22 PRODUCTION TRACKS182 THEORY MODULES • ZERO FLUFF

Technology Courses & Learning Pathways

Master engineering competencies step-by-step with structured, role-aligned courses. Each pathway groups syllabus topics into guided modules with interactive practice, applied drills, and milestone validation.

[ENGINEERING ROADMAP DAG]PREREQUISITE KNOWLEDGE TREE

Staff AI Systems Mastery Progression

Level 3 of 5 In Flight

STAGE 1✓ DONE

AST Foundations

Python AST, AsyncIO, Memory Profiling

STAGE 2✓ DONE

ReAct & Tool Use

Structured JSON, Dynamic Schemas, Sandboxes

STAGE 3 (ACTIVE)

GraphRAG Leiden

Hierarchical Summaries & Community Clusters

STAGE 4NEXT UP

PagedAttention

KV Block Virtualization & Speculative Horizons

STAGE 5🔒 LOCKED

Production Evals

Judge Calibrations & Automated CI Benchmarks

Role:

Level:

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