init: add project files and ignore secrets

26 files changed, 7294 insertions, 0 deletions

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..d38f77e
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,13 @@
+# Python
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+.Python
+env/
+venv/
+.env
+*.log
+
+# OS
+.DS_Store
diff --git a/backend/app/main.py b/backend/app/main.py
new file mode 100644
index 0000000..48cb89f
--- /dev/null
+++ b/backend/app/main.py
@@ -0,0 +1,85 @@
+from fastapi import FastAPI, HTTPException
+from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import StreamingResponse
+from app.schemas import NodeRunRequest, NodeRunResponse, MergeStrategy, Role, Message, Context
+from app.services.llm import llm_streamer
+from dotenv import load_dotenv
+import os
+
+load_dotenv()
+
+app = FastAPI(title="ContextFlow Backend")
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_credentials=True,
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+@app.get("/")
+def read_root():
+    return {"message": "ContextFlow Backend is running"}
+
+def smart_merge_messages(messages: list[Message]) -> list[Message]:
+    """
+    Merges messages using two steps:
+    1. Deduplication by ID (to handle diamond dependencies).
+    2. Merging consecutive messages from the same role.
+    """
+    if not messages:
+        return []
+
+    # 1. Deduplicate by ID, keeping order
+    seen_ids = set()
+    deduplicated = []
+    for msg in messages:
+        if msg.id not in seen_ids:
+            deduplicated.append(msg)
+            seen_ids.add(msg.id)
+    
+    # 2. Merge consecutive roles
+    if not deduplicated:
+        return []
+        
+    merged = []
+    current_msg = deduplicated[0].model_copy()
+    
+    for next_msg in deduplicated[1:]:
+        if next_msg.role == current_msg.role:
+            # Merge content
+            current_msg.content += f"\n\n{next_msg.content}"
+            # Keep the latest timestamp
+            current_msg.timestamp = next_msg.timestamp
+        else:
+            merged.append(current_msg)
+            current_msg = next_msg.model_copy()
+            
+    merged.append(current_msg)
+    return merged
+
+@app.post("/api/run_node_stream")
+async def run_node_stream(request: NodeRunRequest):
+    """
+    Stream the response from the LLM.
+    """
+    # 1. Concatenate all incoming contexts first
+    raw_messages = []
+    for ctx in request.incoming_contexts:
+        raw_messages.extend(ctx.messages)
+    
+    # 2. Apply Merge Strategy
+    final_messages = []
+    if request.merge_strategy == MergeStrategy.SMART:
+        final_messages = smart_merge_messages(raw_messages)
+    else:
+        # RAW strategy: just keep them as is
+        final_messages = raw_messages
+
+    execution_context = Context(messages=final_messages)
+
+    return StreamingResponse(
+        llm_streamer(execution_context, request.user_prompt, request.config),
+        media_type="text/event-stream"
+    )
diff --git a/backend/app/schemas.py b/backend/app/schemas.py
new file mode 100644
index 0000000..ac90bc1
--- /dev/null
+++ b/backend/app/schemas.py
@@ -0,0 +1,52 @@
+from pydantic import BaseModel, Field
+from typing import List, Optional, Dict, Any, Union
+from enum import Enum
+import time
+
+class Role(str, Enum):
+    USER = "user"
+    ASSISTANT = "assistant"
+    SYSTEM = "system"
+
+class Message(BaseModel):
+    id: str = Field(..., description="Unique ID for the message")
+    role: Role
+    content: str
+    timestamp: float = Field(default_factory=time.time)
+    # Metadata to track where this message came from
+    source_node_id: Optional[str] = None
+    model_used: Optional[str] = None
+
+class Context(BaseModel):
+    messages: List[Message] = []
+
+class ModelProvider(str, Enum):
+    OPENAI = "openai"
+    GOOGLE = "google"
+
+class LLMConfig(BaseModel):
+    provider: ModelProvider
+    model_name: str
+    temperature: float = 0.7
+    max_tokens: int = 1000
+    system_prompt: Optional[str] = None
+    api_key: Optional[str] = None  # Optional override, usually from env
+
+class MergeStrategy(str, Enum):
+    RAW = "raw"
+    SMART = "smart"
+
+class NodeRunRequest(BaseModel):
+    node_id: str
+    incoming_contexts: List[Context] = []
+    user_prompt: str
+    config: LLMConfig
+    merge_strategy: MergeStrategy = MergeStrategy.SMART
+    
+class NodeRunResponse(BaseModel):
+    node_id: str
+    output_context: Context
+    response_content: str
+    raw_response: Optional[Dict[str, Any]] = None
+    usage: Optional[Dict[str, Any]] = None
+
diff --git a/backend/app/services/llm.py b/backend/app/services/llm.py
new file mode 100644
index 0000000..958ab4c
--- /dev/null
+++ b/backend/app/services/llm.py
@@ -0,0 +1,116 @@
+import os
+from typing import AsyncGenerator
+import openai
+import google.generativeai as genai
+from app.schemas import LLMConfig, Message, Role, Context
+
+# Simple in-memory cache for clients to avoid re-initializing constantly
+# In a real app, use dependency injection or singletons
+_openai_client = None
+
+def get_openai_client(api_key: str = None):
+    global _openai_client
+    key = api_key or os.getenv("OPENAI_API_KEY")
+    if not key:
+        raise ValueError("OpenAI API Key not found")
+    if not _openai_client:
+        _openai_client = openai.AsyncOpenAI(api_key=key)
+    return _openai_client
+
+def configure_google(api_key: str = None):
+    key = api_key or os.getenv("GOOGLE_API_KEY")
+    if not key:
+        raise ValueError("Google API Key not found")
+    genai.configure(api_key=key)
+
+async def stream_openai(messages: list[Message], config: LLMConfig) -> AsyncGenerator[str, None]:
+    client = get_openai_client(config.api_key)
+    
+    # Convert internal Message schema to OpenAI format
+    openai_messages = []
+    if config.system_prompt:
+        openai_messages.append({"role": "system", "content": config.system_prompt})
+    
+    for msg in messages:
+        openai_messages.append({"role": msg.role.value, "content": msg.content})
+
+    stream = await client.chat.completions.create(
+        model=config.model_name,
+        messages=openai_messages,
+        temperature=config.temperature,
+        max_tokens=config.max_tokens,
+        stream=True
+    )
+
+    async for chunk in stream:
+        if chunk.choices[0].delta.content:
+            yield chunk.choices[0].delta.content
+
+async def stream_google(messages: list[Message], config: LLMConfig) -> AsyncGenerator[str, None]:
+    configure_google(config.api_key)
+    model = genai.GenerativeModel(config.model_name)
+    
+    # Google Generative AI history format:
+    # [{"role": "user", "parts": ["..."]}, {"role": "model", "parts": ["..."]}]
+    # System prompt is usually set on model init or prepended.
+    
+    history = []
+    # If system prompt exists, we might prepend it to the first user message or use specific system instruction if supported
+    # Gemini 1.5 Pro supports system instructions. For simplicity, let's prepend to history if possible or context.
+    
+    system_instruction = config.system_prompt
+    if system_instruction:
+         model = genai.GenerativeModel(config.model_name, system_instruction=system_instruction)
+
+    # Convert messages
+    # Note: Gemini strictly requires user/model alternation in history usually.
+    # We will need to handle this. For MVP, we assume the input is clean or we blindly map.
+    for msg in messages:
+        role = "user" if msg.role == Role.USER else "model"
+        history.append({"role": role, "parts": [msg.content]})
+
+    # The last message should be the prompt, strictly speaking, `chat.send_message` takes the new message
+    # But if we are treating everything as history...
+    # Let's separate the last user message as the prompt if possible.
+    
+    if history and history[-1]["role"] == "user":
+        last_msg = history.pop()
+        chat = model.start_chat(history=history)
+        response_stream = await chat.send_message_async(last_msg["parts"][0], stream=True)
+    else:
+        # If the last message is not user, we might be in a weird state.
+        # Just send an empty prompt or handle error? 
+        # For now, assume the user always provides a prompt in the node.
+        chat = model.start_chat(history=history)
+        response_stream = await chat.send_message_async("...", stream=True) # Fallback
+
+    async for chunk in response_stream:
+        if chunk.text:
+            yield chunk.text
+
+async def llm_streamer(context: Context, user_prompt: str, config: LLMConfig) -> AsyncGenerator[str, None]:
+    # 1. Merge Context + New User Prompt
+    # We create a temporary list of messages for this inference
+    messages_to_send = context.messages.copy()
+    
+    # If user_prompt is provided (it should be for a Question Block)
+    if user_prompt.strip():
+        messages_to_send.append(Message(
+            id="temp_user_prompt", # ID doesn't matter for the API call
+            role=Role.USER,
+            content=user_prompt
+        ))
+    
+    # 2. Call Provider
+    try:
+        if config.provider == "openai":
+            async for chunk in stream_openai(messages_to_send, config):
+                yield chunk
+        elif config.provider == "google":
+            async for chunk in stream_google(messages_to_send, config):
+                yield chunk
+        else:
+            yield f"Error: Unsupported provider {config.provider}"
+    except Exception as e:
+        yield f"Error calling LLM: {str(e)}"
+
diff --git a/backend/requirements.txt b/backend/requirements.txt
new file mode 100644
index 0000000..545f6b7
--- /dev/null
+++ b/backend/requirements.txt
@@ -0,0 +1,8 @@
+fastapi
+uvicorn
+pydantic
+openai
+google-generativeai
+python-dotenv
+httpx
+
diff --git a/frontend/.gitignore b/frontend/.gitignore
new file mode 100644
index 0000000..3b0b403
--- /dev/null
+++ b/frontend/.gitignore
@@ -0,0 +1,26 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
+
+.env
\ No newline at end of file
diff --git a/frontend/README.md b/frontend/README.md
new file mode 100644
index 0000000..d2e7761
--- /dev/null
+++ b/frontend/README.md
@@ -0,0 +1,73 @@
+# React + TypeScript + Vite
+
+This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
+
+Currently, two official plugins are available:
+
+- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
+- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
+
+## React Compiler
+
+The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
+
+## Expanding the ESLint configuration
+
+If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
+
+```js
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+
+      // Remove tseslint.configs.recommended and replace with this
+      tseslint.configs.recommendedTypeChecked,
+      // Alternatively, use this for stricter rules
+      tseslint.configs.strictTypeChecked,
+      // Optionally, add this for stylistic rules
+      tseslint.configs.stylisticTypeChecked,
+
+      // Other configs...
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
+
+You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
+
+```js
+// eslint.config.js
+import reactX from 'eslint-plugin-react-x'
+import reactDom from 'eslint-plugin-react-dom'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      // Other configs...
+      // Enable lint rules for React
+      reactX.configs['recommended-typescript'],
+      // Enable lint rules for React DOM
+      reactDom.configs.recommended,
+    ],
+    languageOptions: {
+      parserOptions: {
+        project: ['./tsconfig.node.json', './tsconfig.app.json'],
+        tsconfigRootDir: import.meta.dirname,
+      },
+      // other options...
+    },
+  },
+])
+```
diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js
new file mode 100644
index 0000000..5e6b472
--- /dev/null
+++ b/frontend/eslint.config.js
@@ -0,0 +1,23 @@
+import js from '@eslint/js'
+import globals from 'globals'
+import reactHooks from 'eslint-plugin-react-hooks'
+import reactRefresh from 'eslint-plugin-react-refresh'
+import tseslint from 'typescript-eslint'
+import { defineConfig, globalIgnores } from 'eslint/config'
+
+export default defineConfig([
+  globalIgnores(['dist']),
+  {
+    files: ['**/*.{ts,tsx}'],
+    extends: [
+      js.configs.recommended,
+      tseslint.configs.recommended,
+      reactHooks.configs.flat.recommended,
+      reactRefresh.configs.vite,
+    ],
+    languageOptions: {
+      ecmaVersion: 2020,
+      globals: globals.browser,
+    },
+  },
+])
diff --git a/frontend/index.html b/frontend/index.html
new file mode 100644
index 0000000..072a57e
--- /dev/null
+++ b/frontend/index.html
@@ -0,0 +1,13 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>frontend</title>
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
new file mode 100644
index 0000000..8cf5871
--- /dev/null
+++ b/frontend/package-lock.json
@@ -0,0 +1,5696 @@
+{
+  "name": "frontend",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "frontend",
+      "version": "0.0.0",
+      "dependencies": {
+        "lucide-react": "^0.556.0",
+        "react": "^19.2.0",
+        "react-dom": "^19.2.0",
+        "react-markdown": "^10.1.0",
+        "reactflow": "^11.11.4",
+        "zustand": "^5.0.9"
+      },
+      "devDependencies": {
+        "@eslint/js": "^9.39.1",
+        "@types/node": "^24.10.1",
+        "@types/react": "^19.2.5",
+        "@types/react-dom": "^19.2.3",
+        "@vitejs/plugin-react": "^5.1.1",
+        "autoprefixer": "^10.4.18",
+        "eslint": "^9.39.1",
+        "eslint-plugin-react-hooks": "^7.0.1",
+        "eslint-plugin-react-refresh": "^0.4.24",
+        "globals": "^16.5.0",
+        "postcss": "^8.4.35",
+        "tailwindcss": "^3.4.17",
+        "typescript": "~5.9.3",
+        "typescript-eslint": "^8.46.4",
+        "vite": "^7.2.4"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
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+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@babel/code-frame": {
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+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
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+      "dev": true,
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.27.1",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.28.5",
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+      "dev": true,
+      "engines": {
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+    "node_modules/@babel/core": {
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+      "dependencies": {
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+        "@babel/helper-compilation-targets": "^7.27.2",
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+        "@babel/template": "^7.27.2",
+        "@babel/traverse": "^7.28.5",
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+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "node_modules/@babel/generator": {
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+      "dependencies": {
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+        "jsesc": "^3.0.2"
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+        "lru-cache": "^5.1.1",
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+      "dependencies": {
+        "@babel/traverse": "^7.27.1",
+        "@babel/types": "^7.27.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-module-transforms": {
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+      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.28.3.tgz",
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+      "dev": true,
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+      "integrity": "sha512-3Ybi1tAuwAP9s0r1UQ2J4n5Y0G05bJkpUIO0/bI9MhwmD70S5aTWbXGBwxHrelT+XM1k6dM0pk+SwNkpTRN7Pg==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/postcss/"
+        },
+        {
+          "type": "tidelift",
+          "url": "https://tidelift.com/funding/github/npm/postcss"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/ai"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "nanoid": "^3.3.11",
+        "picocolors": "^1.1.1",
+        "source-map-js": "^1.2.1"
+      },
+      "engines": {
+        "node": "^10 || ^12 || >=14"
+      }
+    },
+    "node_modules/which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/word-wrap": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true
+    },
+    "node_modules/yaml": {
+      "version": "2.8.2",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.2.tgz",
+      "integrity": "sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/eemeli"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "4.1.13",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.13.tgz",
+      "integrity": "sha512-AvvthqfqrAhNH9dnfmrfKzX5upOdjUVJYFqNSlkmGf64gRaTzlPwz99IHYnVs28qYAybvAlBV+H7pn0saFY4Ig==",
+      "dev": true,
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-validation-error": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/zod-validation-error/-/zod-validation-error-4.0.2.tgz",
+      "integrity": "sha512-Q6/nZLe6jxuU80qb/4uJ4t5v2VEZ44lzQjPDhYJNztRQ4wyWc6VF3D3Kb/fAuPetZQnhS3hnajCf9CsWesghLQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=18.0.0"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.0 || ^4.0.0"
+      }
+    },
+    "node_modules/zustand": {
+      "version": "5.0.9",
+      "resolved": "https://registry.npmjs.org/zustand/-/zustand-5.0.9.tgz",
+      "integrity": "sha512-ALBtUj0AfjJt3uNRQoL1tL2tMvj6Gp/6e39dnfT6uzpelGru8v1tPOGBzayOWbPJvujM8JojDk3E1LxeFisBNg==",
+      "engines": {
+        "node": ">=12.20.0"
+      },
+      "peerDependencies": {
+        "@types/react": ">=18.0.0",
+        "immer": ">=9.0.6",
+        "react": ">=18.0.0",
+        "use-sync-external-store": ">=1.2.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/react": {
+          "optional": true
+        },
+        "immer": {
+          "optional": true
+        },
+        "react": {
+          "optional": true
+        },
+        "use-sync-external-store": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/zwitch": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    }
+  }
+}
diff --git a/frontend/package.json b/frontend/package.json
new file mode 100644
index 0000000..4169f9a
--- /dev/null
+++ b/frontend/package.json
@@ -0,0 +1,37 @@
+{
+  "name": "frontend",
+  "private": true,
+  "version": "0.0.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc -b && vite build",
+    "lint": "eslint .",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "lucide-react": "^0.556.0",
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0",
+    "react-markdown": "^10.1.0",
+    "reactflow": "^11.11.4",
+    "zustand": "^5.0.9"
+  },
+  "devDependencies": {
+    "@eslint/js": "^9.39.1",
+    "@types/node": "^24.10.1",
+    "@types/react": "^19.2.5",
+    "@types/react-dom": "^19.2.3",
+    "@vitejs/plugin-react": "^5.1.1",
+    "autoprefixer": "^10.4.18",
+    "eslint": "^9.39.1",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-plugin-react-refresh": "^0.4.24",
+    "globals": "^16.5.0",
+    "postcss": "^8.4.35",
+    "tailwindcss": "^3.4.17",
+    "typescript": "~5.9.3",
+    "typescript-eslint": "^8.46.4",
+    "vite": "^7.2.4"
+  }
+}
diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js
new file mode 100644
index 0000000..2e7af2b
--- /dev/null
+++ b/frontend/postcss.config.js
@@ -0,0 +1,6 @@
+export default {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+}
diff --git a/frontend/public/vite.svg b/frontend/public/vite.svg
new file mode 100644
index 0000000..e7b8dfb
--- /dev/null
+++ b/frontend/public/vite.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>
\ No newline at end of file
diff --git a/frontend/src/App.css b/frontend/src/App.css
new file mode 100644
index 0000000..b9d355d
--- /dev/null
+++ b/frontend/src/App.css
@@ -0,0 +1,42 @@
+#root {
+  max-width: 1280px;
+  margin: 0 auto;
+  padding: 2rem;
+  text-align: center;
+}
+
+.logo {
+  height: 6em;
+  padding: 1.5em;
+  will-change: filter;
+  transition: filter 300ms;
+}
+.logo:hover {
+  filter: drop-shadow(0 0 2em #646cffaa);
+}
+.logo.react:hover {
+  filter: drop-shadow(0 0 2em #61dafbaa);
+}
+
+@keyframes logo-spin {
+  from {
+    transform: rotate(0deg);
+  }
+  to {
+    transform: rotate(360deg);
+  }
+}
+
+@media (prefers-reduced-motion: no-preference) {
+  a:nth-of-type(2) .logo {
+    animation: logo-spin infinite 20s linear;
+  }
+}
+
+.card {
+  padding: 2em;
+}
+
+.read-the-docs {
+  color: #888;
+}
diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx
new file mode 100644
index 0000000..1eaafec
--- /dev/null
+++ b/frontend/src/App.tsx
@@ -0,0 +1,138 @@
+import { useCallback, useRef } from 'react';
+import ReactFlow, { 
+  Background, 
+  Controls, 
+  MiniMap, 
+  ReactFlowProvider,
+  Panel,
+  useReactFlow
+} from 'reactflow';
+import 'reactflow/dist/style.css';
+import useFlowStore from './store/flowStore';
+import LLMNode from './components/nodes/LLMNode';
+import Sidebar from './components/Sidebar';
+import { Plus } from 'lucide-react';
+
+const nodeTypes = {
+  llmNode: LLMNode,
+};
+
+function Flow() {
+  const { 
+    nodes, 
+    edges, 
+    onNodesChange, 
+    onEdgesChange, 
+    onConnect, 
+    addNode,
+    setSelectedNode 
+  } = useFlowStore();
+
+  const reactFlowWrapper = useRef<HTMLDivElement>(null);
+  const { project } = useReactFlow();
+
+  const handleAddNode = () => {
+    const id = `node_${Date.now()}`;
+    addNode({
+      id,
+      type: 'llmNode',
+      position: { x: Math.random() * 400, y: Math.random() * 400 },
+      data: { 
+        label: 'New Question', 
+        model: 'gpt-4o', 
+        temperature: 0.7,
+        systemPrompt: '',
+        userPrompt: '',
+        mergeStrategy: 'smart',
+        messages: [],
+        traces: [],
+        outgoingTraces: [],
+        forkedTraces: [],
+        response: '',
+        status: 'idle',
+        inputs: 1
+      },
+    });
+  };
+
+  const onNodeClick = (_: any, node: any) => {
+    setSelectedNode(node.id);
+  };
+
+  const onPaneClick = () => {
+    setSelectedNode(null);
+  };
+
+  const onPaneContextMenu = (event: React.MouseEvent) => {
+     event.preventDefault();
+     const bounds = reactFlowWrapper.current?.getBoundingClientRect();
+     if (!bounds) return;
+     
+     const position = project({
+       x: event.clientX - bounds.left,
+       y: event.clientY - bounds.top
+     });
+
+     const id = `node_${Date.now()}`;
+     addNode({
+      id,
+      type: 'llmNode',
+      position,
+      data: { 
+        label: 'New Question', 
+        model: 'gpt-4o', 
+        temperature: 0.7,
+        systemPrompt: '',
+        userPrompt: '',
+        mergeStrategy: 'smart',
+        messages: [],
+        traces: [],
+        outgoingTraces: [],
+        forkedTraces: [],
+        response: '',
+        status: 'idle',
+        inputs: 1
+      },
+    });
+  };
+
+  return (
+    <div style={{ width: '100vw', height: '100vh', display: 'flex' }}>
+      <div style={{ flex: 1, height: '100%' }} ref={reactFlowWrapper}>
+        <ReactFlow
+          nodes={nodes}
+          edges={edges}
+          onNodesChange={onNodesChange}
+          onEdgesChange={onEdgesChange}
+          onConnect={onConnect}
+          nodeTypes={nodeTypes}
+          onNodeClick={onNodeClick}
+          onPaneClick={onPaneClick}
+          onPaneContextMenu={onPaneContextMenu} // Use Right Click to add node for now
+          fitView
+        >
+          <Background color="#aaa" gap={16} />
+          <Controls />
+          <MiniMap />
+          <Panel position="top-left">
+            <button 
+              onClick={handleAddNode}
+              className="bg-white px-4 py-2 rounded-md shadow-md font-medium text-gray-700 hover:bg-gray-50 flex items-center gap-2"
+            >
+              <Plus size={16} /> Add Block
+            </button>
+          </Panel>
+        </ReactFlow>
+      </div>
+      <Sidebar />
+    </div>
+  );
+}
+
+export default function App() {
+  return (
+    <ReactFlowProvider>
+      <Flow />
+    </ReactFlowProvider>
+  );
+}
diff --git a/frontend/src/assets/react.svg b/frontend/src/assets/react.svg
new file mode 100644
index 0000000..6c87de9
--- /dev/null
+++ b/frontend/src/assets/react.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="35.93" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 228"><path fill="#00D8FF" d="M210.483 73.824a171.49 171.49 0 0 0-8.24-2.597c.465-1.9.893-3.777 1.273-5.621c6.238-30.281 2.16-54.676-11.769-62.708c-13.355-7.7-35.196.329-57.254 19.526a171.23 171.23 0 0 0-6.375 5.848a155.866 155.866 0 0 0-4.241-3.917C100.759 3.829 77.587-4.822 63.673 3.233C50.33 10.957 46.379 33.89 51.995 62.588a170.974 170.974 0 0 0 1.892 8.48c-3.28.932-6.445 1.924-9.474 2.98C17.309 83.498 0 98.307 0 113.668c0 15.865 18.582 31.778 46.812 41.427a145.52 145.52 0 0 0 6.921 2.165a167.467 167.467 0 0 0-2.01 9.138c-5.354 28.2-1.173 50.591 12.134 58.266c13.744 7.926 36.812-.22 59.273-19.855a145.567 145.567 0 0 0 5.342-4.923a168.064 168.064 0 0 0 6.92 6.314c21.758 18.722 43.246 26.282 56.54 18.586c13.731-7.949 18.194-32.003 12.4-61.268a145.016 145.016 0 0 0-1.535-6.842c1.62-.48 3.21-.974 4.76-1.488c29.348-9.723 48.443-25.443 48.443-41.52c0-15.417-17.868-30.326-45.517-39.844Zm-6.365 70.984c-1.4.463-2.836.91-4.3 1.345c-3.24-10.257-7.612-21.163-12.963-32.432c5.106-11 9.31-21.767 12.459-31.957c2.619.758 5.16 1.557 7.61 2.4c23.69 8.156 38.14 20.213 38.14 29.504c0 9.896-15.606 22.743-40.946 31.14Zm-10.514 20.834c2.562 12.94 2.927 24.64 1.23 33.787c-1.524 8.219-4.59 13.698-8.382 15.893c-8.067 4.67-25.32-1.4-43.927-17.412a156.726 156.726 0 0 1-6.437-5.87c7.214-7.889 14.423-17.06 21.459-27.246c12.376-1.098 24.068-2.894 34.671-5.345a134.17 134.17 0 0 1 1.386 6.193ZM87.276 214.515c-7.882 2.783-14.16 2.863-17.955.675c-8.075-4.657-11.432-22.636-6.853-46.752a156.923 156.923 0 0 1 1.869-8.499c10.486 2.32 22.093 3.988 34.498 4.994c7.084 9.967 14.501 19.128 21.976 27.15a134.668 134.668 0 0 1-4.877 4.492c-9.933 8.682-19.886 14.842-28.658 17.94ZM50.35 144.747c-12.483-4.267-22.792-9.812-29.858-15.863c-6.35-5.437-9.555-10.836-9.555-15.216c0-9.322 13.897-21.212 37.076-29.293c2.813-.98 5.757-1.905 8.812-2.773c3.204 10.42 7.406 21.315 12.477 32.332c-5.137 11.18-9.399 22.249-12.634 32.792a134.718 134.718 0 0 1-6.318-1.979Zm12.378-84.26c-4.811-24.587-1.616-43.134 6.425-47.789c8.564-4.958 27.502 2.111 47.463 19.835a144.318 144.318 0 0 1 3.841 3.545c-7.438 7.987-14.787 17.08-21.808 26.988c-12.04 1.116-23.565 2.908-34.161 5.309a160.342 160.342 0 0 1-1.76-7.887Zm110.427 27.268a347.8 347.8 0 0 0-7.785-12.803c8.168 1.033 15.994 2.404 23.343 4.08c-2.206 7.072-4.956 14.465-8.193 22.045a381.151 381.151 0 0 0-7.365-13.322Zm-45.032-43.861c5.044 5.465 10.096 11.566 15.065 18.186a322.04 322.04 0 0 0-30.257-.006c4.974-6.559 10.069-12.652 15.192-18.18ZM82.802 87.83a323.167 323.167 0 0 0-7.227 13.238c-3.184-7.553-5.909-14.98-8.134-22.152c7.304-1.634 15.093-2.97 23.209-3.984a321.524 321.524 0 0 0-7.848 12.897Zm8.081 65.352c-8.385-.936-16.291-2.203-23.593-3.793c2.26-7.3 5.045-14.885 8.298-22.6a321.187 321.187 0 0 0 7.257 13.246c2.594 4.48 5.28 8.868 8.038 13.147Zm37.542 31.03c-5.184-5.592-10.354-11.779-15.403-18.433c4.902.192 9.899.29 14.978.29c5.218 0 10.376-.117 15.453-.343c-4.985 6.774-10.018 12.97-15.028 18.486Zm52.198-57.817c3.422 7.8 6.306 15.345 8.596 22.52c-7.422 1.694-15.436 3.058-23.88 4.071a382.417 382.417 0 0 0 7.859-13.026a347.403 347.403 0 0 0 7.425-13.565Zm-16.898 8.101a358.557 358.557 0 0 1-12.281 19.815a329.4 329.4 0 0 1-23.444.823c-7.967 0-15.716-.248-23.178-.732a310.202 310.202 0 0 1-12.513-19.846h.001a307.41 307.41 0 0 1-10.923-20.627a310.278 310.278 0 0 1 10.89-20.637l-.001.001a307.318 307.318 0 0 1 12.413-19.761c7.613-.576 15.42-.876 23.31-.876H128c7.926 0 15.743.303 23.354.883a329.357 329.357 0 0 1 12.335 19.695a358.489 358.489 0 0 1 11.036 20.54a329.472 329.472 0 0 1-11 20.722Zm22.56-122.124c8.572 4.944 11.906 24.881 6.52 51.026c-.344 1.668-.73 3.367-1.15 5.09c-10.622-2.452-22.155-4.275-34.23-5.408c-7.034-10.017-14.323-19.124-21.64-27.008a160.789 160.789 0 0 1 5.888-5.4c18.9-16.447 36.564-22.941 44.612-18.3ZM128 90.808c12.625 0 22.86 10.235 22.86 22.86s-10.235 22.86-22.86 22.86s-22.86-10.235-22.86-22.86s10.235-22.86 22.86-22.86Z"></path></svg>
\ No newline at end of file
diff --git a/frontend/src/components/Sidebar.tsx b/frontend/src/components/Sidebar.tsx
new file mode 100644
index 0000000..f62f3cb
--- /dev/null
+++ b/frontend/src/components/Sidebar.tsx
@@ -0,0 +1,320 @@
+import React, { useState, useEffect } from 'react';
+import useFlowStore from '../store/flowStore';
+import type { NodeData } from '../store/flowStore';
+import ReactMarkdown from 'react-markdown';
+import { Play, Settings, Info, Save } from 'lucide-react';
+
+const Sidebar = () => {
+  const { nodes, selectedNodeId, updateNodeData, getActiveContext } = useFlowStore();
+  const [activeTab, setActiveTab] = useState<'interact' | 'settings' | 'debug'>('interact');
+  const [streamBuffer, setStreamBuffer] = useState('');
+
+  const selectedNode = nodes.find((n) => n.id === selectedNodeId);
+
+  // Reset stream buffer when node changes
+  useEffect(() => {
+    setStreamBuffer('');
+  }, [selectedNodeId]);
+
+  if (!selectedNode) {
+    return (
+      <div className="w-96 border-l border-gray-200 h-screen p-4 bg-gray-50 text-gray-500 text-center flex flex-col justify-center">
+        <p>Select a node to edit</p>
+      </div>
+    );
+  }
+
+  const handleRun = async () => {
+    if (!selectedNode) return;
+    
+    updateNodeData(selectedNode.id, { status: 'loading', response: '' });
+    setStreamBuffer('');
+
+    // Use getActiveContext which respects the user's selected traces
+    const context = getActiveContext(selectedNode.id);
+    
+    try {
+      const response = await fetch('http://localhost:8000/api/run_node_stream', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          node_id: selectedNode.id,
+          incoming_contexts: [{ messages: context }], // Simple list wrap for now
+          user_prompt: selectedNode.data.userPrompt,
+          merge_strategy: selectedNode.data.mergeStrategy || 'smart',
+          config: {
+            provider: selectedNode.data.model.includes('gpt') ? 'openai' : 'google',
+            model_name: selectedNode.data.model,
+            temperature: selectedNode.data.temperature,
+            system_prompt: selectedNode.data.systemPrompt,
+            api_key: selectedNode.data.apiKey,
+          }
+        })
+      });
+
+      if (!response.body) return;
+      const reader = response.body.getReader();
+      const decoder = new TextDecoder();
+      let fullResponse = '';
+
+      while (true) {
+        const { value, done } = await reader.read();
+        if (done) break;
+        const chunk = decoder.decode(value);
+        fullResponse += chunk;
+        setStreamBuffer(prev => prev + chunk);
+        // We update the store less frequently or at the end to avoid too many re-renders
+        // But for "live" feel we might want to update local state `streamBuffer` and sync to store at end
+      }
+      
+      // Update final state
+      // Append the new interaction to the node's output messages
+      const newUserMsg = { 
+        id: `msg_${Date.now()}_u`,
+        role: 'user', 
+        content: selectedNode.data.userPrompt 
+      };
+      const newAssistantMsg = { 
+        id: `msg_${Date.now()}_a`,
+        role: 'assistant', 
+        content: fullResponse 
+      };
+      
+      updateNodeData(selectedNode.id, { 
+        status: 'success', 
+        response: fullResponse,
+        messages: [...context, newUserMsg, newAssistantMsg] as any 
+      });
+
+    } catch (error) {
+      console.error(error);
+      updateNodeData(selectedNode.id, { status: 'error' });
+    }
+  };
+
+  const handleChange = (field: keyof NodeData, value: any) => {
+    updateNodeData(selectedNode.id, { [field]: value });
+  };
+
+  return (
+    <div className="w-96 border-l border-gray-200 h-screen flex flex-col bg-white shadow-xl z-10">
+      {/* Header */}
+      <div className="p-4 border-b border-gray-200 bg-gray-50">
+        <input 
+          type="text" 
+          value={selectedNode.data.label}
+          onChange={(e) => handleChange('label', e.target.value)}
+          className="font-bold text-lg bg-transparent border-none focus:ring-0 focus:outline-none w-full"
+        />
+        <div className="flex items-center justify-between mt-1">
+          <div className="text-xs px-2 py-1 bg-blue-100 text-blue-700 rounded uppercase">
+            {selectedNode.data.status}
+          </div>
+          <div className="text-xs text-gray-500">
+             ID: {selectedNode.id}
+          </div>
+        </div>
+      </div>
+
+      {/* Tabs */}
+      <div className="flex border-b border-gray-200">
+        <button 
+          onClick={() => setActiveTab('interact')}
+          className={`flex-1 p-3 text-sm flex justify-center items-center gap-2 ${activeTab === 'interact' ? 'border-b-2 border-blue-500 text-blue-600 font-medium' : 'text-gray-600 hover:bg-gray-50'}`}
+        >
+          <Play size={16} /> Interact
+        </button>
+        <button 
+          onClick={() => setActiveTab('settings')}
+          className={`flex-1 p-3 text-sm flex justify-center items-center gap-2 ${activeTab === 'settings' ? 'border-b-2 border-blue-500 text-blue-600 font-medium' : 'text-gray-600 hover:bg-gray-50'}`}
+        >
+          <Settings size={16} /> Settings
+        </button>
+        <button 
+          onClick={() => setActiveTab('debug')}
+          className={`flex-1 p-3 text-sm flex justify-center items-center gap-2 ${activeTab === 'debug' ? 'border-b-2 border-blue-500 text-blue-600 font-medium' : 'text-gray-600 hover:bg-gray-50'}`}
+        >
+          <Info size={16} /> Debug
+        </button>
+      </div>
+
+      {/* Content */}
+      <div className="flex-1 overflow-y-auto p-4">
+        {activeTab === 'interact' && (
+          <div className="space-y-4">
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Model</label>
+              <select 
+                value={selectedNode.data.model} 
+                onChange={(e) => handleChange('model', e.target.value)}
+                className="w-full border border-gray-300 rounded-md p-2 text-sm"
+              >
+                <option value="gpt-4o">GPT-4o</option>
+                <option value="gpt-4o-mini">GPT-4o Mini</option>
+                <option value="gemini-1.5-pro">Gemini 1.5 Pro</option>
+                <option value="gemini-1.5-flash">Gemini 1.5 Flash</option>
+              </select>
+            </div>
+
+            {/* Trace Selector */}
+            {selectedNode.data.traces && selectedNode.data.traces.length > 0 && (
+              <div className="bg-gray-50 p-2 rounded border border-gray-200">
+                <label className="block text-xs font-bold text-gray-500 mb-2 uppercase">Select Context Traces</label>
+                <div className="space-y-1 max-h-[150px] overflow-y-auto">
+                  {selectedNode.data.traces.map((trace) => {
+                    const isActive = selectedNode.data.activeTraceIds?.includes(trace.id);
+                    return (
+                      <div key={trace.id} className="flex items-start gap-2 text-sm p-1 hover:bg-white rounded cursor-pointer"
+                           onClick={() => {
+                             const current = selectedNode.data.activeTraceIds || [];
+                             const next = [trace.id]; // Single select mode
+                             handleChange('activeTraceIds', next);
+                           }}
+                      >
+                        <input 
+                          type="radio" 
+                          checked={isActive || false}
+                          readOnly
+                          className="mt-1"
+                        />
+                        <div className="flex-1">
+                           <div className="flex items-center gap-2">
+                             <div className="w-2 h-2 rounded-full" style={{ backgroundColor: trace.color }}></div>
+                             <span className="font-mono text-xs text-gray-400">#{trace.id.slice(-4)}</span>
+                           </div>
+                           <div className="text-xs text-gray-600 truncate">
+                             From Node: {trace.sourceNodeId}
+                           </div>
+                           <div className="text-[10px] text-gray-400">
+                             {trace.messages.length} msgs
+                           </div>
+                        </div>
+                      </div>
+                    );
+                  })}
+                </div>
+              </div>
+            )}
+
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">User Prompt</label>
+              <textarea 
+                value={selectedNode.data.userPrompt}
+                onChange={(e) => handleChange('userPrompt', e.target.value)}
+                className="w-full border border-gray-300 rounded-md p-2 text-sm min-h-[100px]"
+                placeholder="Type your message here..."
+              />
+            </div>
+
+            <button 
+              onClick={handleRun}
+              disabled={selectedNode.data.status === 'loading'}
+              className="w-full bg-blue-600 text-white py-2 px-4 rounded-md hover:bg-blue-700 disabled:bg-blue-300 flex items-center justify-center gap-2"
+            >
+              {selectedNode.data.status === 'loading' ? <Loader2 className="animate-spin" size={16} /> : <Play size={16} />}
+              Run Node
+            </button>
+
+            <div className="mt-6">
+              <label className="block text-sm font-medium text-gray-700 mb-2">Response</label>
+              <div className="bg-gray-50 p-3 rounded-md border border-gray-200 min-h-[150px] text-sm prose prose-sm max-w-none">
+                <ReactMarkdown>{selectedNode.data.response || streamBuffer}</ReactMarkdown>
+              </div>
+            </div>
+          </div>
+        )}
+
+        {activeTab === 'settings' && (
+          <div className="space-y-4">
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Merge Strategy</label>
+              <select 
+                value={selectedNode.data.mergeStrategy || 'smart'} 
+                onChange={(e) => handleChange('mergeStrategy', e.target.value)}
+                className="w-full border border-gray-300 rounded-md p-2 text-sm"
+              >
+                <option value="smart">Smart (Auto-merge roles)</option>
+                <option value="raw">Raw (Concatenate)</option>
+              </select>
+              <p className="text-xs text-gray-500 mt-1">
+                Smart merge combines consecutive messages from the same role to avoid API errors.
+              </p>
+            </div>
+
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Temperature ({selectedNode.data.temperature})</label>
+              <input 
+                type="range" 
+                min="0" 
+                max="2" 
+                step="0.1"
+                value={selectedNode.data.temperature}
+                onChange={(e) => handleChange('temperature', parseFloat(e.target.value))}
+                className="w-full"
+              />
+            </div>
+            
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">API Key (Optional)</label>
+              <input 
+                type="password"
+                value={selectedNode.data.apiKey || ''}
+                onChange={(e) => handleChange('apiKey', e.target.value)}
+                className="w-full border border-gray-300 rounded-md p-2 text-sm"
+                placeholder="Leave empty to use backend env var"
+              />
+            </div>
+            
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">System Prompt Override</label>
+              <textarea 
+                value={selectedNode.data.systemPrompt}
+                onChange={(e) => handleChange('systemPrompt', e.target.value)}
+                className="w-full border border-gray-300 rounded-md p-2 text-sm min-h-[100px] font-mono"
+                placeholder="Global system prompt will be used if empty..."
+              />
+            </div>
+          </div>
+        )}
+
+        {activeTab === 'debug' && (
+          <div className="space-y-4">
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Active Context (Sent to LLM)</label>
+              <pre className="bg-gray-900 text-gray-100 p-2 rounded text-xs overflow-x-auto">
+                {JSON.stringify(getActiveContext(selectedNode.id), null, 2)}
+              </pre>
+            </div>
+            <div>
+              <label className="block text-sm font-medium text-gray-700 mb-1">Node Traces (Incoming)</label>
+              <pre className="bg-gray-900 text-gray-100 p-2 rounded text-xs overflow-x-auto">
+                {JSON.stringify(selectedNode.data.traces, null, 2)}
+              </pre>
+            </div>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+};
+
+// Helper component for icon
+const Loader2 = ({ className, size }: { className?: string, size?: number }) => (
+  <svg 
+    xmlns="http://www.w3.org/2000/svg" 
+    width={size || 24} 
+    height={size || 24} 
+    viewBox="0 0 24 24" 
+    fill="none" 
+    stroke="currentColor" 
+    strokeWidth="2" 
+    strokeLinecap="round" 
+    strokeLinejoin="round" 
+    className={className}
+  >
+    <path d="M21 12a9 9 0 1 1-6.219-8.56" />
+  </svg>
+);
+
+export default Sidebar;
+
diff --git a/frontend/src/components/nodes/LLMNode.tsx b/frontend/src/components/nodes/LLMNode.tsx
new file mode 100644
index 0000000..cdd402c
--- /dev/null
+++ b/frontend/src/components/nodes/LLMNode.tsx
@@ -0,0 +1,139 @@
+import { useEffect } from 'react';
+import { Handle, Position, type NodeProps, useUpdateNodeInternals, useEdges } from 'reactflow';
+import type { NodeData } from '../../store/flowStore';
+import { Loader2, MessageSquare } from 'lucide-react';
+import useFlowStore from '../../store/flowStore';
+
+const LLMNode = ({ id, data, selected }: NodeProps<NodeData>) => {
+  const { updateNodeData } = useFlowStore();
+  const updateNodeInternals = useUpdateNodeInternals();
+  const edges = useEdges();
+
+  // Force update handles when traces change
+  useEffect(() => {
+    updateNodeInternals(id);
+  }, [id, data.outgoingTraces, data.inputs, updateNodeInternals]);
+
+  // Determine how many input handles to show
+  // We want to ensure there is always at least one empty handle at the bottom
+  // plus all currently connected handles.
+  
+  // Find all edges connected to this node's inputs
+  const connectedHandles = new Set(
+    edges
+      .filter(e => e.target === id)
+      .map(e => e.targetHandle)
+  );
+  
+  // Logic: 
+  // If input-0 is connected, show input-1.
+  // If input-1 is connected, show input-2.
+  // We can just iterate until we find an unconnected one.
+  
+  let handleCount = 1;
+  while (connectedHandles.has(`input-${handleCount - 1}`)) {
+    handleCount++;
+  }
+  
+  // But wait, if we delete an edge to input-0, we still want input-1 to exist if it's connected?
+  // No, usually in this designs, we just render up to max(connected_index) + 1.
+  
+  // Let's get the max index connected
+  let maxConnectedIndex = -1;
+  edges.filter(e => e.target === id).forEach(e => {
+    const idx = parseInt(e.targetHandle?.replace('input-', '') || '0');
+    if (!isNaN(idx) && idx > maxConnectedIndex) {
+      maxConnectedIndex = idx;
+    }
+  });
+  
+  const inputsToShow = Math.max(maxConnectedIndex + 2, 1);
+
+  return (
+    <div className={`px-4 py-2 shadow-md rounded-md bg-white border-2 min-w-[200px] ${selected ? 'border-blue-500' : 'border-gray-200'}`}>
+      <div className="flex items-center mb-2">
+        <div className="rounded-full w-8 h-8 flex justify-center items-center bg-gray-100">
+          {data.status === 'loading' ? (
+            <Loader2 className="w-4 h-4 animate-spin text-blue-500" />
+          ) : (
+            <MessageSquare className="w-4 h-4 text-gray-600" />
+          )}
+        </div>
+        <div className="ml-2">
+          <div className="text-sm font-bold truncate max-w-[150px]">{data.label}</div>
+          <div className="text-xs text-gray-500">{data.model}</div>
+        </div>
+      </div>
+
+      {/* Dynamic Inputs */}
+      <div className="absolute left-0 top-0 bottom-0 flex flex-col justify-center w-4">
+         {Array.from({ length: inputsToShow }).map((_, i) => {
+           // Find the connected edge to get color
+           const connectedEdge = edges.find(e => e.target === id && e.targetHandle === `input-${i}`);
+           const edgeColor = connectedEdge?.style?.stroke as string;
+           
+           return (
+             <div key={i} className="relative h-4 w-4 my-1">
+               <Handle 
+                  type="target" 
+                  position={Position.Left} 
+                  id={`input-${i}`}
+                  className="!w-3 !h-3 !left-[-6px]"
+                  style={{ 
+                    top: '50%', 
+                    transform: 'translateY(-50%)',
+                    backgroundColor: edgeColor || '#3b82f6', // Default blue if not connected
+                    border: edgeColor ? 'none' : undefined 
+                  }}
+               />
+               <span className="absolute left-4 top-[-2px] text-[9px] text-gray-400 pointer-events-none">
+                 {i}
+               </span>
+             </div>
+           );
+         })}
+      </div>
+
+      {/* Dynamic Outputs (Traces) */}
+      <div className="absolute right-0 top-0 bottom-0 flex flex-col justify-center w-4">
+          {/* 1. Outgoing Traces (Pass-through + Self) */}
+          {data.outgoingTraces && data.outgoingTraces.map((trace, i) => (
+             <div key={trace.id} className="relative h-4 w-4 my-1" title={`Trace: ${trace.id}`}>
+                <Handle 
+                   type="source" 
+                   position={Position.Right} 
+                   id={`trace-${trace.id}`}
+                   className="!w-3 !h-3 !right-[-6px]"
+                   style={{ 
+                     backgroundColor: trace.color,
+                     top: '50%', 
+                     transform: 'translateY(-50%)' 
+                   }}
+                />
+             </div>
+          ))}
+          
+          {/* 2. New Branch Generator Handle (Always visible) */}
+          <div className="relative h-4 w-4 my-1" title="Create New Branch">
+             <Handle 
+                type="source" 
+                position={Position.Right} 
+                id="new-trace"
+                className="!w-3 !h-3 !bg-gray-400 !right-[-6px]"
+                style={{ top: '50%', transform: 'translateY(-50%)' }}
+             />
+             <span className="absolute right-4 top-[-2px] text-[9px] text-gray-400 pointer-events-none w-max">
+               + New
+             </span>
+          </div>
+      </div>
+      
+      {data.status === 'error' && (
+        <div className="text-xs text-red-500 mt-2">Error</div>
+      )}
+    </div>
+  );
+};
+
+export default LLMNode;
+
diff --git a/frontend/src/index.css b/frontend/src/index.css
new file mode 100644
index 0000000..91221be
--- /dev/null
+++ b/frontend/src/index.css
@@ -0,0 +1,11 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+html, body, #root {
+  height: 100%;
+  width: 100%;
+  margin: 0;
+  padding: 0;
+  overflow: hidden;
+}
\ No newline at end of file
diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx
new file mode 100644
index 0000000..bef5202
--- /dev/null
+++ b/frontend/src/main.tsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react'
+import { createRoot } from 'react-dom/client'
+import './index.css'
+import App from './App.tsx'
+
+createRoot(document.getElementById('root')!).render(
+  <StrictMode>
+    <App />
+  </StrictMode>,
+)
diff --git a/frontend/src/store/flowStore.ts b/frontend/src/store/flowStore.ts
new file mode 100644
index 0000000..6083a36
--- /dev/null
+++ b/frontend/src/store/flowStore.ts
@@ -0,0 +1,405 @@
+import { create } from 'zustand';
+import { 
+  addEdge, 
+  applyNodeChanges,
+  applyEdgeChanges,
+  type Connection, 
+  type Edge, 
+  type EdgeChange, 
+  type Node, 
+  type NodeChange, 
+  type OnNodesChange, 
+  type OnEdgesChange, 
+  type OnConnect,
+  getIncomers,
+  getOutgoers
+} from 'reactflow';
+
+export type NodeStatus = 'idle' | 'loading' | 'success' | 'error';
+
+export interface Message {
+  id?: string;
+  role: 'user' | 'assistant' | 'system';
+  content: string;
+}
+
+export interface Trace {
+  id: string;
+  sourceNodeId: string;
+  color: string;
+  messages: Message[];
+}
+
+export interface NodeData {
+  label: string;
+  model: string;
+  temperature: number;
+  apiKey?: string;
+  systemPrompt: string;
+  userPrompt: string;
+  mergeStrategy: 'raw' | 'smart';
+  
+  // Traces logic
+  traces: Trace[];          // INCOMING Traces
+  outgoingTraces: Trace[];  // ALL Outgoing (inherited + self + forks)
+  forkedTraces: Trace[];    // Manually created forks from "New" handle
+  activeTraceIds: string[]; 
+  
+  response: string;    
+  status: NodeStatus;
+  inputs: number; 
+  [key: string]: any;
+}
+
+export type LLMNode = Node<NodeData>;
+
+interface FlowState {
+  nodes: LLMNode[];
+  edges: Edge[];
+  selectedNodeId: string | null;
+
+  onNodesChange: OnNodesChange;
+  onEdgesChange: OnEdgesChange;
+  onConnect: OnConnect;
+  
+  addNode: (node: LLMNode) => void;
+  updateNodeData: (nodeId: string, data: Partial<NodeData>) => void;
+  setSelectedNode: (nodeId: string | null) => void;
+  
+  getActiveContext: (nodeId: string) => Message[]; 
+  
+  propagateTraces: () => void;
+}
+
+// Hash string to color
+const getStableColor = (str: string) => {
+  let hash = 0;
+  for (let i = 0; i < str.length; i++) {
+    hash = str.charCodeAt(i) + ((hash << 5) - hash);
+  }
+  const hue = Math.abs(hash % 360);
+  return `hsl(${hue}, 70%, 60%)`; 
+};
+
+const useFlowStore = create<FlowState>((set, get) => ({
+  nodes: [],
+  edges: [],
+  selectedNodeId: null,
+
+  onNodesChange: (changes: NodeChange[]) => {
+    set({
+      nodes: applyNodeChanges(changes, get().nodes) as LLMNode[],
+    });
+  },
+  onEdgesChange: (changes: EdgeChange[]) => {
+    set({
+      edges: applyEdgeChanges(changes, get().edges),
+    });
+    get().propagateTraces();
+  },
+  onConnect: (connection: Connection) => {
+    const { nodes } = get();
+    
+    // Check if connecting from "new-trace" handle
+    if (connection.sourceHandle === 'new-trace') {
+       // Logic: Create a new Forked Trace on the source node
+       const sourceNode = nodes.find(n => n.id === connection.source);
+       if (sourceNode) {
+          // Generate the content for this new trace (it's essentially the Self Trace of this node)
+          const myResponseMsg: Message[] = [];
+          if (sourceNode.data.userPrompt) myResponseMsg.push({ id: `${sourceNode.id}-u`, role: 'user', content: sourceNode.data.userPrompt });
+          if (sourceNode.data.response) myResponseMsg.push({ id: `${sourceNode.id}-a`, role: 'assistant', content: sourceNode.data.response });
+          
+          const newForkId = `trace-${sourceNode.id}-fork-${Date.now()}`;
+          const newForkTrace: Trace = {
+             id: newForkId,
+             sourceNodeId: sourceNode.id,
+             color: getStableColor(newForkId), // Unique color for this fork
+             messages: [...myResponseMsg]
+          };
+          
+          // Update Source Node to include this fork
+          get().updateNodeData(sourceNode.id, {
+             forkedTraces: [...(sourceNode.data.forkedTraces || []), newForkTrace]
+          });
+          
+          // Redirect connection to the new handle
+          // Note: We must wait for propagateTraces to render the new handle? 
+          // ReactFlow might complain if handle doesn't exist yet.
+          // But since we updateNodeData synchronously (mostly), it might work.
+          // Let's use the new ID for the connection.
+          
+          set({
+            edges: addEdge({ 
+              ...connection, 
+              sourceHandle: `trace-${newForkId}`, // Redirect!
+              style: { stroke: newForkTrace.color, strokeWidth: 2 } 
+            }, get().edges),
+          });
+          
+          // Trigger propagation to update downstream
+          setTimeout(() => get().propagateTraces(), 0);
+          return;
+       }
+    }
+    
+    // Normal connection
+    set({
+      edges: addEdge({ 
+        ...connection, 
+        style: { stroke: '#888', strokeWidth: 2 } 
+      }, get().edges),
+    });
+    setTimeout(() => get().propagateTraces(), 0);
+  },
+
+  addNode: (node: LLMNode) => {
+    set((state) => ({ nodes: [...state.nodes, node] }));
+    setTimeout(() => get().propagateTraces(), 0);
+  },
+
+  updateNodeData: (nodeId: string, data: Partial<NodeData>) => {
+    set((state) => ({
+      nodes: state.nodes.map((node) => {
+        if (node.id === nodeId) {
+          return { ...node, data: { ...node.data, ...data } };
+        }
+        return node;
+      }),
+    }));
+    
+    if (data.response !== undefined || data.userPrompt !== undefined) {
+      get().propagateTraces();
+    }
+  },
+
+  setSelectedNode: (nodeId: string | null) => {
+    set({ selectedNodeId: nodeId });
+  },
+
+  getActiveContext: (nodeId: string) => {
+    const node = get().nodes.find(n => n.id === nodeId);
+    if (!node) return [];
+
+    // The traces stored in node.data.traces are the INCOMING traces.
+    // If we select one, we want its history.
+    
+    const activeTraces = node.data.traces.filter(t => 
+      node.data.activeTraceIds?.includes(t.id)
+    );
+    
+    const contextMessages: Message[] = [];
+    activeTraces.forEach(t => {
+      contextMessages.push(...t.messages);
+    });
+    
+    return contextMessages;
+  },
+
+  propagateTraces: () => {
+    const { nodes, edges } = get();
+    
+    // We need to calculate traces for each node, AND update edge colors.
+    // Topological Sort
+    const inDegree = new Map<string, number>();
+    const graph = new Map<string, string[]>();
+    
+    nodes.forEach(node => {
+      inDegree.set(node.id, 0);
+      graph.set(node.id, []);
+    });
+    
+    edges.forEach(edge => {
+      inDegree.set(edge.target, (inDegree.get(edge.target) || 0) + 1);
+      graph.get(edge.source)?.push(edge.target);
+    });
+    
+    const topoQueue: string[] = [];
+    inDegree.forEach((count, id) => {
+      if (count === 0) topoQueue.push(id);
+    });
+    
+    const sortedNodes: string[] = [];
+    while (topoQueue.length > 0) {
+      const u = topoQueue.shift()!;
+      sortedNodes.push(u);
+      
+      const children = graph.get(u) || [];
+      children.forEach(v => {
+        inDegree.set(v, (inDegree.get(v) || 0) - 1);
+        if (inDegree.get(v) === 0) {
+          topoQueue.push(v);
+        }
+      });
+    }
+    
+    // Map<NodeID, Trace[]>: Traces LEAVING this node
+    const nodeOutgoingTraces = new Map<string, Trace[]>();
+    // Map<NodeID, Trace[]>: Traces ENTERING this node (to update NodeData)
+    const nodeIncomingTraces = new Map<string, Trace[]>();
+    
+    // Also track Edge updates (Color AND SourceHandle)
+    const updatedEdges = [...edges];
+    let edgesChanged = false;
+    
+    // Iterate
+    sortedNodes.forEach(nodeId => {
+      const node = nodes.find(n => n.id === nodeId);
+      if (!node) return;
+      
+      // 1. Gather Incoming Traces
+      const incomingEdges = edges.filter(e => e.target === nodeId);
+      const myIncomingTraces: Trace[] = [];
+      
+      incomingEdges.forEach(edge => {
+        const parentOutgoing = nodeOutgoingTraces.get(edge.source) || [];
+        
+        // Find match based on Handle ID
+        // EXACT match first
+        // Since we removed 'new-trace' handle, we only look for exact trace matches.
+        let matchedTrace = parentOutgoing.find(t => edge.sourceHandle === `trace-${t.id}`);
+        
+        // If no exact match, try to find a "Semantic Match" (Auto-Reconnect)
+        // If edge.sourceHandle was 'trace-X', and now we have 'trace-X_Parent', that's a likely evolution.
+        if (!matchedTrace && edge.sourceHandle?.startsWith('trace-')) {
+           const oldId = edge.sourceHandle.replace('trace-', '');
+           matchedTrace = parentOutgoing.find(t => t.id === `${oldId}_${edge.source}`);
+        }
+        
+        // Fallback: If still no match, and parent has traces, try to connect to the most logical one.
+        // If parent has only 1 trace, connect to it.
+        // This handles cases where edge.sourceHandle might be null or outdated.
+        if (!matchedTrace && parentOutgoing.length > 0) {
+           // If edge has no handle ID, default to the last generated trace (usually Self Trace)
+           if (!edge.sourceHandle) {
+              matchedTrace = parentOutgoing[parentOutgoing.length - 1];
+           }
+        }
+        
+        if (matchedTrace) {
+           myIncomingTraces.push(matchedTrace);
+           
+           // Update Edge Visuals & Logical Connection
+           const edgeIndex = updatedEdges.findIndex(e => e.id === edge.id);
+           if (edgeIndex !== -1) {
+             const currentEdge = updatedEdges[edgeIndex];
+             const newHandleId = `trace-${matchedTrace.id}`;
+             
+        // Check if we need to update
+        if (currentEdge.sourceHandle !== newHandleId || currentEdge.style?.stroke !== matchedTrace.color) {
+            updatedEdges[edgeIndex] = {
+            ...currentEdge,
+            sourceHandle: newHandleId, // Auto-update handle connection!
+            style: { ...currentEdge.style, stroke: matchedTrace.color, strokeWidth: 2 }
+            };
+            edgesChanged = true;
+        }
+           }
+        }
+      });
+      
+      // Deduplicate incoming traces by ID (in case multiple edges carry same trace)
+      const uniqueIncoming = Array.from(new Map(myIncomingTraces.map(t => [t.id, t])).values());
+      nodeIncomingTraces.set(nodeId, uniqueIncoming);
+      
+      // 2. Generate Outgoing Traces
+      // Every incoming trace gets appended with this node's response.
+      // PLUS, we always generate a "Self Trace" (Start New) that starts here.
+      
+      const myResponseMsg: Message[] = [];
+      if (node.data.userPrompt) {
+        myResponseMsg.push({ 
+           id: `${node.id}-user`, // Deterministic ID for stability
+           role: 'user', 
+           content: node.data.userPrompt 
+        });
+      }
+      if (node.data.response) {
+        myResponseMsg.push({ 
+           id: `${node.id}-assistant`, 
+           role: 'assistant', 
+           content: node.data.response 
+        });
+      }
+      
+      const myOutgoingTraces: Trace[] = [];
+      
+      // A. Pass-through traces (append history)
+      uniqueIncoming.forEach(t => {
+        // When a trace passes through a node and gets modified, it effectively becomes a NEW branch of that trace.
+        // We must append the current node ID to the trace ID to distinguish branches.
+        // e.g. Trace "root" -> passes Node A -> becomes "root_A"
+        // If it passes Node B -> becomes "root_B"
+        // Downstream Node D can then distinguish "root_A" from "root_B".
+        
+        // Match Logic:
+        // We need to find if this edge was PREVIOUSLY connected to a trace that has now evolved into 'newTrace'.
+        // The edge.sourceHandle might be the OLD ID.
+        // We need a heuristic: if edge.sourceHandle contains the ROOT ID of this trace, we assume it's a match.
+        // But this is risky if multiple branches exist.
+        
+        // Better heuristic:
+        // When we extend a trace t -> t_new (with id t.id + '_' + node.id),
+        // we record this evolution mapping.
+        
+        const newTraceId = `${t.id}_${node.id}`;
+        
+        myOutgoingTraces.push({
+          ...t,
+          id: newTraceId,
+          messages: [...t.messages, ...myResponseMsg]
+        });
+      });
+      
+      // B. Self Trace (New Branch) -> This is the "Default" self trace (always there?)
+      // Actually, if we use Manual Forks, maybe we don't need an automatic self trace?
+      // Or maybe the "Default" self trace is just one of the outgoing ones.
+      // Let's keep it for compatibility if downstream picks it up automatically.
+      const selfTrace: Trace = {
+        id: `trace-${node.id}`,
+        sourceNodeId: node.id,
+        color: getStableColor(node.id), 
+        messages: [...myResponseMsg]
+      };
+      myOutgoingTraces.push(selfTrace);
+      
+      // C. Manual Forks
+      if (node.data.forkedTraces) {
+         // We need to keep them updated with the latest messages (if prompt changed)
+         // But keep their IDs and Colors stable.
+         const updatedForks = node.data.forkedTraces.map(fork => ({
+            ...fork,
+            messages: [...myResponseMsg] // Re-sync messages
+         }));
+         myOutgoingTraces.push(...updatedForks);
+      }
+      
+      nodeOutgoingTraces.set(nodeId, myOutgoingTraces);
+      
+      // Update Node Data with INCOMING traces (for sidebar selection)
+      // We store uniqueIncoming in node.data.traces
+      // Note: We need to update the node in the `nodes` array, but we are inside the loop.
+      // We'll do a bulk set at the end.
+    });
+    
+    // Bulk Update Store
+    set(state => ({
+      edges: updatedEdges,
+      nodes: state.nodes.map(n => {
+        const traces = nodeIncomingTraces.get(n.id) || [];
+        const outTraces = nodeOutgoingTraces.get(n.id) || [];
+        return {
+          ...n,
+          data: {
+            ...n.data,
+            traces, 
+            outgoingTraces: outTraces,
+            activeTraceIds: n.data.activeTraceIds
+          }
+        };
+      })
+    }));
+  }
+}));
+
+export default useFlowStore;
diff --git a/frontend/tailwind.config.js b/frontend/tailwind.config.js
new file mode 100644
index 0000000..dca8ba0
--- /dev/null
+++ b/frontend/tailwind.config.js
@@ -0,0 +1,11 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: [
+    "./index.html",
+    "./src/**/*.{js,ts,jsx,tsx}",
+  ],
+  theme: {
+    extend: {},
+  },
+  plugins: [],
+}
diff --git a/frontend/tsconfig.app.json b/frontend/tsconfig.app.json
new file mode 100644
index 0000000..a9b5a59
--- /dev/null
+++ b/frontend/tsconfig.app.json
@@ -0,0 +1,28 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
+    "target": "ES2022",
+    "useDefineForClassFields": true,
+    "lib": ["ES2022", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "types": ["vite/client"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+    "jsx": "react-jsx",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["src"]
+}
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
new file mode 100644
index 0000000..1ffef60
--- /dev/null
+++ b/frontend/tsconfig.json
@@ -0,0 +1,7 @@
+{
+  "files": [],
+  "references": [
+    { "path": "./tsconfig.app.json" },
+    { "path": "./tsconfig.node.json" }
+  ]
+}
diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json
new file mode 100644
index 0000000..8a67f62
--- /dev/null
+++ b/frontend/tsconfig.node.json
@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
+    "target": "ES2023",
+    "lib": ["ES2023"],
+    "module": "ESNext",
+    "types": ["node"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "verbatimModuleSyntax": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "erasableSyntaxOnly": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["vite.config.ts"]
+}
diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts
new file mode 100644
index 0000000..8b0f57b
--- /dev/null
+++ b/frontend/vite.config.ts
@@ -0,0 +1,7 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+
+// https://vite.dev/config/
+export default defineConfig({
+  plugins: [react()],
+})