I built Debuggle — a desktop app that explains any error at 3 levels of depth

D4vRAM — Sun, 19 Apr 2026 20:34:07 +0000

Every developer has been there: you paste an error into Google, find a Stack Overflow answer from 2014, and still have no idea what actually went wrong.

I built Debuggle because I was that developer — and I still am, honestly.

I've only been coding since late 2024. I needed a tool that didn't assume I already knew what a null pointer exception meant at a deeper level, or why a specific Node.js error was happening in my context, not just generically.

So I built it.

What Debuggle does

You paste any stack trace or error message. Debuggle analyzes it and gives you three explanations simultaneously:

Novice — plain language, no jargon, just "here's what broke and why"
Mid — technical context, the cause, what to look for
Expert — root cause, code-level diagnosis, fix suggestions

After the analysis, you can open a multi-turn chat about that specific error with the context already loaded. You're not starting from scratch explaining the situation — Debuggle already knows what you're dealing with.

It also saves analyses to a personal vault, so over time you build a searchable knowledge base of every error you've ever debugged.

The privacy part

I care about this, so I built it in from the start.

Debuggle supports 6 AI providers: Groq, OpenRouter, Ollama, Anthropic, OpenAI, and VeniceAI. That last one and Ollama mean you can run it 100% locally — no data leaves your machine.

API keys are stored in your OS keychain. Never written to disk in plaintext.

The stack

Electron 33 + React 18 + TypeScript. Cross-platform: Windows, Linux, macOS.

I'm self-taught and about 8 months into building real projects. This is probably the most complete thing I've shipped so far — multi-provider AI support, a vault system, pattern tracking, context-aware chat. It took longer than I expected and I learned a lot building it.

Why I'm sharing this

Partly to get feedback. Partly because I think there's a gap between "paste your error into ChatGPT" and having a tool that's actually built around the debugging workflow — with context persistence, level-appropriate explanations, and local-first privacy.

If you're a developer who's ever felt like error messages are written for someone else, Debuggle might be for you.

GitHub: github.com/D4vRAM369/Debuggle

Would love to hear what you think — or what you'd add.
What's the most frustrating type of error to debug? 👇

DEV Community: D4vRAM

I built Debuggle — a desktop app that explains any error at 3 levels of depth

What Debuggle does

The privacy part

The stack

Why I'm sharing this