Spot SI Entropy
before it becomes a crisis.
See the invisible
We track your software evolution to expose technical
and AI-generated drift, to keep your delivery predictable
We track your software evolution to expose technical
and AI-generated drift, to keep your delivery predictable


Software systems decay silently.
Codebases expand, but understanding shrinks.
AI-generated code floods your repos while dependencies tangle, making every new feature twice as hard to ship as the last one.
Meanwhile, delivery slows down, technical debt becomes an abstract debate, and nobody can pinpoint exactly where the system is breaking.
Every team scaling their codebase with AI and legacy hits this wall.
Software systems decay silently.
Codebases expand, but understanding shrinks.
AI-generated code floods your repos while dependencies tangle, making every new feature twice as hard to ship as the last one.
Meanwhile, delivery slows down, technical debt becomes an abstract debate, and nobody can pinpoint exactly where the system is breaking.
Every team scaling their codebase with AI and legacy hits this wall.
Fix the software complexity
you thought you had to live with.
FixEntropy is a modular platform that gives you real control over how your system evolves, how AI impacts your codebase, and where to invest to regain technical leverage.
Fix the software complexity
you thought you had to live with.
FixEntropy is a modular platform that gives you real control over how your system evolves, how AI impacts your codebase, and where to invest to regain technical leverage.
Before FixEntropy
Silent entropy
buildup goes unnoticed until delivery stalls
AI-generated code
creates unmanaged black boxes
Technical debt
is an abstract, endless debate
Implicit coupling
causes unexpected regressions
Architecture decisions
are based on gut feeling
After FixEntropy
Real-time drift detection
alerts you before the system slows
AI-governance
tracks ownership and cognitive load
Data-driven priorities
show exactly what to fix and why
Dependency mapping
reveals hidden structural risks
System visibility
provides a clear roadmap for investment
Fix the software complexity
you thought you had to live with.
FixEntropy is a modular platform that gives you real control over how your system evolves, how AI impacts your codebase, and where to invest to regain technical leverage.
Before FixEntropy
Silent entropy
buildup goes unnoticed until delivery stalls
AI-generated code
creates unmanaged black boxes
Technical debt
is an abstract, endless debate
Implicit coupling
causes unexpected regressions
Architecture decisions
are based on gut feeling
After FixEntropy
Real-time drift detection
alerts you before the system slows
AI-governance
tracks ownership and cognitive load
Data-driven priorities
show exactly what to fix and why
Dependency mapping
reveals hidden structural risks
System visibility
provides a clear roadmap for investment

System Insights
Gain full architecture visibility & prevent complexity
Monitor your system’s drift, govern AI-generated growth, and give architects actionable data to protect your delivery speed — all in one place.

Detect & auto-retry flaky jobs
Surface flaky jobs and automatically retry flaky jobs based on rules you define

Surface CI efficiency
Surfaces CI job costs and median durations

Uncover job health
Tracks failure spikes, retry patterns, and unhealthy jobs

Real-time graphs and job tables.
Real-time graphs and job tables. No dashboard-building needed.

System Insights
Gain full architecture visibility & prevent complexity
Monitor your system’s drift, govern AI-generated growth, and give architects actionable data to protect your delivery speed — all in one place.

Detect & auto-retry flaky jobs
Surface flaky jobs and automatically retry flaky jobs based on rules you define

Surface CI efficiency
Surfaces CI job costs and median durations

Uncover job health
Tracks failure spikes, retry patterns, and unhealthy jobs

Real-time graphs and job tables.
Real-time graphs and job tables. No dashboard-building needed.

Measure architectural quality and standards compliance to ensure delivery security
Craft Consulting
30 engineers
AI Infrastructure
Real teams, real results
Monitor your system’s drift, govern AI-generated growth, and give architects actionable data to protect your delivery speed — all in one place.