Learn from AI
Every Click Makes You Smarter
Eureka transforms AI-assisted coding sessions into deliberate upskilling opportunities. Stop being a passenger — understand every decision your AI makes.
2-Tier
Learning System
23
Languages
3
Adaptive Levels
Two-Tier Learning System
Every interaction is a learning opportunity — from quick command explanations to deep, structured micro-lessons.
Contextual Command Insights
Every bash command your AI agent executes gets a real-time, contextual explanation — not a generic definition, but an analysis of why this command was run in the context of your current task.
Descriptions adapt to your declared skill level. A beginner sees foundational explanations; an advanced user sees workflow trade-offs and architectural implications.
Interactive Learning Cards
At teachable moments, Eureka generates structured learning cards that go far beyond simple explanations. Each card is a complete micro-lesson built from your actual session.
Cards include What We Built summaries, Blind Spots (decisions AI made for you), Concepts with quizzes, Critical Thinking questions, actionable Missions, and Vibe Advice for better AI prompting.
Anatomy of a Learning Card
Each card is a structured micro-lesson with four key sections, generated from your actual session — never from generic templates.
Blind Spots
Surfaces decisions your AI agent made autonomously — architecture choices, library selections, config defaults you didn't explicitly request. Each comes with a quiz to test whether you understand the implications.
Concepts
Technical terms you encountered during the session, explained at your level. Beginners get vivid analogies; experts get edge cases and gotchas. Each concept includes an application-based quiz.
Missions
Concrete next steps that build on what you just learned. Not generic homework — specific, actionable tasks derived from your session that push you to apply new knowledge independently.
Vibe Advice
Better prompts for next time. Connected to your blind spots — if AI made a decision you didn't notice, Vibe Advice shows you what instruction would have caught it.
Beyond the Session
Track your growth, revisit past insights, and deepen your understanding with built-in tools.
Mission Tracking
Missions aren't just suggestions — they're the exclusive source of XP in your learning journey. Complete missions to level up from Basic to Standard to Advanced, unlocking deeper insights as you grow.
Session History
Every learning card is saved and searchable. Review past sessions, track which concepts you've encountered multiple times, and export your entire learning journey as Markdown documentation.
Ask AI
Built-in Q&A chat for follow-up questions. When a learning card sparks curiosity, ask deeper questions without leaving your editor. Conversations are contextual — AI knows what you just learned.
Your Language, Your Level
Eureka speaks 23 languages and adapts to three skill levels, so explanations are always right for you.
Adaptive Levels
Basic
Why-this-not-that trade-offs. Ambiguous terms explained inline.
Standard
Balanced depth with workflow context and pattern recognition.
Advanced
Edge cases, architectural implications, and performance trade-offs.
23 Languages
Privacy-First Design
All data is processed locally within your VS Code environment. No command data is sent to external servers. Automatic credential and secret masking ensures API keys, tokens, and passwords never appear in learning cards or exports.
100% local processing
Automatic secret masking
No external data transmission
Exportable as Markdown
Start learning from your AI today
Install Eureka for VS Code and turn every session into a growth opportunity.
Where Agents Evolve
and Developers Grow