AI-Driven Cloud Workflows: Enhancing Efficiency in CI/CD Pipelines
International Journal of Latest Technology in Engineering Management & Applied Science,
Journal Year:
2025,
Volume and Issue:
14(2), P. 124 - 129
Published: March 12, 2025
Abstract:
The
software
development
landscape
has
undergone
a
significant
transformation,
driven
by
the
rapid
evolution
of
cloud
computing
and
increasing
adoption
DevOps
practices.
In
this
context,
integration
Artificial
Intelligence
into
cloud-based
CI/CD
(Continuous
Integration/Continuous
Deployment)
pipelines
potential
to
revolutionize
way
is
developed,
deployed,
maintained.
This
research
paper
explores
impact
AI-driven
workflows
on
enhancing
efficiency
productivity
in
process.
examines
challenges
opportunities
presented
intersection
AI
DevOps,
drawing
insights
from
real-world
case
studies
industry
trends.
It
investigates
how
technologies,
such
as
machine
learning
natural
language
processing,
can
optimize
various
stages
lifecycle,
including
requirements
engineering,
code
generation,
testing,
deployment.
Furthermore,
discusses
ethical
implications
risks
associated
with
development,
addressing
concerns
bias,
transparency,
need
for
human
oversight.
By
analyzing
current
state
their
pipelines,
aims
provide
valuable
teams,
practitioners,
decision-makers.
findings
study
suggest
that
strategic
AI-powered
technologies
enhance
efficiency,
agility,
reliability
delivery,
ultimately
enabling
organizations
stay
competitive
rapidly
evolving
digital
landscape.
[1]
Language: Английский
Embedding Security into DevOps
IGI Global eBooks,
Journal Year:
2025,
Volume and Issue:
unknown, P. 155 - 168
Published: March 14, 2025
In
the
fast-paced
world
of
software
development,
integrating
security
into
DevOps
pipeline
is
essential
for
achieving
Continuous
Protection.
This
chapter
provides
a
comprehensive
overview
DevSecOps,
an
approach
that
unifies
with
development
and
operations
to
create
secure,
reliable,
scalable
systems.
The
begins
by
examining
challenges
traditional
in
introduces
key
principles
such
as
early
vulnerability
detection,
automation,
fostering
security-first
culture.
Practical
insights
implementing
tools,
managing
risks,
enhancing
collaboration
among
cross-functional
teams
are
provided.
Readers
will
gain
understanding
how
DevSecOps
can
be
leveraged
ensure
remains
secure
without
compromising
on
agility
innovation.
Language: Английский