Multi-provider LLM layer
Constraint
Application features should not depend directly on one model provider.
Implementation
A common interface handles Gemini, DeepSeek fallback, structured output, typed errors and normalized responses.
Working systems, prototypes and paused ideas. Lab records the state of the work; the Blog explains what was learned from it.
Concrete engineering systems currently operating around Regalame.
Application features should not depend directly on one model provider.
A common interface handles Gemini, DeepSeek fallback, structured output, typed errors and normalized responses.
At 08:00, the process reviews and triages Sentry logs through its MCP.
When a fix is needed, it investigates the codebase, runs tests and creates a GitHub pull request with a candidate change for human review.
Each experiment records its current problem definition, evidence and next decision.
A functional automation demo for accountancy firms, paused while it awaits external validation.
Read the experimentAn exploration of Forex tools, currently focused on problem definition and product direction.
Read the experimentLonger technical notes and conclusions live in the Blog.