LogiQ: Alith-Powered Debug Assistant

:magnifying_glass_tilted_left: Proposal Name

LogiQ


Problem Statement

Developers building dApps on Hyperion often face frustrating transaction failures caused by cryptic EVM errors, confusing logs, and unclear revert messages. Debugging these failures—especially in a parallel EVM execution environment like Hyperion’s—requires deep stack knowledge, slowing down iteration and raising the barrier to entry for newer developers. Currently, there is no simple, intuitive tool for developers to interpret these errors and receive actionable guidance within the Hyperion ecosystem.


Solution Overview

LogiQ is an AI-powered debugging assistant designed to help developers quickly understand and resolve failed transactions on Hyperion.

By integrating with Alith, Hyperion’s onchain AI agent capable of interpreting runtime data, LogiQ provides natural language explanations, highlights failure points, and recommends code or deployment fixes. Developers simply paste logs, JSON traces, or error messages into a minimalist web or CLI interface and receive clear, human-readable diagnostics and suggestions.

This reduces the cognitive overhead of debugging, speeds up development, and improves developer onboarding and productivity.


Project Description

LogiQ acts as a bridge between complex blockchain logs and AI-powered insights. Here’s how it works:

  1. Developers paste in failed transaction logs, revert messages, or JSON traces into the LogiQ interface.

  2. The system formats and analyzes the input.

  3. It sends the parsed data to Alith, which interprets the error context using Hyperion’s parallel EVM runtime data.

  4. Alith responds with:

    • A natural language explanation of the issue
    • Suggested causes and likely fixes
    • Relevant line-by-line annotations (if applicable)

Developers receive this feedback instantly through the interface, allowing them to take direct action.


Tech Stack

Component Tool
Frontend React or plain HTML/JS for speed and simplicity
Backend Node.js or serverless functions for parsing and routing
AI Integration Hyperion’s Alith SDK, prompt-engineered for EVM debugging
Storage (Optional) GitHub for community error log repo
Gamification Layer Lightweight XP tracker, optional NFT integration, simple DB

Testable Features & Tasks

Task XP Earned
Paste and analyze a failed transaction log +10 XP
Submit a follow-up question to Alith +5 XP
Rate the quality of the AI’s explanation +3 XP
Share a useful error log + fix to the community repo +10 XP
Refer another developer to use LogiQ +5 XP

The community repo will store anonymized error logs and successful fixes, helping Alith learn and improving developer onboarding. Submissions will be reviewed for quality before listing.


Gamification System

  • XP-based Leveling (e.g., Level 1 = 10 XP, Level 2 = 30 XP…)
  • Leaderboard to recognize top bug-hunters and contributors
  • Exclusive NFT Badges for early testers and high performers
  • Redeemable Rewards like premium features or swag

This system encourages repeated use and community contribution while improving the AI assistant’s long-term performance.


Impact on the Hyperion Ecosystem

LogiQ directly addresses one of the most painful developer experiences: debugging.

It enhances the usability of Hyperion’s native tooling (Alith) and makes smart contract building more accessible. By lowering the entry barrier for newer developers, it expands the developer base and helps the ecosystem grow.

The gamified features also incentivize real-world testing, knowledge-sharing, and data collection to continuously improve both LogiQ and Alith.


Future Roadmap

  • Real-time browser extension for dApp logs
  • VS Code plugin for inline EVM error hints
  • CI/CD hooks that stop faulty contracts pre-deploy
  • Open-source knowledge base of resolved log cases

12 Likes

Very smart approach turning EVM chaos into actionable insights is something every dev needs, especially in a parallel execution context like Hyperion’s. :magnifying_glass_tilted_left::high_voltage:

Quick Q: Will LogiQ support real-time debugging integrations like VS Code or browser dev tools out of the box, or is that part of the later roadmap?

1 Like

Hello @keithomark , How are prompts optimized for debugging context when sending data to Alith? Are different prompt templates used based on error type (e.g., revert vs out-of-gas)?

4 Likes

Real-time integrations like VS Code plugins and browser dev tools are definitely on our future roadmap.
We’re initially launching with a lightweight web and CLI interface to focus on core debugging functionality and fast feedback.

Once that’s solid, we’ll expand into real-time tools to embed LogiQ directly into developer workflows making debugging seamless right from your editor or dev console.

3 Likes

Yes, we use dynamic prompt templates tailored to the error type.

  • Reverts get prompts focused on logic and require/assert checks.
  • Out-of-gas errors trigger gas usage and loop analysis prompts.
  • Other failures use broader templates for trace and runtime insights.
2 Likes

Great plan! Focusing on core features first is really smart. Can’t wait to see how the real-time tools will make debugging flow seamlessly. Thanks for the update!

1 Like

Looking forward to testing how it handles edge cases! :magnifying_glass_tilted_left::light_bulb:

Making error messages clearer with AI-powered explanations could save developers a ton of time and frustration. Plus, the gamification aspect sounds like a great way to build community and encourage sharing, so not bad at all.

1 Like