In active development
Regalame
An active product with users in Spain and South America. Current work focuses on reliability while its AI-first systems evolve.
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Software & AI Lab
We build our own software.
AI is part of the design, development, review and maintenance process. We test new workflows and document the systems that emerge from the work.
Application
Regalame
Common interface
Text · structured data
Provider routing
Gemini → retries → DeepSeek
Normalized response
Validation · controlled errors
What is Kiolabs?
Products, experiments and the systems behind them
Products solve specific problems. Experiments test early ideas. The Lab records the systems and lessons worth carrying forward.
Build
Products intended for people to use.
Test
Ideas, tools and AI-first workflows.
Validate
Real feedback before further investment.
Document
What was built and what was learned.
Products
All products
Software built for real use
Private beta · preparing release
Kioday
Plan today's tasks within category limits, keep a backlog and set reminders.
View productPublished on Google PlayInvitation only
JiuJitsu Sant Cugat
The club app for classes, attendance, news, profiles, community and its Randori ranking with Elo and Karma.
View productInside the Lab
Systems behind current product work
Two workflows currently operating around Regalame.
Multi-provider LLM layer
A common interface routes requests to Gemini, handles transient failures, falls back to DeepSeek and returns a normalized response.
GeminiDeepSeekPydanticTyped errors
See how it works
Running daily
AI-assisted issue remediation
Every morning at 08:00, an automated process reviews Sentry logs through its MCP, triages issues and, when needed, creates a GitHub pull request with a candidate fix for human review.
SentryAIGitCI
Visit the lab
Experiments
Explore the lab
Ideas still being validated
Paused
Kiogest
A functional automation demo for accountancy firms. Paused while it awaits enough external validation to justify more work.
Awaiting validation
Read the experiment Research
Forexify
An exploration of tools for Forex. It remains research until there is a clear enough proposal to become a product.
Research / experiment
Read the experiment About Kiolabs
Build, learn and document
Kiolabs exists to turn technical ideas into working software, learn from real use and document the parts worth carrying into the next project.
Why the lab exists Software & AI Lab
Technical conversations and collaborations
Kiolabs is open to conversations and occasional collaborations that overlap with the lab's technical work.