Deployment

.dockerignore

@@ -0,0 +1,16 @@
+.aiassistant
+.env
+.git/
+.gitignore
+.idea/
+.vscode/
+.venv/
+venv/
+projects-data
+CHANGELOG.md
+__pycache__
+deployment
+projects
+test_main.http
+role_id
+wrapped_secret_id

.gitignore

@@ -1,2 +1,4 @@
 .env
-projects
+projects
+role_id
+wrapped_secret_id

.idea/Agents.iml

@@ -6,8 +6,9 @@
       <sourceFolder url="file://$MODULE_DIR$/agents/issue_triage/tests" isTestSource="true" />
       <excludeFolder url="file://$MODULE_DIR$/.venv" />
       <excludeFolder url="file://$MODULE_DIR$/projects/agents" />
+      <excludeFolder url="file://$MODULE_DIR$/venv" />
     </content>
-    <orderEntry type="jdk" jdkName="Python 3.14 (Agents)" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="Python 3.10 (agents) (2)" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
 </module>

.idea/misc.xml

@@ -3,5 +3,5 @@
   <component name="Black">
     <option name="sdkName" value="Python 3.14 (Agents)" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.14 (Agents)" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (agents) (2)" project-jdk-type="Python SDK" />
 </project>

README.md

@@ -0,0 +1,9 @@
+### Сборка
+```shell
+docker build -t triage_agent -f deployment/Dockerfile .
+```
+
+### Запуск
+```shell
+./deployment/generate-wrapped-secret-id.sh && docker compose -f deployment/docker-compose.yml up --build
+```

agents/codebase_analyst/graph_tool.py

@@ -751,7 +751,7 @@ def analyze_repository(inp: AnalysisInput, run_ctx: RunContext) -> AnalysisResul
     return AnalysisResult(success=True, graph=graph, res_all=res_all, leaf_clusters=leaf_clusters)
 
 
-def to_networkx(dep_graph: "DependencyGraph", include_external: bool = False) -> nx.DiGraph[DependencyNode]:
+def to_networkx(dep_graph: "DependencyGraph", include_external: bool = False) -> "nx.DiGraph[DependencyNode]":
     """
     Convert a DependencyGraph into a networkx DiGraph.
 
@@ -792,7 +792,7 @@ COLS = [
 
 
 def analyze(
-    G: nx.DiGraph[DependencyNode],
+    G: "nx.DiGraph[DependencyNode]",
     graph: DependencyGraph,          # NOTE: currently unused in the body
     label: str = "",
 ) -> AnalyzeResult:

agents/codebase_analyst/start.py

@@ -13,8 +13,10 @@ import sys
 from pathlib import Path
 from typing import List, Dict, Any
 import requests
-from playwright.sync_api import sync_playwright
 from agents.architect_ts.analyzer import CodeAnalyzer
+from agents.coder.CoderAgent import CoderAgent
+from agents.solution_architect.PlannerAgent import PlannerAgent
+from agents.tester_web.TesterAgent import TesterAgent
 
 # ---------- Конфигурация ----------
 CONFIG_FILE = "config.json"

agents/coder/CoderAgent.py

@@ -1,3 +1,9 @@
+import os
+from typing import List
+
+from agents.codebase_analyst.start import Project
+
+
 class CoderAgent:
     """Агент-исполнитель: выполняет подзадачу, генерирует код и применяет изменения."""
 

agents/coders/state.py

@@ -108,7 +108,7 @@ class AgentState(BaseModel):
         }
 
     @classmethod
-    def from_dict(cls, data: Dict[str, Any], state_file: Path) -> AgentState:
+    def from_dict(cls, data: Dict[str, Any], state_file: Path) -> "AgentState":
         known = {
             "schema_version", "issue_id", "agent_id", "state", "updated_at",
             "last_processed_comment_id", "pending_question_comment_id",

agents/issue_triage/IssueTriageAgent.py

@@ -14,7 +14,7 @@ from agents.issue_triage.triage import render_validation_failure, render_plan_co
 from agents.registry import agent, AgentRegistry, Capability
 from common.llm_client import LLMClient
 from common.youtrack_mcp_client import IssueNotFound, YouTrackMCPClient
-from contracts.IssueContext import IssueContext, IssueComment
+from contracts.IssueContext import IssueContext
 
 logger = logging.getLogger("triage_agent")
 logger.setLevel(logging.DEBUG)
@@ -23,7 +23,7 @@ logger.setLevel(logging.DEBUG)
 class TriageContext:
     issue: IssueContext
     registry: AgentRegistry
-    triage_agent: IssueTriageAgent
+    triage_agent: "IssueTriageAgent"
 
 
 async def run_triage(ctx: TriageContext) -> TriageMarker:

agents/solution_architect/PlannerAgent.py

@@ -1,3 +1,9 @@
+import json
+from typing import List, Dict
+
+from agents.codebase_analyst.start import Project
+
+
 class PlannerAgent:
     """Агент-планировщик: анализирует проект и создаёт план подзадач."""
 

agents/tester_web/TesterAgent.py

@@ -1,3 +1,8 @@
+import time
+from typing import List, Dict, Any
+
+from playwright.sync_api import sync_playwright
+
 from agents.codebase_analyst.start import Project
 
 

common/hot_env.py

@@ -0,0 +1,82 @@
+import asyncio
+import hashlib
+import logging
+import os
+import time
+from pathlib import Path
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+ENV_PATH = Path(os.environ.get("VAULT_ENV_PATH", "/vault-secrets/.env"))
+MAX_WAIT_SECONDS = 30
+WATCH_INTERVAL_SECONDS = 5
+
+def _file_hash() -> str | None:
+    if not ENV_PATH.exists():
+        return None
+    try:
+        return hashlib.sha256(ENV_PATH.read_bytes()).hexdigest()
+    except OSError:
+        return None
+
+
+def _parse_env_file(path: Path) -> dict[str, str]:
+    result: dict[str, str] = {}
+    with path.open() as f:
+        for line in f:
+            line = line.strip()
+            if not line or line.startswith("#") or "=" not in line:
+                continue
+            key, _, value = line.partition("=")
+            result[key.strip()] = value.strip().strip('"').strip("'")
+    return result
+
+
+def wait_for_env_file(timeout: int = MAX_WAIT_SECONDS) -> None:
+    """Блокирующее ожидание появления .env (для entrypoint до старта uvicorn)."""
+    start = time.time()
+    while not ENV_PATH.exists():
+        if time.time() - start > timeout:
+            raise RuntimeError(
+                f"Vault Agent did not render {ENV_PATH} within {timeout}s"
+            )
+        logger.info("Waiting for %s ...", ENV_PATH)
+        time.sleep(0.5)
+    time.sleep(1.5)
+
+
+def load_env(force: bool = False) -> bool:
+    if not ENV_PATH.exists():
+        return False
+
+    try:
+        values = _parse_env_file(ENV_PATH)
+    except OSError as e:
+        logger.warning("Failed to read %s: %s", ENV_PATH, e)
+        return False
+
+    for key, value in values.items():
+        if force or key not in os.environ:
+            os.environ[key] = value
+
+    global _last_hash
+    _last_hash = _file_hash()
+    return True
+
+
+def reload_if_changed() -> bool:
+    current = _file_hash()
+    if current is None or current == _last_hash:
+        return False
+    logger.info("Detected change in %s, reloading secrets", ENV_PATH)
+    return load_env(force=True)
+
+
+async def watch_env_file(interval: int = WATCH_INTERVAL_SECONDS) -> None:
+    while True:
+        try:
+            reload_if_changed()
+        except Exception:
+            logger.exception("env watcher failed")
+        await asyncio.sleep(interval)

common/singleton.py

@@ -0,0 +1,107 @@
+import asyncio
+import logging
+from typing import Optional
+
+import httpx
+
+from agents.issue_triage.IssueTriageAgent import IssueTriageAgent
+from agents.issue_triage.context_builder import YouTrackContextBuilder
+from agents.registry import AgentRegistry
+from common.llm_client import LLMClient
+from common.youtrack_mcp_client import YouTrackMCPClient
+
+logger = logging.getLogger(__name__)
+
+
+class AgentSingleton:
+    """
+    Синглтон для IssueTriageAgent и его зависимостей.
+    Потокобезопасен через asyncio.Lock — инициализация не гоняется.
+    """
+
+    _instance: Optional["AgentSingleton"] = None
+    _lock = asyncio.Lock()
+
+    def __init__(self) -> None:
+        self._agent: Optional[IssueTriageAgent] = None
+        self._youtrack_mcp: Optional[YouTrackMCPClient] = None
+        self._http_for_attachments: Optional[httpx.AsyncClient] = None
+        self._initialized = False
+
+    @classmethod
+    async def get(cls) -> "AgentSingleton":
+        if cls._instance is None:
+            async with cls._lock:
+                if cls._instance is None:
+                    cls._instance = cls()
+        return cls._instance
+
+    async def ensure_initialized(self) -> None:
+        """Инициализация при первом обращении или после reset()."""
+        if self._initialized:
+            return
+        async with self._lock:
+            if self._initialized:
+                return
+            await self._initialize()
+            self._initialized = True
+
+    async def _initialize(self) -> None:
+        from main import env, env_optional  # локальный импорт, чтобы не плодить циклы
+
+        logger.info("Initializing AgentSingleton (or re-initializing)")
+
+        self._youtrack_mcp = await YouTrackMCPClient(
+            env("YOUTRACK_MCP_SERVER"),
+            env("YOUTRACK_MCP_TOKEN"),
+        ).connect()
+
+        self._http_for_attachments = httpx.AsyncClient(
+            headers={"Authorization": f"Bearer {env('YOUTRACK_MCP_TOKEN')}"},
+            proxy=env_optional("HTTPS_PROXY"),
+            timeout=httpx.Timeout(30.0, connect=10.0, read=60.0),
+            follow_redirects=True,
+        )
+
+        self._agent = IssueTriageAgent(
+            YouTrackContextBuilder(self._youtrack_mcp, self._http_for_attachments),
+            LLMClient(
+                base_url=env("LLM_ADDRESS"),
+                api_key=env("LLM_API_KEY"),
+                model=env("LLM_MODEL"),
+            ),
+            AgentRegistry(),
+            self._youtrack_mcp,
+        )
+
+    @property
+    def agent(self) -> IssueTriageAgent:
+        if self._agent is None:
+            raise RuntimeError("AgentSingleton not initialized. Call ensure_initialized() first.")
+        return self._agent
+
+    @property
+    def youtrack_mcp(self) -> YouTrackMCPClient:
+        if self._youtrack_mcp is None:
+            raise RuntimeError("AgentSingleton not initialized.")
+        return self._youtrack_mcp
+
+    async def reset(self) -> None:
+        """Закрывает старые ресурсы и помечает синглтон как неинициализированный."""
+        async with self._lock:
+            logger.info("Resetting AgentSingleton (secrets rotated?)")
+            if self._http_for_attachments is not None:
+                await self._http_for_attachments.aclose()
+            if self._youtrack_mcp is not None:
+                await self._youtrack_mcp.close()
+            self._agent = None
+            self._youtrack_mcp = None
+            self._http_for_attachments = None
+            self._initialized = False
+
+    @classmethod
+    async def destroy(cls) -> None:
+        """Полное уничтожение синглтона — для shutdown."""
+        if cls._instance is not None:
+            await cls._instance.reset()
+            cls._instance = None

contracts/IssueContext.py

@@ -7,6 +7,15 @@ from pydantic import BaseModel
 from contracts.ProjectContext import ProjectContext
 
 
+class IssueComment(BaseModel):
+    id: str
+    author: str
+    body: str
+    created_at: int
+    is_agent: bool = False
+    marker: dict[str, str] = field(default_factory=dict)
+
+
 @dataclass
 class IssueContext:
     issue_id: str
@@ -49,11 +58,3 @@ class IssueContext:
                 parts.append(f"- @{c.author} ({c.created_at}): {c.body}")
 
         return "\n".join(parts)
-
-class IssueComment(BaseModel):
-    id: str
-    author: str
-    body: str
-    created_at: int
-    is_agent: bool = False
-    marker: dict[str, str] = field(default_factory=dict)

contracts/Task.py

@@ -1,7 +1,7 @@
 import uuid
 from dataclasses import dataclass, field
 from enum import Enum
-from typing import Optional
+from typing import Optional, Literal
 
 from contracts.base import BaseContract
 
@@ -58,7 +58,7 @@ class Task(BaseContract):
         lines = [
             f"# Task: {self.description}",
             f"# Before start you must ensure that another tasks have been done: {', '.join(self.depends_on)}" if self.depends_on else "",
-            f"# Acceptance criteria: \n{"\n - ".join(self.acceptance_criteria)}",
+            f"# Acceptance criteria: \n{"\n - ".join(self.acceptance_criteria)}"
         ]
 
         return "\n".join(lines)

deployment/Dockerfile

@@ -0,0 +1,18 @@
+FROM python:3.13-slim-trixie AS builder
+WORKDIR /build
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    gcc \
+    && rm -rf /var/lib/apt/lists/*
+COPY requirements.txt .
+RUN pip install --no-cache-dir  --target=/app/deps -r requirements.txt
+
+### Runtime
+FROM gcr.io/distroless/python3-debian13:nonroot
+WORKDIR /app
+COPY --from=builder /app/deps /app/deps
+ENV PYTHONPATH="/app/deps"
+ENV PYTHONUNBUFFERED=1
+COPY . .
+USER nonroot
+EXPOSE 8000
+CMD ["entrypoint.py"]

deployment/agent.hcl

@@ -0,0 +1,29 @@
+pid_file = "/tmp/pidfile"
+
+vault {
+  address = "https://10.6.2.1:8200"
+  tls_skip_verify = true
+  retry {
+    num_retries = 5
+  }
+}
+
+auto_auth {
+  method "approle" {
+    mount_path = "auth/approle"
+    config = {
+      role_id_file_path                   = "/vault-auth/role_id"
+      secret_id_file_path                 = "/vault-auth/wrapped_secret_id"
+      secret_id_response_wrapping_path    = "auth/approle/role/triage_agent/secret-id"
+      remove_secret_id_file_after_reading = false
+    }
+  }
+  # sink не нужен, если приложению не требуется сам токен Vault
+}
+
+template {
+  source      = "/vault-template/template.ctmpl"
+  destination = "/vault-secrets/.env"
+  error_on_missing_key = true
+  perms = "0644"
+}

deployment/docker-compose.yml

@@ -0,0 +1,48 @@
+volumes:
+  vault-secrets:
+    driver_opts:
+      type: tmpfs
+      device: tmpfs
+      o: "size=1m,mode=0777,uid=65532,gid=65532"
+  projects-data:
+
+services:
+  vault-agent:
+    image: hashicorp/vault:1.17
+    command: agent -config=/vault-agent/agent.hcl
+    cap_add:
+      - IPC_LOCK
+    volumes:
+      - ./agent.hcl:/vault-agent/agent.hcl:ro
+      - ./env_template.ctmpl:/vault-template/template.ctmpl:ro
+      - ./../role_id:/vault-auth/role_id:ro
+      - ./../wrapped_secret_id:/vault-auth/wrapped_secret_id:ro
+      - vault-secrets:/vault-secrets
+    extra_hosts:
+      - "host.docker.internal:host-gateway"
+    networks:
+      - agent-net
+
+  api:
+    build:
+      context: ..
+      dockerfile: deployment/Dockerfile
+    ports:
+      - "8173:8000"
+    group_add:
+      - "100"
+    volumes:
+      - ./../projects-data:/projects
+      - vault-secrets:/vault-secrets
+    depends_on:
+      vault-agent:
+        condition: service_started
+    networks:
+      - agent-net
+
+networks:
+  agent-net:
+    driver: bridge
+    ipam:
+      config:
+        - subnet: 10.6.7.0/24

deployment/env_template.ctmpl

@@ -0,0 +1,10 @@
+{{ with secret "internal_secrets/data/agents" }}
+YOUTRACK_MCP_SERVER={{ .Data.data.youtrack_mcp_server }}
+YOUTRACK_MCP_TOKEN={{ .Data.data.youtrack_agent_mcp_token }}
+YOUTRACK_TRIAGE_AUTHOR={{ .Data.data.youtrack_triage_author }}
+
+LLM_ADDRESS={{ .Data.data.llm_address }}
+LLM_API_KEY={{ .Data.data.llm_api_key }}
+LLM_MODEL={{ .Data.data.llm_model }}
+
+{{ end }}

deployment/generate-wrapped-secret-id.sh

@@ -0,0 +1,36 @@
+#!/bin/bash
+set -euo pipefail
+
+: '
+vault write auth/approle/role/triage_agent \
+    token_policies="agent_policy" \
+    token_ttl=1h \
+    token_max_ttl=4h \
+    secret_id_ttl=24h \
+    token_bound_cidrs="10.6.0.0/16"
+'
+
+VAULT_ADDR="https://10.6.2.1:8200"
+if [ -z "${VAULT_TOKEN:-}" ]; then
+  read -r -s -p "VAULT_TOKEN: " VAULT_TOKEN
+  echo
+fi
+
+TARGET_DIR=${1:-'.'}
+
+ROLE_NAME="triage_agent"
+WRAP_TTL="600s"
+CONFIG=$(mktemp)
+chmod 600 "$CONFIG"
+trap 'rm -f "$CONFIG"' EXIT
+
+{
+  printf 'header = "X-Vault-Token: %s"\n' "$VAULT_TOKEN"
+  printf 'header = "X-Vault-Wrap-TTL: %s"\n' "$WRAP_TTL"
+} > "$CONFIG"
+
+curl -s -X POST -k -K "$CONFIG" \
+  "$VAULT_ADDR/v1/auth/approle/role/${ROLE_NAME}/secret-id" \
+  | jq -r '.wrap_info.token // .errors[0]' | tr -d '\n' > wrapped_secret_id
+
+

entrypoint.py

@@ -0,0 +1,17 @@
+import logging
+import sys
+
+from common.hot_env import wait_for_env_file, load_env
+
+logging.basicConfig(level=logging.INFO)
+
+if __name__ == "__main__":
+    try:
+        wait_for_env_file()
+        load_env(force=True)
+    except RuntimeError as e:
+        print(f"FATAL: {e}", file=sys.stderr)
+        sys.exit(1)
+
+    import uvicorn
+    uvicorn.run("main:app", host="0.0.0.0", port=8000, log_level="info")

main.py

@@ -2,23 +2,35 @@ import logging
 import os
 from contextlib import asynccontextmanager
 
-import httpx
-from dotenv import load_dotenv
-from fastapi import FastAPI, HTTPException
+from fastapi import FastAPI, HTTPException, Depends
 
 from agents.coders.BaseCoder import CoderAgent
 from agents.issue_triage.IssueTriageAgent import IssueTriageAgent
 from agents.issue_triage.context_builder import YouTrackContextBuilder
 from agents.registry import AgentRegistry
 from common.gitea_mcp_client import GiteaMCPClient
+from common.hot_env import load_env, reload_if_changed
 from common.llm_client import LLMClient
+from common.singleton import AgentSingleton
 from common.youtrack_mcp_client import YouTrackMCPClient, IssueNotFound
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
 
-load_dotenv()
+_last_hash: str | None = None
+
+if not load_env(force=False):
+    logger.warning("No .env file found at startup, will rely on os.environ")
+
+
+def env_optional(key: str, default: str | None = None) -> str:
+    value = os.environ.get(key)
+    if value is None:
+        return default
+    return value
+
 def env(key: str) -> str:
+    reload_if_changed()
     value = os.environ.get(key)
     if not value:
         raise RuntimeError(f"Missing required env var: {key}")
@@ -26,42 +38,43 @@ def env(key: str) -> str:
 
 @asynccontextmanager
 async def lifespan(app: FastAPI):
+    import asyncio
+
+    singleton = await AgentSingleton.get()
+    await singleton.ensure_initialized()
+
+    async def watch_and_reset():
+        while True:
+            try:
+                if reload_if_changed():
+                    await singleton.reset()
+                    await singleton.ensure_initialized()
+            except Exception:
+                logger.exception("watch_and_reset failed")
+            await asyncio.sleep(5)
+
+    watcher = asyncio.create_task(watch_and_reset())
+
     app.state.youtrack_mcp = await YouTrackMCPClient(
         str(os.getenv('YOUTRACK_MCP_SERVER')),
         str(os.getenv('YOUTRACK_MCP_TOKEN')),
     ).connect()
-    #
-    #
-    # res = await mcp.call_tool(
-    #     "add_issue_comment",
-    #     {"issueId": "ARCH-229", "text": "test"}
-    # )
-    # logger.info(res)
-
-    http_for_attachments = httpx.AsyncClient(
-        headers={"Authorization": f"Bearer {env('YOUTRACK_MCP_TOKEN')}"},
-        proxy=env("HTTPS_PROXY"),
-        timeout=httpx.Timeout(30.0, connect=10.0, read=60.0),
-        follow_redirects=True,
-    )
-
-    app.state.issue_reader_agent = IssueTriageAgent(
-        YouTrackContextBuilder(app.state.youtrack_mcp, http_for_attachments),
-        LLMClient(
-            base_url=env("LLM_ADDRESS"),
-            api_key=env("LLM_API_KEY"),
-            model=env("LLM_MODEL"),
-        ),
-        AgentRegistry(),
-        app.state.youtrack_mcp
-    )
 
     yield
 
     # ---- shutdown ----
+    watcher.cancel()
     await app.state.youtrack_mcp.close()
+
 app = FastAPI(lifespan=lifespan)
 
+
+async def get_agent() -> IssueTriageAgent:
+    singleton = await AgentSingleton.get()
+    await singleton.ensure_initialized()
+    return singleton.agent
+
+
 @app.get("/")
 async def root():
     return {"message": "Hello World"}
@@ -73,8 +86,7 @@ async def say_hello(name: str):
 
 
 @app.get("/consume_task")
-async def decomposing_issue(issue: str):
-    agent: IssueTriageAgent = app.state.issue_reader_agent
+async def decomposing_issue(issue: str, agent: IssueTriageAgent = Depends(get_agent)):
     try:
         logger.info(f"Received an issue: {issue}")
         plan = await agent.plan_issue(issue)
@@ -89,8 +101,7 @@ async def decomposing_issue(issue: str):
         return {"error": str(e)}
 
 @app.get("/code_issue")
-async def code_issue(issue: str):
-    issue_agent: IssueTriageAgent = app.state.issue_reader_agent
+async def code_issue(issue: str, issue_agent: IssueTriageAgent = Depends(get_agent)):
     gitea_mcp_client = GiteaMCPClient()
     coder_agent: CoderAgent = CoderAgent(
         str(os.getenv("CODER_ID")),

requirements.txt

@@ -1,103 +1,18 @@
-a2wsgi==1.10.10
-adbc_driver_manager==1.12.0
-adbc_driver_postgresql==1.12.0
-adbc_driver_sqlite==1.12.0
-aiohttp==3.14.3
-AppKit==0.2.8
-atheris==3.1.0
-beautifulsoup4==4.15.0
-botocore==1.43.102
-brotli==1.2.0
-brotlicffi==1.2.0.2
-cffi==2.1.1
-chardet==7.6.0
-checks==0.2
-ConfigParser==7.2.0
-curio==1.6
-cycler==0.12.1
-Cython==3.3.0
-docutils==0.23
-email_validator==2.3.0
-eval_type_backport==0.4.0
-exceptiongroup==1.3.1
-fastapi_cli==0.0.32
-fastparquet==2026.5.0
-filelock==4.0.3
-Foundation==0.1.0a0.dev1
-fqdn==1.5.1
-fsspec==2026.9.0
-gunicorn==26.2.0
-h2==4.4.1
-HTMLParser==0.0.2
-httptools==0.8.0
-httpx2_jsfetch==1.0
-hypothesis==6.168.1
-importlib_resources==7.1.0
-ipython==9.17.1
-ipywidgets==8.1.9
-isoduration==20.11.0
-itsdangerous==2.2.0
-Jinja2==3.1.6
-jnius==1.1.0
-jsonpath_ng==1.8.0
-jsonpointer==3.1.1
-keyring==25.7.0
-lxml==6.1.3
-MarkupSafe==3.0.3
-matplotlib==3.11.2
-mtrand==0.1
-numexpr==2.14.2
-odfpy==1.4.1
-openpyxl==3.1.5
-outcome==1.3.0.post0
-Pillow==12.3.0
-protobuf==7.36.2
-psutil==7.2.2
-pydantic_extra_types==2.11.1
-pydot==4.0.1
-pygraphviz==2.0.2
-PyInstaller==6.22.3
-pyodide==0.0.2
-pyOpenSSL==26.4.0
-pyperf==2.10.0
-PyQt4==4.11.4
-PyQt5==5.15.11
-pytest==9.1.1
-pytest_run_parallel==0.10.0
-python_bcrypt==0.3.2
-python_calamine==0.8.2
-pyxlsb==1.0.10
-qtpy==2.4.3
-redis==8.1.0
-rfc3339_validator==0.1.4
-rfc3986_validator==0.1.1
-rfc3987==1.3.8
-rfc3987_syntax==1.1.0
-s3fs==2026.9.0
-scipy==1.18.1
-scipy_doctest==2.2.0
-setuptools==84.0.0
-simplejson==4.1.2
-sounddevice==0.5.6
-Sphinx==9.1.0
-SQLAlchemy==2.1.0
-sympy==1.14.0
-threadpoolctl==3.7.0
-toml==0.10.2
-tomlkit==0.15.1
-traitlets==5.16.1
+fastapi==0.141.1
+httpx==0.28.1
+mcp==2.2.0
+mcp_types==2.2.0
+networkx==3.7
+openai==3.19.2
+pandas==3.0.6
+playwright==1.63.0
+pydantic==2.13.5
+python-dotenv==1.2.3
+PyYAML==6.0.3
+Requests==2.34.2
+tree_sitter==0.26.0
 tree_sitter_html==0.23.2
 tree_sitter_javascript==0.25.0
 tree_sitter_python==0.25.0
 tree_sitter_typescript==0.23.2
-typer==0.27.2
-urllib3_secure_extra==0.1.0
-watchfiles==1.3.0
-webcolors==25.10.0
-winloop==0.6.4
-wsproto==1.3.2
-xlrd==2.0.2
-xlsxwriter==3.2.9
-xmlrpclib==1.0.1
-zstandard==0.25.0
-zttp==0.0.34
+uvicorn==0.54.0