Empowering the next generation (11+) to build the future of systems engineering. No shortcuts. No copy-paste. Just pure mastery of the Go language.
Altradits is a specialized engineering forge. We don't just teach syntax; we cultivate the engineering mindset. Our mission is to turn young learners into expert Go developers by focusing on high-level logic, secure infrastructure, and agentic discovery.
To ensure true mastery, our AI Mentor operates under three non-negotiable laws:
- Never Give Code: The AI identifies the concept causing an error, never the fix.
- Validate via Sandbox: Feedback is based on real-time E2B terminal output, not just code intent.
- Encourage Failure: We treat a "panic" or "nil pointer" as a milestone, not a mistake.
We leverage E2B's agent-native sandboxes to provide a production-grade playground.
- Safe Playground: Students execute low-level Go code in secure, isolated cloud environments.
- Real-time Analysis: Our Socratic AI agents monitor sandbox output to provide context-aware guidance without providing the solution.
- The Feedback Loop: Student Logic → E2B Sandbox Execution → AI Observation (stdout/stderr) → Socratic Inquiry.
- Phase 1: Core Go/E2B Integration (The "Hello World" Sandbox).
- Phase 2: Socratic Feedback Engine (Context-aware logic via Claude 3.5).
- Phase 3: Automated Peer-Review (GitHub Actions CI/CD).
- Phase 4: The "Financial Go" Extension (Building real-world money tools).
| Layer | Technology | Role |
|---|---|---|
| Core Engine | Go (Golang) | High-concurrency systems logic & Backend API |
| Sandbox Infra | E2B | Secure, agent-native micro-VMs for code execution |
| The Brain | Claude 3.5 Sonnet | Socratic Mentor (Optimized for code reasoning) |
| Orchestration | Go Fiber | High-performance, lean web framework |
| Frontend | HTMX + Tailwind | Server-driven interactivity & modern aesthetic |
| Data & Auth | Supabase | PostgreSQL persistence & secure student sessions & JWT |
| Streaming | WebSockets | Real-time terminal output from Sandbox to UI |
- Go Fiber: Chosen for its low overhead and high performance, serving as the primary API layer.
- WebSockets: Integrated to handle the bi-directional stream of data between the E2B terminal and the frontend, ensuring zero-latency feedback for students.
- Agentic Logic: Leveraging Claude 3.5 Sonnet via the Anthropic API to analyze sandbox
stdoutandstderr. - The Socratic Wrapper: Proprietary system prompting that intercepts direct answers and converts them into pedagogical inquiries.
- E2B Sandboxes: Every execution runs in a fresh, isolated Linux micro-VM. Untrusted student code never touches the host system.
- Supabase (PostgreSQL): Manages the "Mastery Points" ledger and saves student progress across sessions.
- GitHub Actions: Powering the "Automated Auditor" for CI/CD project submissions.
- Docker: Ensures environment parity between development at Zone01 and production deployment.
altradits
├── cmd/
│ └── server/
│ └── main.go # Boots the app
├── internal/
│ ├── mentor/ # The "Socratic Brain" (Private)
│ └── auth/ # Session management (Private)
├── pkg/
│ ├── sandbox/ # E2B Wrapper (Could be used by other tools)
│ ├── database/ # Supabase/Postgres connection logic
│ └── ui/ # Custom HTMX components/renderers
├── web/
│ ├── templates/ # HTML (HTMX)
│ └── static/ # CSS/JS
├── go.mod
└── README.md
Stanley Chege Thuita Software Engineering Apprentice @ Zone01 Kisumu
Immersed in the Software Developer Apprentice Cohort 2 at Zone01, I am building Altradits to scale the rigorous, logic-first learning model I experience daily. My mission is to provide students with high-level engineering challenges in a secure, AI-mentored environment.
Connect with the journey: