Nucleaus
MainGalaxy
MarketCoresSpectrumMatrixSolutions
QuickViewScorecardsMapHex
Market TrendsMarket VerticalsDevOps Journey
Spotlight · AI-assisted engineering

Is AI part of how your engineers ship?

Coding assistants and engineering agents inside the daily developer workflow. Low lift and far left: the assistant lives in the editor and the pull request. The only production question is how AI-written code behaves once shipped.

Common today6 matrix258 solutions5 before release1 in productionspans 2 cores
SHIFT LEFT · BEFORE RELEASESHIFT RIGHT · IN PRODUCTIONfeeds the next plan
A team's taskstart here ▸
Production footprint◂ your stops
1
Frontier & General Foundation Models
NUCL-C2S02M015
Plan
Which model writes and reasons about your code?
Yes stop inNo bypass
2
AI Coding & Software Engineering
NUCL-C2S02M028
Code
Do developers have an assistant in the editor and the review?
Yes stop inNo bypass
3
AI Frameworks, Tools & Libraries
NUCL-C2S02M002
Code
What do you build your own coding agents with?
Yes stop inNo bypass
4
Code & Documentation
NUCL-C3S02M008
Code
Do you need generated docs and tests?
Yes stop inNo bypass
5
IT Operations & Service Management
NUCL-C3S01M011
Build
Do generated changes pass the same pipeline as human ones?
Yes stop inNo bypass
6
Log Analytics & Observability
NUCL-C2S01M011
Monitor
Can you see how AI-written code behaves once it ships?
Yes stop inNo bypass
RELEASE · GO-LIVE
A team's taskstart here ▸
SHIFT LEFT · BEFORE RELEASE
1
Frontier & General Foundation Models
NUCL-C2S02M015
Plan
Which model writes and reasons about your code?
Yes stop inNo bypass
2
AI Coding & Software Engineering
NUCL-C2S02M028
Code
Do developers have an assistant in the editor and the review?
Yes stop inNo bypass
3
AI Frameworks, Tools & Libraries
NUCL-C2S02M002
Code
What do you build your own coding agents with?
Yes stop inNo bypass
4
Code & Documentation
NUCL-C3S02M008
Code
Do you need generated docs and tests?
Yes stop inNo bypass
5
IT Operations & Service Management
NUCL-C3S01M011
Build
Do generated changes pass the same pipeline as human ones?
Yes stop inNo bypass
RELEASE · GO-LIVE
SHIFT RIGHT · IN PRODUCTION
6
Log Analytics & Observability
NUCL-C2S01M011
Monitor
Can you see how AI-written code behaves once it ships?
Yes stop inNo bypass
Production footprint◂ your stops
See the spotlight