The Complete Gradientflo Learning Workflow

Gradientflo orchestrates 8 phases with 7 engines to transform code into capability, from intake to validation.

How 8 Agents Work Together

Source Intake
Knowledge Graph
AI Planning
Learning Runtime
Learning Validation
Assessment
Developer Artifacts
Learning Artifacts

Gradientflo's Core Agent System

Repo Intelligence

The individual deeply understands the codebase's evolution, indexing repositories and commits while documenting changes. They create dependency maps and track ownership to ensure project clarity and organization.

"Provides grounded context for every other agent"
Learning Signal

This system detects when learning is necessary, identifies new concepts, recognizes risky changes, and observes signs of confusion.

“Ensures learning is triggered by real work”
Knowledge Graph

This system creates a dynamic knowledge graph that connects various concepts to their corresponding code. It effectively tracks relationships between these concepts and updates in real-time, ensuring that the information remains current and relevant.

"Creates shared understanding across teams"
ByteCourse

The applied learning generator creates micro-courses that utilize real repository examples to enhance the learning experience. It also validates the user's understanding of the material.

"Learning completes before context expires"
Artifact Gen

This tool allows you to create reusable assets, produce detailed diagrams, summarize architectural designs, and easily link to relevant code.

"Knowledge compounds instead of disappearing"
Voice Interface

This tool provides a conversational approach to explanations, addressing questions and answers effectively. It clarifies pull requests and their intent while also alleviating the workload for senior team members.

"Understanding happens in the flow of work"
Recommendation

This tool outlines your learning journey by recommending subsequent steps, emphasizing essential concepts, and identifying potential risk areas.

"Removes guesswork from learning"
Analytics

This feature assesses the impact of learning, monitors progress, evaluates practical application, and identifies areas where knowledge is lacking.

"Turns learning into a measurable signal"

Enterprise Ready by Design

We work as a long term partner, not a tool vendor. Learning systems only work when embedded deeply into how teams ship.