Purpose visible
Clarify who should benefit and what should improve before building.
AI framework for software development
Build. Measure impact. Get better.
LoopsWork connects AI-assisted development, impact, and learning so faster delivery leads to meaningful improvements.
The problem
Building faster does not automatically create more value.
AI can dramatically accelerate development.
More output alone says nothing about impact.
Without clear specs, feedback, evidence, and learning, poor decisions merely get implemented faster.
When feedback after release is deferred, Feedback Debt grows: changes have shipped, but their impact remains unevaluated.
Vibe Coding brings ideas to life quickly through prompts and experimentation. In LoopsWork, Loop-Coding connects small specs with verified delivery, impact, and learning. Explore the approaches →
The core model
Three loops connect delivery and impact.
BUILD
Describe and implement a small, testable change.
VALUECheck whether the expected impact actually happened.
LEARNINGFeed insights back into specs, tests, ways of working, and context.
Learning changes the next Build — the loops run in parallel and inform one another.
Guiding principles
Six ideas for everyday work.
Small Specs
Keep the next change small enough to verify.
Small Context
Give agents only the relevant, current context for their task.
Humans decide
Humans own priorities, quality, and decisions.
Evidence over assumptions
Use tests, feedback, and measurements beyond mere plausibility.
Short feedback loops
Check early and apply insights to the next piece of work.
Mini example · shopping cart
From CART 1.0 to the next improvement.
A shopping cart change shows how the three loops work together.
- Pitch
- Small Spec
- Implementation
- Acceptance
- Deployment
- Evidence
- Learning
Who is LoopsWork for?
Product Owners & product leads
Connect priorities to a testable benefit hypothesis.
Explore the Value Loop →Engineering leads & development teams
Keep specs small and make technical quality reviewable.
Explore the Build Loop →Agile Coaches & organisation developers
Clarify responsibilities and improve collaboration through experiments.
Explore the Learning Loop →Go further