Cognitive scrum master assistance interface for developers

A method for producing a product, the method comprising:

• receiving from a development assistance platform:
• a plurality of natural language state text segments;
• and
• a plurality of natural language action text segments;
• deriving for each of the plurality of natural language state text segments a state vector;
• deriving for each of the plurality of natural language action text segments an action vector;
• selecting, based on the state text segments, from the action vectors, an action vector corresponding to a past reward;
• designating a current reward based on the action vector;
• transmitting a directive to a development resource;
• deriving for the directive a directive vector;
• and
• providing the directive vector to the platform.

A method for producing a product, the method comprising:

• receiving from a development assistance platform natural language text segments;
• deriving, using natural language understanding (“NLU”), from the text segments:
• a state vector;
• and
• an observed action vector;
• formulating, based on the state, a preferred vector action;
• determining a difference between the observed action vector and the preferred action vector;
• selecting, based on the difference, an assistance mode from the group consisting of:
• mistake correcting;
• and predictive advising;
• determining a directive vector based on the assistance mode;
• converting the directive vector, using natural language generation (“NLG”), to directive text;
• communicating the directive text to a development resource;
• providing the directive vector to the platform;
• receiving a human reward based on the directive text;
• and
• transmitting the reward to the platform.