AI productivity
How to measure a 5x engineering cadence before you announce it
AI assistants make teams feel faster. Feeling is not a metric. Here is the four-number scorecard we agree before any velocity pilot.
6 min readRead
Insights
Ideas we are working on.
Short, practical notes on AI, engineering and value.
Insights
Ideas we are working on.
Short, practical notes on AI, engineering and value.
- Generative AI
Agents that take actions, not just answer questions
The gap between a chatbot and an operational agent is authorization. How we connect frontier models to real systems with MCP and guardrails.
7 min readRead
- Predictive AI
What a first demand-forecasting pilot with TimesFM looks like
Foundation models for time series let a retailer explore forecasts without a year of feature engineering. What we validate in four to six weeks.
5 min readRead
Next step
Tell us what you need to solve.
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Value, acceptance and payment terms are agreed per stage.