataforge-py"
-version = "0.2.0"
+version = "0.3.0"
 source = { editable = "." }
 
 [package.dev-dependencies]