docs: remove --public flag references (public tools no longer supported)

Remove all references to --public visibility flag since public tools have been removed from the platform (crewai-plus#2380, ENG-1453). Tools are now organization-scoped (private) by default. Co-authored-by: Diego Nogues <diego@crewai.com>
docs: add Platform Tools CLI guide for crewai tool create/publish/install
2026-05-20 16:38:10 +00:00 · 2026-05-14 09:52:10 -03:00 · 2026-05-14 09:52:10 -03:00
50 changed files with 1565 additions and 3946 deletions
--- a/.github/workflows/build-uv-cache.yml
+++ b/.github/workflows/build-uv-cache.yml
@@ -26,7 +26,7 @@ jobs:
        uses: actions/checkout@v4

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: ${{ matrix.python-version }}
--- a/.github/workflows/generate-tool-specs.yml
+++ b/.github/workflows/generate-tool-specs.yml
@@ -22,10 +22,10 @@ jobs:
    steps:
      - name: Generate GitHub App token
        id: app-token
-        uses: actions/create-github-app-token@bcd2ba49218906704ab6c1aa796996da409d3eb1 # v3.2.0
+        uses: tibdex/github-app-token@v2
        with:
-          app-id: ${{ secrets.CREWAI_TOOL_SPECS_APP_ID }}
-          private-key: ${{ secrets.CREWAI_TOOL_SPECS_PRIVATE_KEY }}
+          app_id: ${{ secrets.CREWAI_TOOL_SPECS_APP_ID }}
+          private_key: ${{ secrets.CREWAI_TOOL_SPECS_PRIVATE_KEY }}

      - name: Checkout code
        uses: actions/checkout@v4
@@ -34,7 +34,7 @@ jobs:
          token: ${{ steps.app-token.outputs.token }}

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: "3.12"
--- a/.github/workflows/linter.yml
+++ b/.github/workflows/linter.yml
@@ -13,7 +13,7 @@ jobs:
      code: ${{ steps.filter.outputs.code }}
    steps:
      - uses: actions/checkout@v4
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: dorny/paths-filter@v3
        id: filter
        with:
          filters: |
@@ -41,7 +41,7 @@ jobs:
            uv-main-py3.11-

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: "3.11"
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -44,7 +44,7 @@ jobs:
      - uses: actions/checkout@v4

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: "3.12"
@@ -103,7 +103,7 @@ jobs:
      contents: read
    steps:
      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: "3.12"
--- a/.github/workflows/pr-size.yml
+++ b/.github/workflows/pr-size.yml
@@ -10,7 +10,7 @@ jobs:
    permissions:
      pull-requests: write
    steps:
-      - uses: codelytv/pr-size-labeler@095a41fca88b8764fd9e008ad269bcdb82bb38b9 # v1
+      - uses: codelytv/pr-size-labeler@v1
        with:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          xs_label: "size/XS"
--- a/.github/workflows/pr-title.yml
+++ b/.github/workflows/pr-title.yml
@@ -12,7 +12,7 @@ jobs:
  pr-title:
    runs-on: ubuntu-latest
    steps:
-      - uses: amannn/action-semantic-pull-request@e32d7e603df1aa1ba07e981f2a23455dee596825 # v5
+      - uses: amannn/action-semantic-pull-request@v5
        continue-on-error: true
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -34,7 +34,7 @@ jobs:
          python-version: "3.12"

      - name: Install uv
-        uses: astral-sh/setup-uv@38f3f104447c67c051c4a08e39b64a148898af3a # v4
+        uses: astral-sh/setup-uv@v4

      - name: Build packages
        run: |
@@ -63,7 +63,7 @@ jobs:
          ref: ${{ inputs.release_tag || github.ref }}

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: "3.12"
@@ -159,7 +159,7 @@ jobs:

      - name: Notify Slack
        if: success()
-        uses: slackapi/slack-github-action@b0fa283ad8fea605de13dc3f449259339835fc52 # v2.1.0
+        uses: slackapi/slack-github-action@v2.1.0
        with:
          webhook: ${{ secrets.SLACK_WEBHOOK_URL }}
          webhook-type: incoming-webhook
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -13,7 +13,7 @@ jobs:
      code: ${{ steps.filter.outputs.code }}
    steps:
      - uses: actions/checkout@v4
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: dorny/paths-filter@v3
        id: filter
        with:
          filters: |
@@ -51,7 +51,7 @@ jobs:
            uv-main-py${{ matrix.python-version }}-

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: ${{ matrix.python-version }}
--- a/.github/workflows/type-checker.yml
+++ b/.github/workflows/type-checker.yml
@@ -13,7 +13,7 @@ jobs:
      code: ${{ steps.filter.outputs.code }}
    steps:
      - uses: actions/checkout@v4
-      - uses: dorny/paths-filter@d1c1ffe0248fe513906c8e24db8ea791d46f8590 # v3
+      - uses: dorny/paths-filter@v3
        id: filter
        with:
          filters: |
@@ -48,7 +48,7 @@ jobs:
            uv-main-py${{ matrix.python-version }}-

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: ${{ matrix.python-version }}
--- a/.github/workflows/update-test-durations.yml
+++ b/.github/workflows/update-test-durations.yml
@@ -38,7 +38,7 @@ jobs:
            uv-main-py${{ matrix.python-version }}-

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: ${{ matrix.python-version }}
--- a/.github/workflows/vulnerability-scan.yml
+++ b/.github/workflows/vulnerability-scan.yml
@@ -31,7 +31,7 @@ jobs:
            uv-main-py3.11-

      - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6
+        uses: astral-sh/setup-uv@v6
        with:
          version: "0.11.3"
          python-version: "3.11"
@@ -46,39 +46,11 @@ jobs:
      - name: Run pip-audit
        run: |
          uv run pip-audit --desc --aliases --skip-editable --format json --output pip-audit-report.json \
-            --ignore-vuln PYSEC-2024-277 \
-            --ignore-vuln PYSEC-2026-89 \
-            --ignore-vuln PYSEC-2026-97 \
-            --ignore-vuln PYSEC-2025-148 \
-            --ignore-vuln PYSEC-2025-183 \
-            --ignore-vuln PYSEC-2025-189 \
-            --ignore-vuln PYSEC-2025-190 \
-            --ignore-vuln PYSEC-2025-191 \
-            --ignore-vuln PYSEC-2025-192 \
-            --ignore-vuln PYSEC-2025-193 \
-            --ignore-vuln PYSEC-2025-194 \
-            --ignore-vuln PYSEC-2025-195 \
-            --ignore-vuln PYSEC-2025-196 \
-            --ignore-vuln PYSEC-2025-197 \
-            --ignore-vuln PYSEC-2025-210 \
-            --ignore-vuln PYSEC-2026-139 \
-            --ignore-vuln PYSEC-2025-211 \
-            --ignore-vuln PYSEC-2025-212 \
-            --ignore-vuln PYSEC-2025-213 \
-            --ignore-vuln PYSEC-2025-214 \
-            --ignore-vuln PYSEC-2025-215 \
-            --ignore-vuln PYSEC-2025-216 \
-            --ignore-vuln PYSEC-2025-217 \
-            --ignore-vuln PYSEC-2025-218
+            --ignore-vuln CVE-2026-3219 \
+            --ignore-vuln GHSA-r374-rxx8-8654
        # Ignored CVEs:
-        #   PYSEC-2024-277      - joblib 1.5.3: disputed; NumpyArrayWrapper only used with trusted caches
-        #   PYSEC-2026-89       - markdown 3.10.2: DoS via malformed HTML; fix 3.8.1 — already past, advisory range is stale
-        #   PYSEC-2026-97       - nltk 3.9.4: arbitrary file read in filestring(); no fix available
-        #   PYSEC-2025-148      - onnx 1.21.0: path traversal in save_external_data; no fix available
-        #   PYSEC-2025-183      - pyjwt 2.12.1: disputed weak-encryption claim; key length is application-chosen
-        #   PYSEC-2025-189..197 - torch 2.11.0: memory-corruption/DoS in functions only reachable via untrusted models; no fix available
-        #   PYSEC-2025-210, PYSEC-2026-139 - torch 2.11.0: profiler/deserialization issues; no fix available
-        #   PYSEC-2025-211..218 - transformers 5.5.4: deserialization/code injection via malicious model checkpoints; no fix available
+        #   CVE-2026-3219      - pip 26.0.1 (GHSA-58qw-9mgm-455v): no fix available, archive handling issue
+        #   GHSA-r374-rxx8-8654 - paramiko 4.0.0 (SHA-1 in rsakey.py): no fix available; transitive via composio-core
        continue-on-error: true

      - name: Display results
--- a/docs/ar/changelog.mdx
+++ b/docs/ar/changelog.mdx
@@ -4,86 +4,6 @@ description: "تحديثات المنتج والتحسينات وإصلاحات
 icon: "clock"
 mode: "wide"
 ---
-<Update label="19 مايو 2026">
-  ## v1.14.5
-
-  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5)
-
-  ## ما الذي تغير
-
-  ### الميزات
-  - إلغاء استخدام `CrewAgentExecutor`، وتعيين وكلاء الطاقم الافتراضيين إلى `AgentExecutor`
-  - تحسين أدوات صندوق الرمل Daytona
-  - إضافة معلمة بدء `restore_from_state_id`
-  - إضافة تسليط الضوء على `ExaSearchTool`، وإعادة تسميته من `EXASearchTool`
-
-  ### إصلاحات الأخطاء
-  - إصلاح تسرب الذاكرة في `git.py` باستخدام `cached_property`
-  - عرض استدعاءات الأدوات المتدفقة عندما تكون `available_functions` غائبة
-  - ضمان تحميل أحداث `skills` للتتبع
-  - تصحيح مسار نقطة النهاية للحالة من `/{kickoff_id}/status` إلى `/status/{kickoff_id}`
-  - استعادة كتلة الشيفرة المفقودة في دليل التدفق الأول للغة البرتغالية (pt-BR)
-  - منع `result_as_answer` من إرجاع رسائل الخطأ أو الكتل المرتبطة كإجابة نهائية
-  - الحفاظ على مخرجات المهام عبر تفريغ الدفعات غير المتزامنة
-  - دائمًا استعادة `task.output_pydantic` في كتلة finally
-  - التعامل مع إدخال `BaseModel` في `convert_to_model`
-
-  ### الوثائق
-  - تحديث سجل التغييرات والإصدار لـ v1.14.5
-  - إضافة دليل ترقية OSS و انتقال الطاقم إلى التدفق
-  - توثيق متغيرات البيئة الإضافية لأدوات المطور
-  - إضافة وثائق لـ `TavilyGetResearch`
-
-  ### إعادة الهيكلة
-  - استخراج واجهة سطر الأوامر إلى حزمة مستقلة `crewai-cli`
-
-  ## المساهمون
-
-  @NIK-TIGER-BILL, @akaKuruma, @cgoeppinger, @github-actions[bot], @greysonlalonde, @heitorado, @irfaan101, @iris-clawd, @lorenzejay, @manisrinivasan2k1, @minasami-pr, @mislavivanda, @theCyberTech, @theishangoswami, @wishhyt
-
-</Update>
-
-<Update label="18 مايو 2026">
-  ## v1.14.5a7
-
-  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a7)
-
-  ## ما الذي تغير
-
-  ### الوثائق
-  - تحديث سجل التغييرات والإصدار لـ v1.14.5a6
-
-  ### تغييرات كسرية
-  - إلغاء حقل function_calling_llm
-
-  ## المساهمون
-
-  @greysonlalonde, @heitorado
-
-</Update>
-
-<Update label="15 مايو 2026">
-  ## v1.14.5a6
-
-  [عرض الإصدار على GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a6)
-
-  ## ما الذي تغير
-
-  ### إصلاحات الأخطاء
-  - إصلاح استدعاءات الأدوات المتدفقة عندما تكون available_functions غائبة
-  - رفع اعتماد langsmith إلى الإصدار >=0.8.0 لمعالجة GHSA-3644-q5cj-c5c7
-  - حل مشاكل الأماكن الشاغرة لكتل التعليمات البرمجية غير المترجمة في وثائق البرتغالية البرازيلية
-
-  ### الوثائق
-  - إضافة وثائق لـ TavilyGetResearch
-  - تحديث سجل التغييرات والإصدار لـ v1.14.5a5
-
-  ## المساهمون
-
-  @greysonlalonde, @heitorado, @iris-clawd, @lorenzejay, @manisrinivasan2k1
-
-</Update>
-
 <Update label="13 مايو 2026">
  ## v1.14.5a5

--- a/docs/ar/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/ar/enterprise/guides/enable-crew-studio.mdx
@@ -146,6 +146,7 @@ Crew Studio هو طريقة مبتكرة لإنشاء طواقم وكلاء ال

  </Step>

+{" "}
 <Step title="الإجابة على الأسئلة">
  أجب على أسئلة التوضيح من مساعد الطاقم لتنقيح
  متطلباتك.
@@ -160,10 +161,12 @@ Crew Studio هو طريقة مبتكرة لإنشاء طواقم وكلاء ال

  </Step>

+{" "}
 <Step title="الموافقة أو التعديل">
  وافق على الخطة أو اطلب تغييرات إذا لزم الأمر.
 </Step>

+{" "}
 <Step title="التنزيل أو النشر">
  نزّل الكود للتخصيص أو انشر مباشرة على المنصة.
 </Step>
--- a/docs/ar/learn/llm-selection-guide.mdx
+++ b/docs/ar/learn/llm-selection-guide.mdx
@@ -802,6 +802,7 @@ The tables below show a representative sample of current top-performing models a
    Begin with well-established models like **GPT-4.1**, **Claude 3.7 Sonnet**, or **Gemini 2.0 Flash** that offer good performance across multiple dimensions and have extensive real-world validation.
  </Step>

+{" "}
 <Step title="Identify Specialized Needs">
  Determine if your crew has specific requirements (coding, reasoning, speed)
  that would benefit from specialized models like **Claude 4 Sonnet** for
@@ -809,6 +810,7 @@ The tables below show a representative sample of current top-performing models a
  consider fast inference providers like **Groq** alongside model selection.
 </Step>

+{" "}
 <Step title="Implement Multi-Model Strategy">
  Use different models for different agents based on their roles.
  High-capability models for managers and complex tasks, efficient models for
--- a/docs/docs.json
+++ b/docs/docs.json
--- a/docs/en/changelog.mdx
+++ b/docs/en/changelog.mdx
@@ -4,86 +4,6 @@ description: "Product updates, improvements, and bug fixes for CrewAI"
 icon: "clock"
 mode: "wide"
 ---
-<Update label="May 19, 2026">
-  ## v1.14.5
-
-  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5)
-
-  ## What's Changed
-
-  ### Features
-  - Deprecate `CrewAgentExecutor`, default Crew agents to `AgentExecutor`
-  - Improve Daytona sandbox tools
-  - Add `restore_from_state_id` kickoff parameter
-  - Add highlights to `ExaSearchTool`, rename from `EXASearchTool`
-
-  ### Bug Fixes
-  - Fix memory leak in `git.py` by using `cached_property`
-  - Surface streamed tool calls when `available_functions` is absent
-  - Ensure `skills` loading events for traces
-  - Correct status endpoint path from `/{kickoff_id}/status` to `/status/{kickoff_id}`
-  - Restore missing code block in pt-BR first-flow guide
-  - Prevent `result_as_answer` from returning hook-block or error messages as final answer
-  - Preserve task outputs across async batch flush
-  - Always restore `task.output_pydantic` in finally block
-  - Handle `BaseModel` input in `convert_to_model`
-
-  ### Documentation
-  - Update changelog and version for v1.14.5
-  - Add OSS upgrade & crew-to-flow migration guide
-  - Document additional env vars for devtools
-  - Add docs for `TavilyGetResearch`
-
-  ### Refactoring
-  - Extract CLI into standalone `crewai-cli` package
-
-  ## Contributors
-
-  @NIK-TIGER-BILL, @akaKuruma, @cgoeppinger, @github-actions[bot], @greysonlalonde, @heitorado, @irfaan101, @iris-clawd, @lorenzejay, @manisrinivasan2k1, @minasami-pr, @mislavivanda, @theCyberTech, @theishangoswami, @wishhyt
-
-</Update>
-
-<Update label="May 18, 2026">
-  ## v1.14.5a7
-
-  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a7)
-
-  ## What's Changed
-
-  ### Documentation
-  - Update changelog and version for v1.14.5a6
-
-  ### Breaking Changes
-  - Deprecate function_calling_llm field
-
-  ## Contributors
-
-  @greysonlalonde, @heitorado
-
-</Update>
-
-<Update label="May 15, 2026">
-  ## v1.14.5a6
-
-  [View release on GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a6)
-
-  ## What's Changed
-
-  ### Bug Fixes
-  - Fix streamed tool calls when available_functions is absent
-  - Bump langsmith dependency to version >=0.8.0 to address GHSA-3644-q5cj-c5c7
-  - Resolve untranslated code block placeholders in Brazilian Portuguese documentation
-
-  ### Documentation
-  - Add documentation for TavilyGetResearch
-  - Update changelog and version for v1.14.5a5
-
-  ## Contributors
-
-  @greysonlalonde, @heitorado, @iris-clawd, @lorenzejay, @manisrinivasan2k1
-
-</Update>
-
 <Update label="May 13, 2026">
  ## v1.14.5a5

--- a/docs/en/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/en/enterprise/guides/enable-crew-studio.mdx
@@ -146,6 +146,7 @@ Here's a typical workflow for creating a crew with Crew Studio:

  </Step>

+{" "}
 <Step title="Answer Questions">
  Respond to clarifying questions from the Crew Assistant to refine your
  requirements.
@@ -160,10 +161,12 @@ Here's a typical workflow for creating a crew with Crew Studio:

  </Step>

+{" "}
 <Step title="Approve or Modify">
  Approve the plan or request changes if necessary.
 </Step>

+{" "}
 <Step title="Download or Deploy">
  Download the code for customization or deploy directly to the platform.
 </Step>
--- a/docs/en/guides/tools/platform-tools-cli.mdx
+++ b/docs/en/guides/tools/platform-tools-cli.mdx
@@ -0,0 +1,131 @@
+---
+title: Platform Tools CLI
+description: Create, publish, and install custom tools on the CrewAI platform using the CLI.
+icon: terminal
+mode: "wide"
+---
+
+## Overview
+
+The CrewAI CLI provides commands to manage custom tools on the **CrewAI platform** — a hosted tool registry that lets you share tools within your organization without publishing to PyPI.
+
+| Command | Purpose |
+|---------|---------|
+| `crewai tool create <handle>` | Scaffold a new tool project |
+| `crewai tool publish` | Publish the tool to the CrewAI platform |
+| `crewai tool install <handle>` | Install a platform tool into your crew project |
+
+<Note type="info" title="Platform vs PyPI">
+  These commands manage tools on the **CrewAI platform registry**. If you want to publish a standalone Python package to PyPI instead, see the [Publish Custom Tools to PyPI](/en/guides/tools/publish-custom-tools) guide.
+</Note>
+
+## Prerequisites
+
+- **CrewAI CLI** installed (`pip install crewai`)
+- **Authenticated** with the platform — run `crewai login` first
+
+---
+
+## Step 1: Create a Tool Project
+
+Scaffold a new tool project:
+
+```bash
+crewai tool create my_custom_tool
+```
+
+This generates a project structure with the boilerplate you need to start building your tool.
+
+<Tip>
+  The `handle` is the unique identifier for your tool on the platform. Choose something descriptive and specific to what the tool does.
+</Tip>
+
+### Implement Your Tool
+
+Edit the generated tool file to add your logic. The tool follows the standard CrewAI tools contract — you can subclass `BaseTool` or use the `@tool` decorator:
+
+```python
+from crewai.tools import BaseTool
+
+class MyCustomTool(BaseTool):
+    name: str = "My Custom Tool"
+    description: str = "Description of what this tool does — be specific so agents know when to use it."
+
+    def _run(self, argument: str) -> str:
+        # Your tool logic here
+        return "result"
+```
+
+For the full tools API reference (input schemas, caching, async support, error handling), see the [Create Custom Tools](/en/learn/create-custom-tools) guide.
+
+---
+
+## Step 2: Publish to the Platform
+
+From your tool project directory, publish it to the CrewAI platform:
+
+```bash
+crewai tool publish
+```
+
+### Options
+
+| Flag | Description |
+|------|-------------|
+| `--force` | Bypass Git remote validations |
+
+Tools are published privately to your organization by default.
+
+---
+
+## Step 3: Install a Platform Tool
+
+To install a tool that's been published to the platform:
+
+```bash
+crewai tool install my_custom_tool
+```
+
+Once installed, you can use the tool in your crew like any other tool — assign it to an agent via the `tools` parameter.
+
+---
+
+## Full Lifecycle Example
+
+```bash
+# 1. Authenticate with the platform
+crewai login
+
+# 2. Scaffold a new tool
+crewai tool create weather_lookup
+
+# 3. Implement your logic in the generated project
+cd weather_lookup
+# ... edit the tool file ...
+
+# 4. Publish to the platform
+crewai tool publish
+
+# 5. In another project, install and use it
+crewai tool install weather_lookup
+```
+
+---
+
+## Platform Tools vs PyPI Packages
+
+| | Platform Tools | PyPI Packages |
+|---|---|---|
+| **Publish** | `crewai tool publish` | `uv build` + `uv publish` |
+| **Registry** | CrewAI platform | PyPI |
+| **Install** | `crewai tool install <handle>` | `pip install <package>` |
+| **Auth** | `crewai login` | PyPI account + token |
+| **Visibility** | Organization-scoped (private) | Always public |
+| **Guide** | This page | [Publish Custom Tools](/en/guides/tools/publish-custom-tools) |
+
+---
+
+## Related
+
+- [Create Custom Tools](/en/learn/create-custom-tools) — Python API reference for building tools (BaseTool, @tool decorator)
+- [Publish Custom Tools to PyPI](/en/guides/tools/publish-custom-tools) — package and distribute tools as standalone Python libraries
--- a/docs/en/learn/create-custom-tools.mdx
+++ b/docs/en/learn/create-custom-tools.mdx
@@ -12,7 +12,9 @@ incorporating the latest functionalities such as tool delegation, error handling
 enabling agents to perform a wide range of actions.

 <Tip>
-  **Want to publish your tool for the community?** If you're building a tool that others could benefit from, check out the [Publish Custom Tools](/en/guides/tools/publish-custom-tools) guide to learn how to package and distribute your tool on PyPI.
+  **Want to publish your tool to the CrewAI platform?** Use the CLI to scaffold, publish, and share tools directly on the platform — see the [Platform Tools CLI](/en/guides/tools/platform-tools-cli) guide.
+
+  **Prefer publishing to PyPI?** Check out the [Publish Custom Tools](/en/guides/tools/publish-custom-tools) guide to package and distribute your tool as a standalone Python library.
 </Tip>

 ### Subclassing `BaseTool`
--- a/docs/en/learn/llm-selection-guide.mdx
+++ b/docs/en/learn/llm-selection-guide.mdx
@@ -805,6 +805,7 @@ The tables below show a representative sample of current top-performing models a
    Begin with well-established models like **GPT-4.1**, **Claude 3.7 Sonnet**, or **Gemini 2.0 Flash** that offer good performance across multiple dimensions and have extensive real-world validation.
  </Step>

+{" "}
 <Step title="Identify Specialized Needs">
  Determine if your crew has specific requirements (coding, reasoning, speed)
  that would benefit from specialized models like **Claude 4 Sonnet** for
@@ -812,6 +813,7 @@ The tables below show a representative sample of current top-performing models a
  consider fast inference providers like **Groq** alongside model selection.
 </Step>

+{" "}
 <Step title="Implement Multi-Model Strategy">
  Use different models for different agents based on their roles.
  High-capability models for managers and complex tasks, efficient models for
--- a/docs/ko/changelog.mdx
+++ b/docs/ko/changelog.mdx
@@ -4,86 +4,6 @@ description: "CrewAI의 제품 업데이트, 개선 사항 및 버그 수정"
 icon: "clock"
 mode: "wide"
 ---
-<Update label="2026년 5월 19일">
-  ## v1.14.5
-
-  [GitHub 릴리스 보기](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5)
-
-  ## 변경 사항
-
-  ### 기능
-  - `CrewAgentExecutor` 사용 중단, 기본 Crew 에이전트를 `AgentExecutor`로 설정
-  - Daytona 샌드박스 도구 개선
-  - `restore_from_state_id` 시작 매개변수 추가
-  - `ExaSearchTool`에 하이라이트 추가, 이름을 `EXASearchTool`에서 변경
-
-  ### 버그 수정
-  - `git.py`에서 `cached_property`를 사용하여 메모리 누수 수정
-  - `available_functions`가 없을 때 스트리밍 도구 호출 표시
-  - 추적을 위한 `skills` 로딩 이벤트 보장
-  - 상태 엔드포인트 경로를 `/{kickoff_id}/status`에서 `/status/{kickoff_id}`로 수정
-  - pt-BR 첫 흐름 가이드에서 누락된 코드 블록 복원
-  - `result_as_answer`가 후크 블록이나 오류 메시지를 최종 답변으로 반환하지 않도록 방지
-  - 비동기 배치 플러시 간 작업 출력 보존
-  - 항상 finally 블록에서 `task.output_pydantic` 복원
-  - `convert_to_model`에서 `BaseModel` 입력 처리
-
-  ### 문서화
-  - v1.14.5에 대한 변경 로그 및 버전 업데이트
-  - OSS 업그레이드 및 Crew-투-흐름 마이그레이션 가이드 추가
-  - 개발 도구를 위한 추가 환경 변수 문서화
-  - `TavilyGetResearch`에 대한 문서 추가
-
-  ### 리팩토링
-  - CLI를 독립형 `crewai-cli` 패키지로 추출
-
-  ## 기여자
-
-  @NIK-TIGER-BILL, @akaKuruma, @cgoeppinger, @github-actions[bot], @greysonlalonde, @heitorado, @irfaan101, @iris-clawd, @lorenzejay, @manisrinivasan2k1, @minasami-pr, @mislavivanda, @theCyberTech, @theishangoswami, @wishhyt
-
-</Update>
-
-<Update label="2026년 5월 18일">
-  ## v1.14.5a7
-
-  [GitHub 릴리스 보기](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a7)
-
-  ## 변경 사항
-
-  ### 문서
-  - v1.14.5a6의 변경 로그 및 버전 업데이트
-
-  ### 주요 변경 사항
-  - function_calling_llm 필드 사용 중단
-
-  ## 기여자
-
-  @greysonlalonde, @heitorado
-
-</Update>
-
-<Update label="2026년 5월 15일">
-  ## v1.14.5a6
-
-  [GitHub 릴리스 보기](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a6)
-
-  ## 변경 사항
-
-  ### 버그 수정
-  - available_functions가 없을 때 스트리밍 도구 호출 수정
-  - GHSA-3644-q5cj-c5c7 문제를 해결하기 위해 langsmith 의존성을 버전 >=0.8.0으로 업데이트
-  - 브라질 포르투갈어 문서에서 번역되지 않은 코드 블록 자리 표시자 해결
-
-  ### 문서
-  - TavilyGetResearch에 대한 문서 추가
-  - v1.14.5a5에 대한 변경 로그 및 버전 업데이트
-
-  ## 기여자
-
-  @greysonlalonde, @heitorado, @iris-clawd, @lorenzejay, @manisrinivasan2k1
-
-</Update>
-
 <Update label="2026년 5월 13일">
  ## v1.14.5a5

--- a/docs/ko/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/ko/enterprise/guides/enable-crew-studio.mdx
@@ -145,6 +145,7 @@ LLM 연결과 기본 설정을 구성했다면 이제 Crew Studio 사용을 시

  </Step>

+{" "}
 <Step title="질문에 답하기">
  crew assistant가 요구 사항을 구체화할 수 있도록 하는 추가 질문에 답변하세요.
 </Step>
@@ -158,10 +159,12 @@ LLM 연결과 기본 설정을 구성했다면 이제 Crew Studio 사용을 시

  </Step>

+{" "}
 <Step title="승인 또는 수정">
  계획을 승인하거나 필요하다면 변경을 요청하세요.
 </Step>

+{" "}
 <Step title="다운로드 또는 배포">
  사용자화를 위해 코드를 다운로드하거나 플랫폼에 직접 배포하세요.
 </Step>
--- a/docs/ko/learn/llm-selection-guide.mdx
+++ b/docs/ko/learn/llm-selection-guide.mdx
@@ -797,6 +797,7 @@ LLM 선택을 최적화하고자 하는 팀을 위해 **CrewAI AMP 플랫폼**
    여러 차원에서 우수한 성능을 제공하며 실제 환경에서 광범위하게 검증된 **GPT-4.1**, **Claude 3.7 Sonnet**, **Gemini 2.0 Flash**와 같은 잘 알려진 모델부터 시작하십시오.
  </Step>

+{" "}
 <Step title="특화된 요구 사항 식별">
  crew에 코드 작성, reasoning, 속도 등 특정 요구가 있는지 확인하고, 이러한
  요구에 부합하는 **Claude 4 Sonnet**(개발용) 또는 **o3**(복잡한 분석용)과 같은
@@ -804,6 +805,7 @@ LLM 선택을 최적화하고자 하는 팀을 위해 **CrewAI AMP 플랫폼**
  더불어 **Groq**와 같은 빠른 추론 제공자를 고려할 수 있습니다.
 </Step>

+{" "}
 <Step title="다중 모델 전략 구현">
  각 에이전트의 역할에 따라 다양한 모델을 사용하세요. 관리자와 복잡한 작업에는
  고성능 모델을, 일상적 운영에는 효율적인 모델을 적용합니다.
--- a/docs/pt-BR/changelog.mdx
+++ b/docs/pt-BR/changelog.mdx
@@ -4,86 +4,6 @@ description: "Atualizações de produto, melhorias e correções do CrewAI"
 icon: "clock"
 mode: "wide"
 ---
-<Update label="19 mai 2026">
-  ## v1.14.5
-
-  [Ver release no GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5)
-
-  ## O que Mudou
-
-  ### Recursos
-  - Deprecar `CrewAgentExecutor`, definir agentes Crew como `AgentExecutor`
-  - Melhorar ferramentas do sandbox Daytona
-  - Adicionar parâmetro de início `restore_from_state_id`
-  - Adicionar destaques ao `ExaSearchTool`, renomeando de `EXASearchTool`
-
-  ### Correções de Bugs
-  - Corrigir vazamento de memória em `git.py` usando `cached_property`
-  - Exibir chamadas de ferramentas transmitidas quando `available_functions` está ausente
-  - Garantir eventos de carregamento de `skills` para rastros
-  - Corrigir caminho do endpoint de status de `/{kickoff_id}/status` para `/status/{kickoff_id}`
-  - Restaurar bloco de código ausente no guia de primeiro fluxo em pt-BR
-  - Impedir que `result_as_answer` retorne mensagens de bloqueio de hook ou de erro como resposta final
-  - Preservar saídas de tarefas durante o descarregamento assíncrono em lote
-  - Sempre restaurar `task.output_pydantic` no bloco finally
-  - Lidar com entrada de `BaseModel` em `convert_to_model`
-
-  ### Documentação
-  - Atualizar changelog e versão para v1.14.5
-  - Adicionar guia de migração de atualização OSS & crew-to-flow
-  - Documentar variáveis de ambiente adicionais para devtools
-  - Adicionar documentação para `TavilyGetResearch`
-
-  ### Refatoração
-  - Extrair CLI para o pacote autônomo `crewai-cli`
-
-  ## Contribuidores
-
-  @NIK-TIGER-BILL, @akaKuruma, @cgoeppinger, @github-actions[bot], @greysonlalonde, @heitorado, @irfaan101, @iris-clawd, @lorenzejay, @manisrinivasan2k1, @minasami-pr, @mislavivanda, @theCyberTech, @theishangoswami, @wishhyt
-
-</Update>
-
-<Update label="18 mai 2026">
-  ## v1.14.5a7
-
-  [Ver release no GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a7)
-
-  ## O que Mudou
-
-  ### Documentação
-  - Atualizar changelog e versão para v1.14.5a6
-
-  ### Mudanças Quebradoras
-  - Depreciar o campo function_calling_llm
-
-  ## Contributors
-
-  @greysonlalonde, @heitorado
-
-</Update>
-
-<Update label="15 mai 2026">
-  ## v1.14.5a6
-
-  [Ver release no GitHub](https://github.com/crewAIInc/crewAI/releases/tag/1.14.5a6)
-
-  ## O que mudou
-
-  ### Correções de Bugs
-  - Corrigir chamadas de ferramentas transmitidas quando available_functions está ausente
-  - Atualizar a dependência langsmith para a versão >=0.8.0 para resolver GHSA-3644-q5cj-c5c7
-  - Resolver espaços reservados de blocos de código não traduzidos na documentação em português brasileiro
-
-  ### Documentação
-  - Adicionar documentação para TavilyGetResearch
-  - Atualizar changelog e versão para v1.14.5a5
-
-  ## Contributors
-
-  @greysonlalonde, @heitorado, @iris-clawd, @lorenzejay, @manisrinivasan2k1
-
-</Update>
-
 <Update label="13 mai 2026">
  ## v1.14.5a5

--- a/docs/pt-BR/enterprise/guides/enable-crew-studio.mdx
+++ b/docs/pt-BR/enterprise/guides/enable-crew-studio.mdx
@@ -146,6 +146,7 @@ Veja um fluxo de trabalho típico para criação de um crew com o Crew Studio:

  </Step>

+{" "}
 <Step title="Responder Perguntas">
  Responda às perguntas de esclarecimento do Crew Assistant para refinar seus
  requisitos.
@@ -160,10 +161,12 @@ Veja um fluxo de trabalho típico para criação de um crew com o Crew Studio:

  </Step>

+{" "}
 <Step title="Aprovar ou Modificar">
  Aprove o plano ou solicite alterações, se necessário.
 </Step>

+{" "}
 <Step title="Baixar ou Fazer Deploy">
  Baixe o código para personalização ou faça o deploy diretamente na plataforma.
 </Step>
--- a/docs/pt-BR/learn/llm-selection-guide.mdx
+++ b/docs/pt-BR/learn/llm-selection-guide.mdx
@@ -797,6 +797,7 @@ As tabelas abaixo mostram uma amostra dos modelos de maior destaque em cada cate
    Inicie com opções consagradas como **GPT-4.1**, **Claude 3.7 Sonnet** ou **Gemini 2.0 Flash**, que oferecem bom desempenho e ampla validação.
  </Step>

+{" "}
 <Step title="Identifique Demandas Especializadas">
  Descubra se sua crew possui requisitos específicos (código, raciocínio,
  velocidade) que justifiquem modelos como **Claude 4 Sonnet** para
@@ -804,6 +805,7 @@ As tabelas abaixo mostram uma amostra dos modelos de maior destaque em cada cate
  velocidade, considere Groq aliado à seleção do modelo.
 </Step>

+{" "}
 <Step title="Implemente Estratégia Multi-Modelo">
  Use modelos diferentes para agentes distintos conforme o papel. Modelos de
  alta capacidade para managers e tarefas complexas, eficientes para rotinas.
--- a/lib/cli/pyproject.toml
+++ b/lib/cli/pyproject.toml
@@ -8,7 +8,7 @@ authors = [
 ]
 requires-python = ">=3.10, <3.14"
 dependencies = [
-    "crewai-core==1.14.5",
+    "crewai-core==1.14.5a5",
    "click~=8.1.7",
    "pydantic>=2.11.9,<2.13",
    "pydantic-settings~=2.10.1",
--- a/lib/cli/src/crewai_cli/init.py
+++ b/lib/cli/src/crewai_cli/init.py
@@ -1 +1 @@
-__version__ = "1.14.5"
+__version__ = "1.14.5a5"
--- a/lib/cli/src/crewai_cli/deploy/main.py
+++ b/lib/cli/src/crewai_cli/deploy/main.py
@@ -1,6 +1,5 @@
 from typing import Any

-from crewai_core.plus_api import CreateCrewPayload
 from rich.console import Console

 from crewai_cli import git
@@ -162,7 +161,7 @@ class DeployCommand(BaseCommand, PlusAPIMixin):
        self,
        env_vars: dict[str, str],
        remote_repo_url: str,
-    ) -> CreateCrewPayload:
+    ) -> dict[str, Any]:
        """
        Create the payload for crew creation.

@@ -173,8 +172,6 @@ class DeployCommand(BaseCommand, PlusAPIMixin):
        Returns:
            Dict[str, Any]: The payload for crew creation.
        """
-        if not self.project_name:
-            raise ValueError("project_name is required to create a deployment payload")
        return {
            "deploy": {
                "name": self.project_name,
--- a/lib/cli/src/crewai_cli/git.py
+++ b/lib/cli/src/crewai_cli/git.py
@@ -1,4 +1,4 @@
-from functools import cached_property
+from functools import lru_cache
 import subprocess


@@ -9,7 +9,7 @@ class Repository:
        if not self.is_git_installed():
            raise ValueError("Git is not installed or not found in your PATH.")

-        if not self.is_git_repo:
+        if not self.is_git_repo():
            raise ValueError(f"{self.path} is not a Git repository.")

        self.fetch()
@@ -40,9 +40,13 @@ class Repository:
            encoding="utf-8",
        ).strip()

-    @cached_property  # noqa: B019
+    @lru_cache(maxsize=None)  # noqa: B019
    def is_git_repo(self) -> bool:
-        """Check if the current directory is a git repository."""
+        """Check if the current directory is a git repository.
+
+        Notes:
+          - TODO: This method is cached to avoid redundant checks, but using lru_cache on methods can lead to memory leaks
+        """
        try:
            subprocess.check_output(
                ["git", "rev-parse", "--is-inside-work-tree"],  # noqa: S607
--- a/lib/crewai-core/src/crewai_core/init.py
+++ b/lib/crewai-core/src/crewai_core/init.py
@@ -1 +1 @@
-__version__ = "1.14.5"
+__version__ = "1.14.5a5"
--- a/lib/crewai-core/src/crewai_core/plus_api.py
+++ b/lib/crewai-core/src/crewai_core/plus_api.py
@@ -3,161 +3,36 @@
 from __future__ import annotations

 import os
-from typing import Any, Final, Literal, TypedDict, cast
+from typing import Any
 from urllib.parse import urljoin

 import httpx
-from typing_extensions import NotRequired

 from crewai_core.constants import DEFAULT_CREWAI_ENTERPRISE_URL
 from crewai_core.settings import Settings
 from crewai_core.version import get_crewai_version


-HttpMethod = Literal["GET", "POST", "PATCH", "DELETE"]
-
-
-class AvailableExport(TypedDict):
-    name: str
-
-
-class EnvVarEntry(TypedDict):
-    name: str
-    description: str
-    required: bool
-    default: str | None
-
-
-class ToolMetadata(TypedDict):
-    name: str
-    module: str
-    humanized_name: str
-    description: str
-    run_params_schema: dict[str, Any]
-    init_params_schema: dict[str, Any]
-    env_vars: list[EnvVarEntry]
-
-
-class ToolsMetadataPayload(TypedDict):
-    package: str
-    tools: list[ToolMetadata] | None
-
-
-class PublishToolPayload(TypedDict):
-    handle: str
-    public: bool
-    version: str
-    file: str
-    description: str | None
-    available_exports: list[AvailableExport] | None
-    tools_metadata: ToolsMetadataPayload | None
-
-
-class CrewDeploymentSpec(TypedDict):
-    name: str
-    repo_clone_url: str
-    env: dict[str, str]
-
-
-class CreateCrewPayload(TypedDict):
-    deploy: CrewDeploymentSpec
-
-
-class _WithUserIdentifier(TypedDict):
-    user_identifier: NotRequired[str]
-
-
-class LoginPayload(_WithUserIdentifier):
-    pass
-
-
-class TraceExecutionContext(TypedDict):
-    crew_fingerprint: str | None
-    crew_name: str | None
-    flow_name: str | None
-    crewai_version: str
-    privacy_level: str
-
-
-class TraceExecutionMetadata(TypedDict):
-    expected_duration_estimate: int
-    agent_count: int
-    task_count: int
-    flow_method_count: int
-    execution_started_at: str
-
-
-class TraceBatchInitPayload(_WithUserIdentifier):
-    trace_id: str
-    execution_type: str
-    execution_context: TraceExecutionContext
-    execution_metadata: TraceExecutionMetadata
-    ephemeral_trace_id: NotRequired[str]
-
-
-class TraceBatchMetadata(TypedDict):
-    events_count: int
-    batch_sequence: int
-    is_final_batch: bool
-
-
-class TraceEventsPayload(TypedDict):
-    events: list[dict[str, Any]]
-    batch_metadata: TraceBatchMetadata
-
-
-class TraceFinalizePayload(TypedDict):
-    status: Literal["completed"]
-    duration_ms: float | None
-    final_event_count: int
-
-
-class TraceFailedPayload(TypedDict):
-    status: Literal["failed"]
-    failure_reason: str
-
-
-Headers = TypedDict(
-    "Headers",
-    {
-        "Content-Type": str,
-        "User-Agent": str,
-        "X-Crewai-Version": str,
-        "Authorization": NotRequired[str],
-        "X-Crewai-Organization-Id": NotRequired[str],
-    },
-)
-
-
-class RequestKwargs(TypedDict):
-    headers: dict[str, str]
-    json: NotRequired[Any]
-    params: NotRequired[dict[str, str]]
-    timeout: NotRequired[float]
-
-
 class PlusAPI:
    """Client for working with the CrewAI+ API."""

-    TOOLS_RESOURCE: Final = "/crewai_plus/api/v1/tools"
-    ORGANIZATIONS_RESOURCE: Final = "/crewai_plus/api/v1/me/organizations"
-    CREWS_RESOURCE: Final = "/crewai_plus/api/v1/crews"
-    AGENTS_RESOURCE: Final = "/crewai_plus/api/v1/agents"
-    TRACING_RESOURCE: Final = "/crewai_plus/api/v1/tracing"
-    EPHEMERAL_TRACING_RESOURCE: Final = "/crewai_plus/api/v1/tracing/ephemeral"
-    INTEGRATIONS_RESOURCE: Final = "/crewai_plus/api/v1/integrations"
+    TOOLS_RESOURCE = "/crewai_plus/api/v1/tools"
+    ORGANIZATIONS_RESOURCE = "/crewai_plus/api/v1/me/organizations"
+    CREWS_RESOURCE = "/crewai_plus/api/v1/crews"
+    AGENTS_RESOURCE = "/crewai_plus/api/v1/agents"
+    TRACING_RESOURCE = "/crewai_plus/api/v1/tracing"
+    EPHEMERAL_TRACING_RESOURCE = "/crewai_plus/api/v1/tracing/ephemeral"
+    INTEGRATIONS_RESOURCE = "/crewai_plus/api/v1/integrations"

    def __init__(self, api_key: str | None = None) -> None:
-        version = get_crewai_version()
        self.api_key = api_key
-        self.headers: Headers = {
+        self.headers = {
            "Content-Type": "application/json",
-            "User-Agent": f"CrewAI-CLI/{version}",
-            "X-Crewai-Version": version,
+            "User-Agent": f"CrewAI-CLI/{get_crewai_version()}",
+            "X-Crewai-Version": get_crewai_version(),
        }
        if api_key:
            self.headers["Authorization"] = f"Bearer {api_key}"
-
        settings = Settings()
        if settings.org_uuid:
            self.headers["X-Crewai-Organization-Id"] = settings.org_uuid
@@ -169,30 +44,17 @@ class PlusAPI:
        )

    def _make_request(
-        self,
-        method: HttpMethod,
-        endpoint: str,
-        *,
-        json: Any = None,
-        params: dict[str, str] | None = None,
-        timeout: float | None = None,
-        verify: bool = True,
+        self, method: str, endpoint: str, **kwargs: Any
    ) -> httpx.Response:
        url = urljoin(self.base_url, endpoint)
-        request_kwargs: RequestKwargs = {"headers": cast(dict[str, str], self.headers)}
-        if json is not None:
-            request_kwargs["json"] = json
-        if params is not None:
-            request_kwargs["params"] = params
-        if timeout is not None:
-            request_kwargs["timeout"] = timeout
+        verify = kwargs.pop("verify", True)
        with httpx.Client(trust_env=False, verify=verify) as client:
-            return client.request(method, url, **request_kwargs)
+            return client.request(method, url, headers=self.headers, **kwargs)

    def login_to_tool_repository(
        self, user_identifier: str | None = None
    ) -> httpx.Response:
-        payload: LoginPayload = {}
+        payload = {}
        if user_identifier:
            payload["user_identifier"] = user_identifier
        return self._make_request("POST", f"{self.TOOLS_RESOURCE}/login", json=payload)
@@ -203,7 +65,7 @@ class PlusAPI:
    async def get_agent(self, handle: str) -> httpx.Response:
        url = urljoin(self.base_url, f"{self.AGENTS_RESOURCE}/{handle}")
        async with httpx.AsyncClient() as client:
-            return await client.get(url, headers=cast(dict[str, str], self.headers))
+            return await client.get(url, headers=self.headers)

    def publish_tool(
        self,
@@ -212,10 +74,10 @@ class PlusAPI:
        version: str,
        description: str | None,
        encoded_file: str,
-        available_exports: list[AvailableExport] | None = None,
-        tools_metadata: list[ToolMetadata] | None = None,
+        available_exports: list[dict[str, Any]] | None = None,
+        tools_metadata: list[dict[str, Any]] | None = None,
    ) -> httpx.Response:
-        params: PublishToolPayload = {
+        params = {
            "handle": handle,
            "public": is_public,
            "version": version,
@@ -267,13 +129,13 @@ class PlusAPI:
    def list_crews(self) -> httpx.Response:
        return self._make_request("GET", self.CREWS_RESOURCE)

-    def create_crew(self, payload: CreateCrewPayload) -> httpx.Response:
+    def create_crew(self, payload: dict[str, Any]) -> httpx.Response:
        return self._make_request("POST", self.CREWS_RESOURCE, json=payload)

    def get_organizations(self) -> httpx.Response:
        return self._make_request("GET", self.ORGANIZATIONS_RESOURCE)

-    def initialize_trace_batch(self, payload: TraceBatchInitPayload) -> httpx.Response:
+    def initialize_trace_batch(self, payload: dict[str, Any]) -> httpx.Response:
        return self._make_request(
            "POST",
            f"{self.TRACING_RESOURCE}/batches",
@@ -282,7 +144,7 @@ class PlusAPI:
        )

    def initialize_ephemeral_trace_batch(
-        self, payload: TraceBatchInitPayload
+        self, payload: dict[str, Any]
    ) -> httpx.Response:
        return self._make_request(
            "POST",
@@ -291,7 +153,7 @@ class PlusAPI:
        )

    def send_trace_events(
-        self, trace_batch_id: str, payload: TraceEventsPayload
+        self, trace_batch_id: str, payload: dict[str, Any]
    ) -> httpx.Response:
        return self._make_request(
            "POST",
@@ -301,7 +163,7 @@ class PlusAPI:
        )

    def send_ephemeral_trace_events(
-        self, trace_batch_id: str, payload: TraceEventsPayload
+        self, trace_batch_id: str, payload: dict[str, Any]
    ) -> httpx.Response:
        return self._make_request(
            "POST",
@@ -311,7 +173,7 @@ class PlusAPI:
        )

    def finalize_trace_batch(
-        self, trace_batch_id: str, payload: TraceFinalizePayload
+        self, trace_batch_id: str, payload: dict[str, Any]
    ) -> httpx.Response:
        return self._make_request(
            "PATCH",
@@ -321,7 +183,7 @@ class PlusAPI:
        )

    def finalize_ephemeral_trace_batch(
-        self, trace_batch_id: str, payload: TraceFinalizePayload
+        self, trace_batch_id: str, payload: dict[str, Any]
    ) -> httpx.Response:
        return self._make_request(
            "PATCH",
@@ -333,28 +195,20 @@ class PlusAPI:
    def mark_trace_batch_as_failed(
        self, trace_batch_id: str, error_message: str
    ) -> httpx.Response:
-        payload: TraceFailedPayload = {
-            "status": "failed",
-            "failure_reason": error_message,
-        }
        return self._make_request(
            "PATCH",
            f"{self.TRACING_RESOURCE}/batches/{trace_batch_id}",
-            json=payload,
+            json={"status": "failed", "failure_reason": error_message},
            timeout=30,
        )

    def mark_ephemeral_trace_batch_as_failed(
        self, trace_batch_id: str, error_message: str
    ) -> httpx.Response:
-        payload: TraceFailedPayload = {
-            "status": "failed",
-            "failure_reason": error_message,
-        }
        return self._make_request(
            "PATCH",
            f"{self.EPHEMERAL_TRACING_RESOURCE}/batches/{trace_batch_id}",
-            json=payload,
+            json={"status": "failed", "failure_reason": error_message},
            timeout=30,
        )

--- a/lib/crewai-files/src/crewai_files/init.py
+++ b/lib/crewai-files/src/crewai_files/init.py
@@ -152,4 +152,4 @@ __all__ = [
    "wrap_file_source",
 ]

-__version__ = "1.14.5"
+__version__ = "1.14.5a5"
--- a/lib/crewai-tools/pyproject.toml
+++ b/lib/crewai-tools/pyproject.toml
@@ -10,7 +10,7 @@ requires-python = ">=3.10, <3.14"
 dependencies = [
    "pytube~=15.0.0",
    "requests>=2.33.0,<3",
-    "crewai==1.14.5",
+    "crewai==1.14.5a5",
    "tiktoken>=0.8.0,<0.13",
    "beautifulsoup4~=4.13.4",
    "python-docx~=1.2.0",
--- a/lib/crewai-tools/src/crewai_tools/init.py
+++ b/lib/crewai-tools/src/crewai_tools/init.py
@@ -330,4 +330,4 @@ __all__ = [
    "ZapierActionTools",
 ]

-__version__ = "1.14.5"
+__version__ = "1.14.5a5"
--- a/lib/crewai/pyproject.toml
+++ b/lib/crewai/pyproject.toml
@@ -8,8 +8,8 @@ authors = [
 ]
 requires-python = ">=3.10, <3.14"
 dependencies = [
-    "crewai-core==1.14.5",
-    "crewai-cli==1.14.5",
+    "crewai-core==1.14.5a5",
+    "crewai-cli==1.14.5a5",
    # Core Dependencies
    "pydantic>=2.11.9,<2.13",
    "openai>=2.30.0,<3",
@@ -54,7 +54,7 @@ Repository = "https://github.com/crewAIInc/crewAI"

 [project.optional-dependencies]
 tools = [
-    "crewai-tools==1.14.5",
+    "crewai-tools==1.14.5a5",
 ]
 embeddings = [
    "tiktoken>=0.8.0,<0.13"
@@ -105,7 +105,7 @@ a2a = [
     "aiocache[redis,memcached]~=0.12.3",
 ]
 file-processing = [
-    "crewai-files",
+    "crewai-files==1.14.5a5",
 ]
 qdrant-edge = [
    "qdrant-edge-py>=0.6.0",
--- a/lib/crewai/src/crewai/init.py
+++ b/lib/crewai/src/crewai/init.py
@@ -48,7 +48,7 @@ def _suppress_pydantic_deprecation_warnings() -> None:

 _suppress_pydantic_deprecation_warnings()

-__version__ = "1.14.5"
+__version__ = "1.14.5a5"

 _LAZY_IMPORTS: dict[str, tuple[str, str]] = {
    "Memory": ("crewai.memory.unified_memory", "Memory"),
--- a/lib/crewai/src/crewai/agent/core.py
+++ b/lib/crewai/src/crewai/agent/core.py
@@ -220,11 +220,7 @@ class Agent(BaseAgent):
        str | BaseLLM | None,
        BeforeValidator(_validate_llm_ref),
        PlainSerializer(_serialize_llm_ref, return_type=dict | None, when_used="json"),
-    ] = Field(
-        description="Language model that will run the agent.",
-        default=None,
-        deprecated="function_calling_llm is deprecated and will be removed in a future release.",
-    )
+    ] = Field(description="Language model that will run the agent.", default=None)
    system_template: str | None = Field(
        default=None, description="System format for the agent."
    )
--- a/lib/crewai/src/crewai/agents/agent_adapters/langgraph/langgraph_adapter.py
+++ b/lib/crewai/src/crewai/agents/agent_adapters/langgraph/langgraph_adapter.py
@@ -51,10 +51,7 @@ class LangGraphAgentAdapter(BaseAgentAdapter):
    _graph: Any = PrivateAttr(default=None)
    _memory: Any = PrivateAttr(default=None)
    _max_iterations: int = PrivateAttr(default=10)
-    function_calling_llm: Any = Field(
-        default=None,
-        deprecated="function_calling_llm is deprecated and will be removed in a future release.",
-    )
+    function_calling_llm: Any = Field(default=None)
    step_callback: SerializableCallable | None = Field(default=None)

    model: str = Field(default="gpt-4o")
--- a/lib/crewai/src/crewai/agents/agent_adapters/openai_agents/openai_adapter.py
+++ b/lib/crewai/src/crewai/agents/agent_adapters/openai_agents/openai_adapter.py
@@ -60,10 +60,7 @@ class OpenAIAgentAdapter(BaseAgentAdapter):
    _openai_agent: OpenAIAgentProtocol = PrivateAttr()
    _logger: Logger = PrivateAttr(default_factory=Logger)
    _active_thread: str | None = PrivateAttr(default=None)
-    function_calling_llm: Any = Field(
-        default=None,
-        deprecated="function_calling_llm is deprecated and will be removed in a future release.",
-    )
+    function_calling_llm: Any = Field(default=None)
    step_callback: Any = Field(default=None)
    _tool_adapter: OpenAIAgentToolAdapter = PrivateAttr()
    _converter_adapter: OpenAIConverterAdapter = PrivateAttr()
--- a/lib/crewai/src/crewai/crew.py
+++ b/lib/crewai/src/crewai/crew.py
@@ -251,11 +251,7 @@ class Crew(FlowTrackable, BaseModel):
        str | LLM | None,
        BeforeValidator(_validate_llm_ref),
        PlainSerializer(_serialize_llm_ref, return_type=dict | None, when_used="json"),
-    ] = Field(
-        description="Language model that will run the agent.",
-        default=None,
-        deprecated="function_calling_llm is deprecated and will be removed in a future release.",
-    )
+    ] = Field(description="Language model that will run the agent.", default=None)
    config: Json[dict[str, Any]] | dict[str, Any] | None = Field(default=None)
    id: UUID4 = Field(default_factory=uuid.uuid4, frozen=True)
    share_crew: bool | None = Field(default=False)
--- a/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py
+++ b/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py
@@ -6,14 +6,6 @@ import time
 from typing import Any
 import uuid

-from crewai_core.plus_api import (
-    TraceBatchInitPayload,
-    TraceBatchMetadata,
-    TraceEventsPayload,
-    TraceExecutionContext,
-    TraceExecutionMetadata,
-    TraceFinalizePayload,
-)
 from crewai_core.settings import Settings
 from rich.console import Console
 from rich.panel import Panel
@@ -131,27 +123,25 @@ class TraceBatchManager:
            return None

        try:
-            execution_context: TraceExecutionContext = {
-                "crew_fingerprint": execution_metadata.get("crew_fingerprint"),
-                "crew_name": execution_metadata.get("crew_name", None),
-                "flow_name": execution_metadata.get("flow_name", None),
-                "crewai_version": self.current_batch.version,
-                "privacy_level": user_context.get("privacy_level", "standard"),
-            }
-            execution_metadata_payload: TraceExecutionMetadata = {
-                "expected_duration_estimate": execution_metadata.get(
-                    "expected_duration_estimate", 300
-                ),
-                "agent_count": execution_metadata.get("agent_count", 0),
-                "task_count": execution_metadata.get("task_count", 0),
-                "flow_method_count": execution_metadata.get("flow_method_count", 0),
-                "execution_started_at": datetime.now(timezone.utc).isoformat(),
-            }
-            payload: TraceBatchInitPayload = {
+            payload = {
                "trace_id": self.current_batch.batch_id,
                "execution_type": execution_metadata.get("execution_type", "crew"),
-                "execution_context": execution_context,
-                "execution_metadata": execution_metadata_payload,
+                "execution_context": {
+                    "crew_fingerprint": execution_metadata.get("crew_fingerprint"),
+                    "crew_name": execution_metadata.get("crew_name", None),
+                    "flow_name": execution_metadata.get("flow_name", None),
+                    "crewai_version": self.current_batch.version,
+                    "privacy_level": user_context.get("privacy_level", "standard"),
+                },
+                "execution_metadata": {
+                    "expected_duration_estimate": execution_metadata.get(
+                        "expected_duration_estimate", 300
+                    ),
+                    "agent_count": execution_metadata.get("agent_count", 0),
+                    "task_count": execution_metadata.get("task_count", 0),
+                    "flow_method_count": execution_metadata.get("flow_method_count", 0),
+                    "execution_started_at": datetime.now(timezone.utc).isoformat(),
+                },
            }
            if use_ephemeral:
                payload["ephemeral_trace_id"] = self.current_batch.batch_id
@@ -274,14 +264,13 @@ class TraceBatchManager:
        if not self.plus_api or not self.trace_batch_id or not self.event_buffer:
            return 500
        try:
-            batch_metadata: TraceBatchMetadata = {
-                "events_count": len(self.event_buffer),
-                "batch_sequence": 1,
-                "is_final_batch": False,
-            }
-            payload: TraceEventsPayload = {
+            payload = {
                "events": [event.to_dict() for event in self.event_buffer],
-                "batch_metadata": batch_metadata,
+                "batch_metadata": {
+                    "events_count": len(self.event_buffer),
+                    "batch_sequence": 1,
+                    "is_final_batch": False,
+                },
            }

            response = (
@@ -375,7 +364,7 @@ class TraceBatchManager:
            return

        try:
-            payload: TraceFinalizePayload = {
+            payload = {
                "status": "completed",
                "duration_ms": self.calculate_duration("execution"),
                "final_event_count": events_count,
--- a/lib/crewai/src/crewai/llm.py
+++ b/lib/crewai/src/crewai/llm.py
@@ -940,21 +940,6 @@ class LLM(BaseLLM):
                self._track_token_usage_internal(usage_info)
            self._handle_streaming_callbacks(callbacks, usage_info, last_chunk)

-            if accumulated_tool_args and not available_functions:
-                tool_calls_list: list[ChatCompletionDeltaToolCall] = [
-                    ChatCompletionDeltaToolCall(
-                        index=idx,
-                        function=Function(
-                            name=tool_arg.function.name,
-                            arguments=tool_arg.function.arguments,
-                        ),
-                    )
-                    for idx, tool_arg in sorted(accumulated_tool_args.items())
-                    if tool_arg.function.name
-                ]
-                if tool_calls_list:
-                    return tool_calls_list
-
            if not tool_calls or not available_functions:
                if response_model and self.is_litellm:
                    instructor_instance = InternalInstructor(
@@ -1550,7 +1535,8 @@ class LLM(BaseLLM):
            if usage_info:
                self._track_token_usage_internal(usage_info)

-            if accumulated_tool_args:
+            if accumulated_tool_args and available_functions:
+                # Convert accumulated tool args to ChatCompletionDeltaToolCall objects
                tool_calls_list: list[ChatCompletionDeltaToolCall] = [
                    ChatCompletionDeltaToolCall(
                        index=idx,
@@ -1559,24 +1545,21 @@ class LLM(BaseLLM):
                            arguments=tool_arg.function.arguments,
                        ),
                    )
-                    for idx, tool_arg in sorted(accumulated_tool_args.items())
+                    for idx, tool_arg in accumulated_tool_args.items()
                    if tool_arg.function.name
                ]

                if tool_calls_list:
-                    if available_functions:
-                        result = self._handle_streaming_tool_calls(
-                            tool_calls=tool_calls_list,
-                            accumulated_tool_args=accumulated_tool_args,
-                            available_functions=available_functions,
-                            from_task=from_task,
-                            from_agent=from_agent,
-                            response_id=response_id,
-                        )
-                        if result is not None:
-                            return result
-                    else:
-                        return tool_calls_list
+                    result = self._handle_streaming_tool_calls(
+                        tool_calls=tool_calls_list,
+                        accumulated_tool_args=accumulated_tool_args,
+                        available_functions=available_functions,
+                        from_task=from_task,
+                        from_agent=from_agent,
+                        response_id=response_id,
+                    )
+                    if result is not None:
+                        return result

            usage_dict = self._usage_to_dict(usage_info)
            self._handle_emit_call_events(
--- a/lib/crewai/src/crewai/utilities/project_utils.py
+++ b/lib/crewai/src/crewai/utilities/project_utils.py
@@ -13,7 +13,6 @@ import sys
 import types
 from typing import Any, cast, get_type_hints

-from crewai_core.plus_api import AvailableExport, EnvVarEntry, ToolMetadata
 from crewai_core.project import (
    get_project_description as get_project_description,
    get_project_name as get_project_name,
@@ -280,7 +279,7 @@ def is_valid_tool(obj: Any) -> bool:
    return isinstance(obj, Tool)


-def extract_available_exports(dir_path: str = "src") -> list[AvailableExport]:
+def extract_available_exports(dir_path: str = "src") -> list[dict[str, Any]]:
    """Extract available tool classes from the project's __init__.py files.

    Only includes classes that inherit from BaseTool or functions decorated with @tool.
@@ -339,7 +338,7 @@ def _load_module_from_file(
        sys.modules.pop(module_name, None)


-def _load_tools_from_init(init_file: Path) -> list[AvailableExport]:
+def _load_tools_from_init(init_file: Path) -> list[dict[str, Any]]:
    """Load and validate tools from a given __init__.py file."""
    try:
        with _load_module_from_file(init_file) as module:
@@ -393,7 +392,7 @@ def _print_no_tools_warning() -> None:
    )


-def extract_tools_metadata(dir_path: str = "src") -> list[ToolMetadata]:
+def extract_tools_metadata(dir_path: str = "src") -> list[dict[str, Any]]:
    """
    Extract rich metadata from tool classes in the project.

@@ -405,7 +404,7 @@ def extract_tools_metadata(dir_path: str = "src") -> list[ToolMetadata]:
    - init_params_schema: JSON Schema for __init__ params (filtered)
    - env_vars: List of environment variable dicts
    """
-    tools_metadata: list[ToolMetadata] = []
+    tools_metadata: list[dict[str, Any]] = []

    for init_file in Path(dir_path).glob("**/__init__.py"):
        tools = _extract_tool_metadata_from_init(init_file)
@@ -414,7 +413,7 @@ def extract_tools_metadata(dir_path: str = "src") -> list[ToolMetadata]:
    return tools_metadata


-def _extract_tool_metadata_from_init(init_file: Path) -> list[ToolMetadata]:
+def _extract_tool_metadata_from_init(init_file: Path) -> list[dict[str, Any]]:
    """
    Load module from init file and extract metadata from valid tool classes.
    """
@@ -429,7 +428,7 @@ def _extract_tool_metadata_from_init(init_file: Path) -> list[ToolMetadata]:
            if not exported_names:
                return []

-            tools_metadata: list[ToolMetadata] = []
+            tools_metadata = []
            for name in exported_names:
                obj = getattr(module, name, None)
                if obj is None or not (
@@ -447,7 +446,7 @@ def _extract_tool_metadata_from_init(init_file: Path) -> list[ToolMetadata]:
        return []


-def _extract_single_tool_metadata(tool_class: type) -> ToolMetadata | None:
+def _extract_single_tool_metadata(tool_class: type) -> dict[str, Any] | None:
    """
    Extract metadata from a single tool class.
    """
@@ -471,17 +470,19 @@ def _extract_single_tool_metadata(tool_class: type) -> ToolMetadata | None:
        except (TypeError, ValueError):
            module = tool_class.__module__

-        return ToolMetadata(
-            name=tool_class.__name__,
-            module=module,
-            humanized_name=str(
-                _extract_field_default(fields.get("name"), fallback=tool_class.__name__)
+        return {
+            "name": tool_class.__name__,
+            "module": module,
+            "humanized_name": _extract_field_default(
+                fields.get("name"), fallback=tool_class.__name__
            ),
-            description=str(_extract_field_default(fields.get("description"))).strip(),
-            run_params_schema=_extract_run_params_schema(fields.get("args_schema")),
-            init_params_schema=_extract_init_params_schema(tool_class),
-            env_vars=_extract_env_vars(fields.get("env_vars")),
-        )
+            "description": str(
+                _extract_field_default(fields.get("description"))
+            ).strip(),
+            "run_params_schema": _extract_run_params_schema(fields.get("args_schema")),
+            "init_params_schema": _extract_init_params_schema(tool_class),
+            "env_vars": _extract_env_vars(fields.get("env_vars")),
+        }

    except Exception:
        return None
@@ -596,7 +597,7 @@ def _extract_init_params_schema(tool_class: type) -> dict[str, Any]:
        return {}


-def _extract_env_vars(env_vars_field: dict[str, Any] | None) -> list[EnvVarEntry]:
+def _extract_env_vars(env_vars_field: dict[str, Any] | None) -> list[dict[str, Any]]:
    """
    Extract environment variable definitions from env_vars field.
    """
--- a/lib/crewai/tests/test_llm.py
+++ b/lib/crewai/tests/test_llm.py
@@ -624,15 +624,12 @@ def test_handle_streaming_tool_calls_no_available_functions(
        ],
        tools=[get_weather_tool_schema],
    )
-    assert isinstance(response, list)
-    assert len(response) == 1
-    assert response[0].function.name == "get_weather"
-    assert response[0].function.arguments == '{"location":"New York, NY"}'
+    assert response == ""

    assert_event_count(
        mock_emit=mock_emit,
        expected_stream_chunk=9,
-        expected_completed_llm_call=0,
+        expected_completed_llm_call=1,
        expected_final_chunk_result='{"location":"New York, NY"}',
    )

--- a/lib/devtools/src/crewai_devtools/init.py
+++ b/lib/devtools/src/crewai_devtools/init.py
@@ -1,3 +1,3 @@
 """CrewAI development tools."""

-__version__ = "1.14.5"
+__version__ = "1.14.5a5"
--- a/lib/devtools/src/crewai_devtools/cli.py
+++ b/lib/devtools/src/crewai_devtools/cli.py
@@ -3,7 +3,6 @@
 from collections.abc import Mapping
 import os
 from pathlib import Path
-import re
 import subprocess
 import sys
 import tempfile
@@ -356,19 +355,8 @@ def update_pyproject_dependencies(

    workspace_packages = _DEFAULT_WORKSPACE_PACKAGES + (extra_packages or [])

-    current_extra: str | None = None
-    extra_header = re.compile(r"^\s*([A-Za-z0-9_-]+)\s*=\s*\[")
-
    for i, line in enumerate(lines):
-        match = extra_header.match(line)
-        if match:
-            current_extra = match.group(1)
-        elif line.strip().startswith("]"):
-            current_extra = None
-
        for pkg in workspace_packages:
-            if pkg == "crewai-files" and current_extra == "file-processing":
-                continue
            if f"{pkg}==" in line:
                stripped = line.lstrip()
                indent = line[: len(line) - len(stripped)]
@@ -744,23 +732,18 @@ def _is_prerelease(version: str) -> bool:
    return any(indicator in v for indicator in _PRERELEASE_INDICATORS)


-def get_commits_from_last_tag(
-    tag_name: str, version: str, cwd: Path | None = None
-) -> tuple[str, str]:
+def get_commits_from_last_tag(tag_name: str, version: str) -> tuple[str, str]:
    """Get commits from the last tag, excluding current version.

    Args:
        tag_name: Current tag name (e.g., "v1.0.0").
        version: Current version (e.g., "1.0.0").
-        cwd: Directory to run git commands in (defaults to current).

    Returns:
        Tuple of (commit_range, commits) where commits is newline-separated.
    """
    try:
-        all_tags = run_command(
-            ["git", "tag", "--sort=-version:refname"], cwd=cwd
-        ).split("\n")
+        all_tags = run_command(["git", "tag", "--sort=-version:refname"]).split("\n")
        prev_tags = [t for t in all_tags if t and t != tag_name and t != f"v{version}"]

        if not _is_prerelease(version):
@@ -769,30 +752,22 @@ def get_commits_from_last_tag(
        if prev_tags:
            last_tag = prev_tags[0]
            commit_range = f"{last_tag}..HEAD"
-            commits = run_command(
-                ["git", "log", commit_range, "--pretty=format:%s"], cwd=cwd
-            )
+            commits = run_command(["git", "log", commit_range, "--pretty=format:%s"])
        else:
            commit_range = "HEAD"
-            commits = run_command(["git", "log", "--pretty=format:%s"], cwd=cwd)
+            commits = run_command(["git", "log", "--pretty=format:%s"])
    except subprocess.CalledProcessError:
        commit_range = "HEAD"
-        commits = run_command(["git", "log", "--pretty=format:%s"], cwd=cwd)
+        commits = run_command(["git", "log", "--pretty=format:%s"])

    return commit_range, commits


-def get_github_contributors(
-    commit_range: str,
-    repo: str = "crewAIInc/crewAI",
-    cwd: Path | None = None,
-) -> list[str]:
+def get_github_contributors(commit_range: str) -> list[str]:
    """Get GitHub usernames from commit range using GitHub API.

    Args:
        commit_range: Git commit range (e.g., "abc123..HEAD").
-        repo: GitHub repo in ``owner/name`` form to resolve commits against.
-        cwd: Directory to run git commands in (defaults to current).

    Returns:
        List of GitHub usernames sorted alphabetically.
@@ -804,10 +779,10 @@ def get_github_contributors(
            gh_token = None

        g = Github(login_or_token=gh_token) if gh_token else Github()
-        github_repo = g.get_repo(repo)
+        github_repo = g.get_repo("crewAIInc/crewAI")

        commit_shas = run_command(
-            ["git", "log", commit_range, "--pretty=format:%H"], cwd=cwd
+            ["git", "log", commit_range, "--pretty=format:%H"]
        ).split("\n")

        contributors = set()
@@ -947,26 +922,9 @@ def _generate_release_notes(
    version: str,
    tag_name: str,
    no_edit: bool,
-    cwd: Path | None = None,
-    gh_repo: str = "crewAIInc/crewAI",
-    openai_client: OpenAI | None = None,
-    bump_already_done: bool = True,
 ) -> tuple[str, OpenAI, bool]:
    """Generate, display, and optionally edit release notes.

-    Args:
-        version: Version being released.
-        tag_name: Tag name for the release.
-        no_edit: Skip the interactive edit prompt.
-        cwd: Directory to run git commands in (defaults to current).
-        gh_repo: GitHub repo (``owner/name``) for resolving contributors.
-        openai_client: Reuse an existing OpenAI client if provided.
-        bump_already_done: True when the ``feat: bump versions to <version>``
-            commit for the current release is already in history (the real
-            release path). False in previews where no bump exists yet — the
-            most recent bump commit is the *previous* version and must be
-            used as the range start.
-
    Returns:
        Tuple of (release_notes, openai_client, is_prerelease).
    """
@@ -981,8 +939,7 @@ def _generate_release_notes(
                    "log",
                    "--grep=^feat: bump versions to",
                    "--format=%H %s",
-                ],
-                cwd=cwd,
+                ]
            )
            bump_entries = [
                line for line in prev_bump_output.strip().split("\n") if line.strip()
@@ -990,8 +947,7 @@ def _generate_release_notes(

            is_stable = not _is_prerelease(version)
            prev_commit = None
-            scan_entries = bump_entries[1:] if bump_already_done else bump_entries
-            for entry in scan_entries:
+            for entry in bump_entries[1:]:
                bump_ver = entry.split("feat: bump versions to", 1)[-1].strip()
                if is_stable and _is_prerelease(bump_ver):
                    continue
@@ -1001,7 +957,7 @@ def _generate_release_notes(
            if prev_commit:
                commit_range = f"{prev_commit}..HEAD"
                commits = run_command(
-                    ["git", "log", commit_range, "--pretty=format:%s"], cwd=cwd
+                    ["git", "log", commit_range, "--pretty=format:%s"]
                )

                commit_lines = [
@@ -1011,21 +967,14 @@ def _generate_release_notes(
                ]
                commits = "\n".join(commit_lines)
            else:
-                commit_range, commits = get_commits_from_last_tag(
-                    tag_name, version, cwd=cwd
-                )
+                commit_range, commits = get_commits_from_last_tag(tag_name, version)

        except subprocess.CalledProcessError:
-            commit_range, commits = get_commits_from_last_tag(
-                tag_name, version, cwd=cwd
-            )
+            commit_range, commits = get_commits_from_last_tag(tag_name, version)

-        github_contributors = get_github_contributors(
-            commit_range, repo=gh_repo, cwd=cwd
-        )
+        github_contributors = get_github_contributors(commit_range)

-        if openai_client is None:
-            openai_client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
+        openai_client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))

        if commits.strip():
            contributors_section = ""
@@ -1583,13 +1532,7 @@ def _wait_for_pr_merged(branch: str, cwd: Path) -> None:
        time.sleep(_PR_MERGE_POLL_INTERVAL)


-def _release_enterprise(
-    version: str,
-    is_prerelease: bool,
-    dry_run: bool,
-    no_edit: bool = False,
-    openai_client: OpenAI | None = None,
-) -> None:
+def _release_enterprise(version: str, is_prerelease: bool, dry_run: bool) -> None:
    """Clone the enterprise repo, bump versions, and create a release PR.

    Expects ENTERPRISE_REPO, ENTERPRISE_VERSION_DIRS, and
@@ -1599,8 +1542,6 @@ def _release_enterprise(
        version: New version string.
        is_prerelease: Whether this is a pre-release version.
        dry_run: Show what would be done without making changes.
-        no_edit: Skip the interactive release-notes edit prompt.
-        openai_client: Reuse OpenAI client from earlier phases if available.
    """
    if (
        not _ENTERPRISE_REPO
@@ -1618,6 +1559,7 @@ def _release_enterprise(
    )

    if dry_run:
+        console.print(f"[dim][DRY RUN][/dim] Would clone {enterprise_repo}")
        for d in _ENTERPRISE_VERSION_DIRS:
            console.print(f"[dim][DRY RUN][/dim] Would update versions in {d}")
        console.print(
@@ -1628,26 +1570,6 @@ def _release_enterprise(
            "[dim][DRY RUN][/dim] Would create bump PR, wait for merge, "
            "then tag and release"
        )
-
-        with tempfile.TemporaryDirectory() as tmp:
-            repo_dir = Path(tmp) / enterprise_repo.split("/")[-1]
-            console.print(f"\nCloning {enterprise_repo} (read-only preview)...")
-            run_command(["gh", "repo", "clone", enterprise_repo, str(repo_dir)])
-            console.print(f"[green]✓[/green] Cloned {enterprise_repo}")
-
-            _generate_release_notes(
-                version,
-                version,
-                no_edit,
-                cwd=repo_dir,
-                gh_repo=enterprise_repo,
-                openai_client=openai_client,
-                bump_already_done=False,
-            )
-            console.print(
-                "[dim][DRY RUN][/dim] Would tag and create GitHub release "
-                "with the notes above"
-            )
        return

    with tempfile.TemporaryDirectory() as tmp:
@@ -1760,18 +1682,8 @@ def _release_enterprise(
        run_command(["git", "pull"], cwd=repo_dir)

        tag_name = version
-
-        release_notes, _, _ = _generate_release_notes(
-            version,
-            tag_name,
-            no_edit,
-            cwd=repo_dir,
-            gh_repo=enterprise_repo,
-            openai_client=openai_client,
-        )
-
        run_command(
-            ["git", "tag", "-a", tag_name, "-m", release_notes],
+            ["git", "tag", "-a", tag_name, "-m", f"Release {version}"],
            cwd=repo_dir,
        )
        run_command(["git", "push", "origin", tag_name], cwd=repo_dir)
@@ -1787,7 +1699,7 @@ def _release_enterprise(
            "--title",
            tag_name,
            "--notes",
-            release_notes,
+            f"Release {version}",
        ]
        if is_prerelease:
            gh_cmd.append("--prerelease")
@@ -2086,7 +1998,7 @@ def tag(dry_run: bool, no_edit: bool) -> None:
            console.print("[green]✓[/green] main branch up to date")

        release_notes, openai_client, is_prerelease = _generate_release_notes(
-            version, tag_name, no_edit, bump_already_done=True
+            version, tag_name, no_edit
        )

        docs_branch = _update_docs_and_create_pr(
@@ -2197,7 +2109,7 @@ def release(

    if skip_to_enterprise:
        try:
-            _release_enterprise(version, is_prerelease, dry_run, no_edit=no_edit)
+            _release_enterprise(version, is_prerelease, dry_run)
        except BaseException as e:
            _print_release_error(e)
            _resume_hint(
@@ -2293,7 +2205,7 @@ def release(
            console.print("[green]✓[/green] main branch up to date")

        release_notes, openai_client, is_prerelease = _generate_release_notes(
-            version, tag_name, no_edit, bump_already_done=not dry_run
+            version, tag_name, no_edit
        )

        docs_branch = _update_docs_and_create_pr(
@@ -2347,13 +2259,7 @@ def release(

    if not skip_enterprise:
        try:
-            _release_enterprise(
-                version,
-                is_prerelease,
-                dry_run,
-                no_edit=no_edit,
-                openai_client=openai_client,
-            )
+            _release_enterprise(version, is_prerelease, dry_run)
        except BaseException as e:
            _print_release_error(e)
            _resume_hint(
--- a/lib/devtools/tests/test_toml_updates.py
+++ b/lib/devtools/tests/test_toml_updates.py
@@ -282,25 +282,6 @@ class TestUpdatePyprojectDependencies:
        assert '"crewai-files==2.0.0"' in result
        assert '"requests>=2.0"' in result

-    def test_skips_crewai_files_in_file_processing_extra(self, tmp_path: Path) -> None:
-        pyproject = tmp_path / "pyproject.toml"
-        pyproject.write_text(
-            dedent("""\
-            [project.optional-dependencies]
-            file-processing = [
-                "crewai-files==1.0.0",
-            ]
-            other = [
-                "crewai-files==1.0.0",
-            ]
-        """)
-        )
-
-        update_pyproject_dependencies(pyproject, "2.0.0")
-        result = pyproject.read_text()
-        assert '"crewai-files==1.0.0"' in result
-        assert '"crewai-files==2.0.0"' in result
-
    def test_leaves_bare_crewai_pin_alone(self, tmp_path: Path) -> None:
        """`crewai==` must not collide with `crewai-core==` etc."""
        pyproject = tmp_path / "pyproject.toml"
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -185,10 +185,8 @@ exclude-newer = "3 days"
 # python-multipart <0.0.27 has GHSA-pp6c-gr5w-3c5g (DoS via unbounded multipart headers).
 # gitpython <3.1.50 has GHSA-mv93-w799-cj2w (config_writer newline injection bypassing the 3.1.49 patch -> RCE via core.hooksPath).
 # urllib3 <2.7.0 has GHSA-qccp-gfcp-xxvc (ProxyManager cross-origin redirect leaks Authorization/Cookie) and GHSA-mf9v-mfxr-j63j (streaming decompression-bomb bypass); force 2.7.0+.
-# langsmith <0.8.0 has GHSA-3644-q5cj-c5c7 (public prompt manifest deserialization, SSRF/secret disclosure); force 0.8.0+.
+# langsmith <0.7.31 has GHSA-rr7j-v2q5-chgv (streaming token redaction bypass); force 0.7.31+.
 # authlib <1.6.11 has GHSA-jj8c-mmj3-mmgv (CSRF bypass in cache-based state storage).
-# pip <26.1.1 has GHSA-58qw-9mgm-455v (archive handling); OSV considers 26.1.1 unaffected.
-# paramiko <5.0.0 has GHSA-r374-rxx8-8654 (SHA-1 in rsakey.py); OSV considers 5.0.0 unaffected. Transitive via composio-core.
 # litellm 1.83.8+ hard-pins openai==2.24.0, missing openai.types.responses used by crewai;
 # override to >=2.30.0 (the version litellm 1.83.7 used) until upstream relaxes the pin.
 override-dependencies = [
@@ -205,10 +203,8 @@ override-dependencies = [
    "uv>=0.11.6,<1",
    "python-multipart>=0.0.27,<1",
    "gitpython>=3.1.50,<4",
-    "langsmith>=0.8.0,<1",
+    "langsmith>=0.7.31,<0.8",
    "authlib>=1.6.11",
-    "pip>=26.1.1",
-    "paramiko>=5.0.0",
 ]

 [tool.uv.workspace]
--- a/uv.lock
+++ b/uv.lock
@@ -13,7 +13,7 @@ resolution-markers = [
 ]

 [options]
-exclude-newer = "0001-01-01T00:00:00Z" # This has no effect and is included for backwards compatibility when using relative exclude-newer values.
+exclude-newer = "2026-05-08T16:33:02.834109Z"
 exclude-newer-span = "P3D"

 [manifest]
@@ -31,12 +31,10 @@ overrides = [
    { name = "gitpython", specifier = ">=3.1.50,<4" },
    { name = "langchain-core", specifier = ">=1.3.3,<2" },
    { name = "langchain-text-splitters", specifier = ">=1.1.2,<2" },
-    { name = "langsmith", specifier = ">=0.8.0,<1" },
+    { name = "langsmith", specifier = ">=0.7.31,<0.8" },
    { name = "onnxruntime", marker = "python_full_version < '3.11'", specifier = "<1.24" },
    { name = "openai", specifier = ">=2.30.0,<3" },
-    { name = "paramiko", specifier = ">=5.0.0" },
    { name = "pillow", specifier = ">=12.1.1" },
-    { name = "pip", specifier = ">=26.1.1" },
    { name = "pypdf", specifier = ">=6.10.2,<7" },
    { name = "python-multipart", specifier = ">=0.0.27,<1" },
    { name = "rich", specifier = ">=13.7.1" },
@@ -443,14 +441,14 @@ wheels = [

 [[package]]
 name = "authlib"
-version = "1.6.12"
+version = "1.6.11"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "cryptography" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d3/30/6691fdc63b35f54a5a65e04fa1e59d827f4d4e8f4a39678ba7d3088ce0c8/authlib-1.6.12.tar.gz", hash = "sha256:0656d8482f28fc8221929d5f35b2bde5d13e10555ebc06b4561b0d622e83b1bd", size = 165368, upload-time = "2026-05-04T08:11:31.826Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/28/10/b325d58ffe86815b399334a101e63bc6fa4e1953921cb23703b48a0a0220/authlib-1.6.11.tar.gz", hash = "sha256:64db35b9b01aeccb4715a6c9a6613a06f2bd7be2ab9d2eb89edd1dfc7580a38f", size = 165359, upload-time = "2026-04-16T07:22:50.279Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/cd/51/9b0b5cd4cf683a02db937a6f9bbebcdc9c56558a7bb3763ce7d3512103c3/authlib-1.6.12-py2.py3-none-any.whl", hash = "sha256:e9229ad7fde610b139dd12f5edbe97eab9ee78bfb85691247e767727850b99ab", size = 244473, upload-time = "2026-05-04T08:11:30.354Z" },
+    { url = "https://files.pythonhosted.org/packages/57/2f/55fca558f925a51db046e5b929deb317ddb05afed74b22d89f4eca578980/authlib-1.6.11-py2.py3-none-any.whl", hash = "sha256:c8687a9a26451c51a34a06fa17bb97cb15bba46a6a626755e2d7f50da8bff3e3", size = 244469, upload-time = "2026-04-16T07:22:48.413Z" },
 ]

 [[package]]
@@ -3270,11 +3268,11 @@ wheels = [

 [[package]]
 name = "idna"
-version = "3.15"
+version = "3.11"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/82/77/7b3966d0b9d1d31a36ddf1746926a11dface89a83409bf1483f0237aa758/idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc", size = 199245, upload-time = "2026-05-12T22:45:57.011Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582, upload-time = "2025-10-12T14:55:20.501Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d2/23/408243171aa9aaba178d3e2559159c24c1171a641aa83b67bdd3394ead8e/idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8", size = 72340, upload-time = "2026-05-12T22:45:55.733Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" },
 ]

 [[package]]
@@ -3890,7 +3888,7 @@ sdist = { url = "https://files.pythonhosted.org/packages/0e/72/a3add0e4eec4eb9e2

 [[package]]
 name = "langsmith"
-version = "0.8.3"
+version = "0.7.32"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "httpx" },
@@ -3903,9 +3901,9 @@ dependencies = [
    { name = "xxhash" },
    { name = "zstandard" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/de/8a/1e8ea5e8bab2a65fa95bd36229ef38e8723ec46e430e20ca2d953487a7f1/langsmith-0.8.3.tar.gz", hash = "sha256:767ff7a8d136ed42926bf99059ac631dc6883542d6e3104b32e71c7625e1fa05", size = 4460330, upload-time = "2026-05-07T19:56:56.18Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/2f/b4/a0b4a501bee6b8a741ce29f8c48155b132118483cddc6f9247735ddb38fa/langsmith-0.7.32.tar.gz", hash = "sha256:b59b8e106d0e4c4842e158229296086e2aa7c561e3f602acda73d3ad0062e915", size = 1184518, upload-time = "2026-04-15T23:42:41.885Z" }
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