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Trend detail

AI Machine LearningAI and automationBreakout52% confidenceNewEmerging

Ai-ops

Rank #70 with 3 captured signals across 1 sources.

Ai-ops is a breakout AI Machine Learning trend driven by developer activity with 3 signals across 1 sources (strongest on Pypi).

Open source item from PyPICompare with Bailian BilingualBrowse AI and automationBrowse AI Machine Learning
Total score28.8
MovementNew
MomentumNo prior run
First seen29 Mar 2026
Ai-ops

About

What is Ai-ops?

Integration of software development and operations

DevOps is the integration and automation of software development and information technology operations. DevOps encompasses the tasks necessary for software development and can lead to both shortening development time and improving the development life cycle. According to Neal Ford, DevOps, particularly through continuous delivery, employs the "Bring the pain forward" principle, tackling tough tasks early, fostering automation and swift issue detection. Software programmers and architects should use fitness functions to keep their software in check.

Read more on Wikipedia

History

Score trajectory

Score

Component breakdown

Platform intelligence

Source-by-source breakdown

1 sources · 3 signals
developer (1)
25.4 pts estimated contribution
Evidence (3)
vmware-nsx-mgmt VMware NSX networking management: segments, gateways, NAT, routing, IPAM
developer · value 211.0 · 21 Apr 2026
vmware-aria VMware Aria Operations (vRealize Operations) monitoring, alerting, and capacity planning
developer · value 211.0 · 21 Apr 2026
vmware-nsx-security VMware NSX DFW microsegmentation and security: distributed firewall, security groups, tags, traceflow, IDPS
developer · value 215.0 · 21 Apr 2026
Developer 19.4 · Diversity 6.0Latest healthy fetch kept 19 of 19 items

Why now

Why is Ai-ops trending?

1
Developer signals are leading the move (19.4 score)
2
The trend improved by 3 ranking positions since the previous run
3
Discussed on Pypi“vmware-nsx-mgmt VMware NSX networking management: segments, gateways, NAT, routing, IPAM”

Identity

Aliases & duplicates

Tracked aliases
ai ops
ai-ops
Ai-ops

Opportunity

What you can do with it

Stable
Composite29%
Discovery40%
SEO21%
Content13%
Product53%
Investment16%
Limited actionability signals

Prediction

Breakout outlook

Stable · 42% confidenceNo strong momentum signals

Audience

Who and where this seems relevant

DeveloperAudience segment
3 signals
Language: ENLanguage
2 signals

Related

Adjacent trends

Geo

Where it is showing up

No location signals yet.