CIPHER is your AI-powered code companion — a debugger, explainer, and execution simulator all in one.
It doesn’t just spit out vague answers.
It thinks step-by-step, digs into logic, and delivers structured insights that make sense.
Whether you want to debug a tricky snippet, understand code execution flow, or run a dry-run without touching a compiler — CIPHER’s got your back.
- DEBUG Mode → Spot bugs, errors, and logical flaws.
- EXPLAIN Mode → Get human-readable explanations of code.
- DRY-RUN Mode → Walk through execution step by step.
- LLM Techniques Built-In → One-shot, zero-shot, multi-shot, chain-of-thought, structured output.
- Token Tracking → See how much “AI fuel” each request uses.
- Dynamic Prompting → Prompts adapt to your input type (Q&A, long code, translation-like tasks).
- Stop Sequences & Sampling Control → Prevent rambling, tune precision, balance creativity vs. reliability.
- Structured JSON Output → Every analysis comes neatly packaged for dev use.
- Paste your code snippet.
- Pick your mode →
DEBUG|EXPLAIN|DRY-RUN. - Watch CIPHER analyze with:
- Step-by-step reasoning
- Bug reports & fixes
- Confidence scoring
- Get clean JSON results — easy to use in apps, tools, or just for learning.
- Frontend → React + TailwindCSS + animated hacker-style UI
- Backend → Node.js + Express
- AI Engine → Google Gemini API
CIPHER isn’t just another code-chatbot.
It’s your AI debugging partner, fluent in programming logic and powered by advanced LLM prompting techniques.
- Beginners → learn code with crystal-clear explanations
- Developers → catch bugs before they bite
- Educators → use structured outputs to teach coding step by step
CIPHER makes AI think like a coder, not just talk like one.