Your personal debugging assistant. Paste an error, understand it at your level, save it, and never repeat it —or if you do, at least you’ll know exactly what’s going on. In the end, that’s how you learn programming: through errors and iteration.
Debuggle is a desktop app for developers who want to understand their errors, not just fix them. Paste any stack trace or error message and get a clear explanation tailored to your experience level — then save it to your personal vault to build a knowledge base of your own debugging history.
100% local. Your errors never leave your machine unless you choose a cloud AI provider.
 Analyze Paste any error and break it down at 3 levels simultaneously |  Chat Conversation interface to interact with the AI |  Vault Every debugged error saved locally with language and level |
 Vault Detail Full analysis with fix suggestion and original error log |  Patterns Identify your most frequent errors and languages over time |  Configuration 6 AI providers — API keys stored securely in the system keychain |
- Paste any error (stack trace, compiler error, runtime exception)
- Choose your level: Novice, Mid, or Expert
- Get: what happened, how to fix it, key terms, and corrected code
- Syntax-highlighted code with one-click copy
- After analyzing, click "Ask about this" to open a conversation about that specific error
- Context is pre-loaded — no need to re-explain the problem
- Full multi-turn conversation powered by your chosen AI provider
- Save any analysis to your personal vault
- Search by error type or language
- Master-detail layout — browse your history without losing context
- Ask the AI about any saved entry
- See your most frequent errors and languages at a glance
- Identify recurring issues before they become habits
- Stats update automatically as your vault grows
- Choose from 6 AI providers — including free tiers
- API keys stored securely in the OS keychain (Windows Credential Manager / macOS Keychain / Linux GNOME Keyring)
- Keys are never written to disk in plaintext
| Provider | Free models | Requires key |
|---|---|---|
| Groq | Llama 3.3 70B, Llama 3.1 8B, Mixtral 8x7B, Gemma 2 9B | Yes (free at groq.com) |
| OpenRouter | Llama 3.3 70B, Gemma 3 27B, Mistral 7B | Yes (free at openrouter.ai) |
| Ollama | Any model you have installed locally | No |
| Anthropic | — | Yes (paid) |
| OpenAI | — | Yes (paid) |
| VeniceAI | — | Yes |
To get started for free: create a free account at console.groq.com → API Keys → Create Key → paste it in Debuggle's Config.
git clone https://github.com/D4vRAM369/debuggle.git
cd debuggle
pnpm install
pnpm devpnpm testpnpm build
pnpm pack:allOutputs in release/:
| Platform | Format | Notes |
|---|---|---|
| Windows | .exe (NSIS) | Standard installer |
| Windows | .msi | Enterprise-friendly installer |
| Windows | .portable | No-install executable |
| macOS | .dmg + .zip | x64 + Apple Silicon (arm64) |
| Linux | .AppImage | Universal, no install needed |
| Linux | .deb | Ubuntu, Debian, Linux Mint |
| Linux | .rpm | Fedora, openSUSE, RHEL |
| Linux | .flatpak | Sandboxed, all distros — requires flatpak-builder |
Linux build notes:
.debrequiresfakeroot→sudo apt install fakeroot.rpmrequiresrpm-build→sudo dnf install rpm-build.flatpakrequiresflatpak-builder+org.freedesktop.Platform//23.08runtime
debuggle/
├── electron/
│ ├── main.ts # Main process: IPC handlers, vault (file I/O), keychain
│ └── preload.ts # Context bridge: exposes window.api to renderer
├── src/
│ ├── pages/ # AnalyzePage, ChatPage, VaultPage, PatternsPage, ConfigPage
│ ├── components/ # AppShell, CodeBlock, shadcn/ui components
│ ├── lib/ # ai.ts, chat.ts, providers.ts, stats.ts, analyze.ts
│ ├── types/ # api.d.ts — window.api type declarations
│ └── test/ # Vitest unit tests
├── docs/
│ ├── plans/ # Implementation plan
│ └── pbl/ # Project-Based Learning notes (personal study)
└── package.json
| Layer | Technology |
|---|---|
| Desktop shell | Electron 33 |
| Build system | electron-vite |
| UI framework | React 18 + TypeScript |
| Styling | Tailwind CSS v4 + shadcn/ui |
| AI (multi-provider) | openai SDK + @anthropic-ai/sdk |
| Vault storage | Markdown files with YAML frontmatter (gray-matter) |
| Secure key storage | keytar (OS keychain) |
| Tests | Vitest |
- Export vault to PDF / markdown
- OCR — paste a screenshot of an error
- Team vault with shared knowledge base
- Pattern-based learning suggestions
- Plugin system for custom providers
Contributions are welcome. Please open an issue before submitting a large PR so we can discuss the approach.
For bugs: include the error type, your OS, and steps to reproduce.
Debuggle is released under the GNU Affero General Public License v3.0 (AGPL-3.0). Free to use, modify, and distribute. If you use Debuggle in a network service, you must make your source code available under the same license.
See LICENSE for the full text.
Built with Claude Code and GPT-5.3-Codex.