►
Description
GitHub's platform allows developers to collaborate on code using a wide range of tools and integrations that reduce friction in their day to day workflows. With a vast library of open-source code, assistance from AI, and more, teams can be confident in how they're building secure solutions in both their integrated development environments (IDE) and CI/CD pipelines. In this interactive session with Tug Grall, Principal Solutions Engineer at GitHub, we'll have a conversation about today's landscape and what GitHub can offer businesses long term.
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About GitHub
It’s where over 100 million developers create, share, and ship the best code possible. It’s a place for anyone, from anywhere, to build anything—it’s where the world builds software. https://github.com
A
A
My
name
is
Senna
and
I'm,
a
Solutions
engineer
here
at
GitHub
I
support,
Amia
customers
and
just
getting
the
most
out
of
GitHub
Enterprise,
whether
that's
security,
devops,
some
of
the
productivity
stuff
we'll
be
talking
about
today,
authentication,
you
name
it
and
I'm,
currently,
based
in
Amsterdam
and
I've,
got
a
background
in
front-end
development.
So
you
know
I
really
wish
some
of
the
tools
we're
going
to
talk
about
today
were
around
back
in
my
day,
so
super
excited
to
show
you
this
stuff
and
I'm
very
happy
to
be
joined
by
tug.
B
Sure
so
I
am
Craig.
Tuckerlin
I
am
solution,
engineer
like
Cena
and
as
you
can
guess,
my
from
my
accent.
I
am
French
on
based
in
French
on,
like
in
France
and
like
Cena
I'm,
helping
the
emea
customer
always
ever
single
related
to
a
to
GitHub
and
devops,
and
myself.
I
am
more
of
a
background,
a
back-end
developers
focusing
mostly
on
Java
in
the
past,
but
now
we
have
to
touch
many.
A
A
Also,
we
have
our
chat,
moderators,
Morgan
and
Anton,
and
if
you're
ever
thinking
as
a
part
of
this
session,
that
you
want
to
dive
deeper
into
something
and
talk
more
specifics,
there's
going
to
be
a
requested
ammo
button
at
the
top
of
your
screen,
and
you
can
click
that
and
you
can
just
fill
out
a
few
things
just
so.
We
know
how
to
like
get
back
in
touch
with
you
and
on
the
video
q
and
a
piece.
So
there's
a
raise
your
hand.
A
Button
and
you
can
raise
your
hand
to
come
on
video
and
and
talk
with
us,
there
are
going
to
be
times
where
we're
going
to
specifically
ask
you
to
come
on
stage
when
we
do
like
dedicated
q
a
at
the
end
of
the
session,
but
don't
be
shy
like
if
you
have
any
thoughts.
You
want
to
share
any
questions
that
you
want
to
ask.
Please
raise
your
hand.
We
would
love
to
talk
to
you
like.
We
want
to
learn
from
you.
A
C
C
A
Happy
to
have
you
and
you're
just
going
to
hear
from
me
for
a
few
more
minutes
before
I
pass
it
over
to
tug
okay
before
we
go
into
our
content,
I
think
it'd
be
interesting
to
learn
a
little
bit
more
about
you
and
the
perspective
that
you
have
so
I'm.
Just
gonna
stop
sharing
and
open
up
our
our
first
poll.
A
So
nice,
it
seems
like
a
lot
of
people
are,
are
focused
on
accelerating
high
quality
software
development
and
doing
that
efficiently.
So
that's
really
cool
to
hear
also
see,
there's
not
a
ton
of
I
guess
like
securing
the
code.
You
ship
is
probably
the
smallest
Focus,
but
that's
great,
because
we
also
have
a
session
on
security
tomorrow.
So
yeah,
it's
it's
cool
to
see
all
of
you
all
here
and
we've
got
almost
like
250
votes.
So
nice.
A
C
A
A
You
know
we're
representing
this
as
a
circle
here
in
this
cycle,
but
we
really
want
to
be
the
platform
that
can
help
you
do
all
of
your
work
in
the
same
context,
intersourcing
and
collaborating
together
sharing
code,
while
also
doing
it
securely
and
efficiently.
In
a
way,
that's
developers
typically
already
are
familiar
with
in
their
work
and
personal
projects
in
open
source
work.
So
just
getting
that
in
an
efficient
and
secure
Enterprise
platform
is
how
we
think
of
GitHub
Enterprise
and
yeah
the
developer
experience.
A
So
this
is
core
to
everything
that
we
do
at
GitHub
to
use
GitHub
to
build
GitHub,
but
also
how
we
can
build
tools
for
you
and
your
company
to
be
successful
in
devops,
which,
at
the
end
of
the
day,
is
it's
for
your
developers.
And
what
do
we
mean
by
the
developer?
Experience
so
you're
going
to
see
examples
of
all
of
this
later,
but
we
want
to
focus
on
this
experience
in
every
step
of
the
of
the
software
development
life
cycle,
so
from
planning
things
with
tasks
to
actually
developing
the
code
to
securing
it.
A
A
Okay,
before
I
hand
it
over
to
tug
one
last
time,
I
do
want
to
share
another
poll,
so
I'm
going
to
kick
that
off
in
goldcast.
So
let
me
open
this
one.
Okay,
now
we're
going
to
talk
a
lot
about
copilot
and
code
spaces
and
just
curious
from
the
audience.
Have
you
used
either
of
these
tools
yet
I
see
a
good
amount
of
people
saying
neither
and
that's
actually
great,
because
tug
is
going
to
show
you
all
about
that
and
kind
of
related
I
I
would
love
to
ask
the
audience
to
yeah.
A
Does
anybody
have
problems
like
onboarding
new
developers
and
setting
up
new
environments,
because
there's
a
lot
of
things
we
can
talk
about
there
and
yeah
I
would
love
to
hear
from
you
and
I
actually
see
I
see
Cynthia
in
the
that's
raising
her
hand
to
come
on
to
Stage?
Actually,
it
just
got
retracted,
but
yeah
anybody.
Anybody
have
like
common
problems
here
and,
in
the
meantime,
I
see
a
lot
of
things
in
the
chat
actually
about
it
being
a
nightmare.
A
B
One
one
of
the
things
that
I
really
like
about
got
species
is
the
fact
that
when
I
want,
you
know
part
of
our
job
center.
We
are
building
a
lot
of
demonstrations
so
and
we
have
to
switch
project
all
the
time.
So
one
day
we
have
to
show
a
Java
applications
the
next
day.
We
have
to
show
something
different
for
this
specific
task.
It's
very
exciting,
because
we
have
almost
nothing
to
do.
We
click
on
it's
done.
B
If
you
look
in
a
more
real
life,
so
because
not
everybody
is
building,
demos
is,
if
you
want
to
contribute
to
a
project
where
you
don't
work
on
it
every
day.
So,
for
example,
say
now
and
myself
we
can,
if
we
want
to
contribute
to
the
source
code
of
GitHub
itself,
because
every
developer
at
GitHub
can
use
code
spaces
to
build
GitHub
and
last
weekend,
I
think
it
was
last
weekend.
I
was
kind
of
working
on
a
contribution
for
one
of
the
code.
B
Ql
actions
and
I
use
use
code
spaces
just
clicking
on
the
button
and
if
you
look
at
it
from
a
team
when
you
want
to
ease
adoptions
or
the
onboarding
of
new
developer
or,
more
importantly,
the
winners
who
are
serving
people
working
together,
it's
very
nice
if
you
can
put
code
spaces
available
on
your
on
your
project,
you
one
click
as
a
as
a
last
point
on.
Please
react
if
you
relate
to
one
of
the
things
that
I
have
said.
B
So
if
you
want
to
contribute
to
a
project,
an
open
source
project
that
is
present
on
github.com
as
a
starting
point,
click
on
code
spaces,
if
you
want,
if
you
are
earning
on
your
own
private
kind
of
or
your
personal
project,
other
code
spaces
with
few
clicks
like
that,
everybody
will
be
able
to
to
to
help
you
on
your
project,
so
any
experience
with
either
contributing
on
a
project
with
a
one
click
or
helping
a
team
member
with
code
spaces
somewhere
else.
Please
share.
If
you
have
it.
A
B
Vladimir,
you
have
you
tested
the
code
spaces
on
your
iPad,
it's
not
an
app,
but
it's
a
web
application.
So
just
click
on
you
will
see.
I
I've
done
some
very
basic
stuff.
On
my
iPad
myself,
who
he's
got
spaces,
it's
not
my
main
tool,
but
you
should
try
because
it's
work,
it's
it's
working
and
do
not.
If
you
have,
if
you
have
tried,
please
do
not.
Please
share.
A
Let's
see
something
from
John,
it's
worth
mentioning
mentioning
they're,
very
interested
in
the
audit
tracking
of
code
to
show
that
an
artifact
has
been
tested
and
that
tests
have
passed
and
or
spot
code
that's
been
updated,
pushed
through
without
testing,
so
I
can
kind
of
see
how
some
of
our
new
our
new
co-pilot
announcements
on
the
pull
request.
Integration
can
really
help
there.
A
B
And
as
part
of
what
I
want
to
share
with
you,
as
we
mentioned,
is
it
coming
yeah?
So
we
talk
about
resources
for
developer
and
tooling,
so
I
will
start
with
few
resources
that
are
very
important,
that
you
know
about
just
to
be
sure
that
you,
you
can
find
information,
so
you
have.
Obviously
the
github.com
features,
give
you
a
link
to
different
parts
of
the
product,
especially
the
documentation,
but
also
giving
you
access
to
something
very
exciting,
all
the
new
stuff.
We
are
pushing
every
time
we
build
something.
B
We
very
often
create
early
access
to
the
feature.
So
you
see
copilot
for
pull
request.
That
Sena
was
mentioning
copilot
chat,
copilot
products,
and
you
have
many
many
tools
like
that.
So
don't
please
go
to
slash
features,
go
to
the
feature
previews
and
join
the
wait
list.
You
will
kind
of
discover
many
things
as
a
developer.
Another
part
that
its
resources
github.com,
so
where
we
publish
many
white
paper
on
best
practices
for
developers
so
do
not
hesitate
to
go
there,
and
one
of
my
favorite
plays
is
the
challenge
log.
B
So
when
you
go
to
the
challenge
log,
the
way
you
go
to
it,
it's
using
the
blog
you
go
to
the
blog
or
you
can
subscribe
to
the
feed
on
your
click
on
challenge
log
on
search
log.
It's
every
time
we
push
something
on
the
product
we
match.
We
make
a
small
announcement.
We
make
some
new,
so
you
see
today
today.
B
Yes,
today,
we
just
announced
that
we
have
some
rules,
new
things
that
has
been
published
dependency
graph
to
to
give
information
and
I
was
looking
yesterday
about,
for
example,
generate
a
software
bill
of
material
from
from
your
dependency
graph,
so
do
not
hesitate
to
on
a
regular
basis,
go
to
there
and
you
can
filter
as
a
challenge
log
based
on
the
features
that
you
want
to
see.
So
it's
one
of
the
very
interesting
resources
when
you
are
looking
for
learning
more
about
about
GitHub.
B
So,
in
addition
to
this,
a
big
part
of
today,
we
are
in
a
forum,
so
we
will
have
an
opportunity
to
discuss
and
share
some
experience
just
after
my
demonstration,
but
remember
that
we
also
have
a
GitHub
community
that
is
very
active.
So
we
use
GitHub
discussions
as
you
probably
recognize
the
UI,
and
if
you
have
feedback,
if
you
have
discussions,
do
not
hesitate
to
send
to
go
there.
B
Finally,
an
important
part
also
will
be
the
roadmap.
You
want
to
know
what
what
is
coming
go
to
the
roadmap.
It's
organized
by
the
different
product
features
talking
about
the
public
feature,
it's
a
time
for
me
to
show
you
to
share
with
you
some
of
the
steps
that
I
wanted
to
share
with
you.
So
one
part
is
Cena
said
that
when
we
work
with
GitHub,
we
want
to
have
from
the
planning
to
the
production
from
the
planning
to
the
deployment.
B
One
of
the
feature
where
the
development
team
of
GitHub
is
investing
a
lot
based
on
a
lot
of
feedback.
We
have
from
you
as
a
user
from
you
as
a
community
user
or
Enterprise
User.
It's
also
GitHub
issues
and
projects,
and,
as
you
see,
we
have
a
very
complete
dashboard
where
you
can
customize
the
UI.
You
can
have
a
very
nice
backflow,
you
can
Group
by
repositories
or
any
of
the
field.
You
can
create
custom
field,
for
example,
for
Sprints
and
anytime.
You
can
add
a
new
field
with
different
types.
B
So
you
see,
you
can
add
new
type
of
field
inside
your
inside
your
dashboard.
In
the
way
you
want
to
keep
track
of
your
applications
on
your
issues
and
then,
when
you
have
other
issues,
you
will
just
choose
different
way
of
representing
it
as
a
simple
dashboard
on
combo
using
spring
for
iteration
I
like
this
one,
when
you
organize
the
work
and
something
that
I
like
is
also
the
kind
of
the
road
map
where
you
can
use
so,
for
example,
if
I
want
this
issue
to
be
on,
my
current
Sprint
I
will
add
it.
B
It
will
automatically
match
the
roadmap
and
I
can
move
the
issue
in
the
different
screen.
So
you
have
a
good
Vision
about
what's
happening
and
obviously-
and
we
use
that
internally
a
lot
at
GitHub
every
time
we
want
to
communicate.
We
organize
the
work,
it's
using
GitHub
issues
and
when
we
work
on
the
issues
we
continue
to
add
small
features
for
the
developers
to
make
you
to
make
sure
that
it's
the
best
tool
for
you
one
example,
for
example,
one
example
was
I
think
it
was
a
pushed
last
week.
B
Is
you
see
we
have
capabilities
to
create
task
list
and
you
have
entered
into
into
this
capacity
to
switch
any
task
item
into
an
issue,
so
organizing
kind
of
a
hierarchy
or
next
step,
and
in
addition
to
that,
one
of
the
features
that
I
like
I,
don't
know
for
you,
but
you
have
some
of
the
markdown
syntax.
Sometimes
I
forgot
how
it
works.
You
see
you
have
this
command,
slash
command,
just
use
the
slash
command
in
the
issue
and
you
will
have
some
help.
But
what
do
you
want
to
do?
B
Do
you
want
to
create
a
code
block?
Do
you
want
to
create
a
table?
One
one
that
is
quite
nice
is
the
detail
that
you
know
when
you
want
to
write
some
code
here
and
have
as
a
preview
as
a
as
we
work
a
nice
kind
of
interaction,
so
just
having
this
tool
available
as
on
any
project
is
quite
nice
and
when,
if
I
go
back
to
this,
you
also
have
a
way
to
make
some
automations
on
one
of
the
tasks.
The
first
stack
you
should
do.
Is
this
one?
B
So
you
go
to
the
workflow
sorry
and
you
make
sure
that
you
Auto
add
issues
to
the
project
so
automatically
from
a
specific
project.
You
will
add
the
issues
that
you
create
on
your
repositories
in
your
specific
dashboard.
So
a
lot
of
work,
a
lot
of
exciting
stuff.
You
do
as
a
developer
to
manage
your
project
and
communicate
with
your
product
owners
on
your
project
team.
B
B
So
when
you
are
working
on
your
project,
one
of
the
first
tasks
you
will
do
is
contributing
to
the
project
making
giving
access
to
the
developer
on
building
the
pull
request.
I
have
an
existing
pull
request
and
what
I
wanted
to
show
here
is
the
fact
that,
first
of
all,
you
have
the
link
with
the
issue
that
will
be
closed
automatically.
So
all
the
workflows
about
your
project
management
will
automatically
link.
B
So
you
see
the
links
of
this
issue
to
the
pull
request,
dashboard
that
you
are
using
the
project
verb
all
the
commits
on
a
very
important
part.
When
we
talk
about
automation,
security-
and
you
said
you
are
on
the
first
poll
you
wanted
to
you-
use
devops
on
GitHub
to
make
sure
that
you
deliver
safe,
often
on
safer
software.
Security
is
embedded
on
tomorrow.
Cena
we'll
do
another
discussion
about
security,
but
you
see
here,
I
have
I,
have
an
anomalies
that
has
been
arrived,
I
have
a
risk
of
SQL
injections.
B
If
I
go
to
the
detail,
I
will
find
some
information
and
or,
as
always
with
GitHub.
We
always
want
to
work
with
in
a
collaborations
helping
people
helping
each
other.
The
same
way,
you
will
do
in
your
open
source
project.
When
you
ask
for
a
review,
you
can
always
ask
for
help
personally
when
I
work
on
security,
I,
don't
necessarily
have
all
the
skills,
if
I
don't
have
the
skills.
I
will
ping.
Somebody
from
my
team
or
if
we
have
a
specific
security
team
I
will
bring
the
security
team
to
say.
A
We
actually
had
a
question.
I
was
wondering
if
before
we
we
go
into
the
code,
spaces
I
see
that
moben
has
raised
their
hand,
so
moving
I'm
gonna
approve
you
to
come
on
stage
and
and
turn
on
your
video
and
yeah
just
ask
away,
and
while
they
are
while
they're
actually
joining
there
was.
There
was
a
few
questions
that
we
got
about
I,
think
projects
so
I'll
ask
a
question
about
whether
we
support
scrum
templates
as
well
as
kanban
boards.
B
So
you
see
the
compound
ball,
so
you
we
support
that
on
the
way
we
don't
have
specific
to
the
templates
for
scum
itself,
so,
like
user
story
on
Roger
hierarchy,
people
can
build
it
by
organizing
their
task
differentially.
But
we
have
no
specific
template
today
to
have
a
specific
way
of
working
based
on
the
Strategic
methodology.
A
B
B
A
B
B
If
I
want
to
run
on
a
specific
Branch
I
will
show
you
some
I
was
not
planning
to
show
that,
but
I
will
just
quickly
show
is
create
just
simply
create
a
workflow
that
you
use
to
work
on
on
a
specific
application.
So
what
I
have
done
here
in
my
action?
I
have
created
a
workflow
to
kind
of
run.
The
project
manually,
so
I
will
run
the
workflow
on
a
specific
Branch
I
choose
which
bunch
I
want
to
test.
You
will
scan
and
you
will
push
the
result
of
the
scan
into
the
branch.
B
So
if
I
go
so
suppose,
I
execute
the
thing
on
the
branch
you
go
to
your
security
bar
and
here
you
will
be
able
to
see
the
finding.
If
you
want
to
use
GitHub
and
share
that
with
your
developers
with
your
security
team,
you
can
go
to
here
and
then
you
will
choose.
Oh,
let
me,
let's
show
you
the
different
issue
that
has
been
found
on
this
Branch,
so
you
can
do
it
directly
from
GitHub
using
workflow.
This
is
what
I
like
to
do
most
of
the
time,
because
that
we
can
capture
and
other
all.
B
B
So
code
scanning
is
available
for
every
public
repositories
and
you
have
to
be
on
guitar,
Price,
Plus
Advanced
security
to
use
that
on
your
private
repositories,
it's
working
on-prem
on
on
the
cloud,
so
good,
good
part
about
security.
How
do
you?
How
do
you
work
on
on
this
security
issue?
So
I
am
on
my
pull
request.
I
have
some
work
to
do
me,
or
somebody
else
has
to
do
this.
B
To
fix
this
with
a
simple
click:
I
will
be
able
to
go
in
code
spaces
and
you
will
run
the
environments.
This
is
what
I
have.
This
is
what
I
I
done
here.
I
will
restart
it.
So
you
see
it
stopped.
So
let
me
restart
it
from
the
pull
request,
so
it
will
start
automatically
my
ID
and
in
this
case,
by
default.
My
configuration
I
said
that
I
want
to
use
the
web
interface
and
to
please
because
we
like
to
work
as
a
as
a
team.
B
I
will
switch
to
the
dark
mode
when
it's
done,
but
what's
something
I
want
to
show
about
the
code
spaces
part
that
you
may
not
you
may
not
know
is
at
any
time
from
from
when
you
work
with
code
spaces,
not
only
you
can
use
a
web
interface,
but
if
you
have
an
existing
instance,
you
can
switch
to
different
tools,
so
you
can
use
a
browser
base.
This
is
what
I
use
as
part
of
the
demonstration.
B
B
The
idea
is
to
have
the
container
that
contains
all
your
informations
about
the
code
under
execution
and
when,
if
I
go
back
to
my
IDE
here,
you
saw
that
inside
the
pull
request,
I
had
an
anomaly
in
my
code
and
these
are
normally
has
been
erased
in
the
pull
request,
and
you
see
it's
visible
here.
I
asked
Security
office
to
fix,
so
here
it's
a
basic
secret
injections.
I
can
click
on
go
back
to
to
the
to
the
pull
request?
What
I
wanted
to
show
here?
B
It's
kind
of
how
you
can
use
in
addition
to
have
this
code
space
tool.
That
is
one
click,
and
you
start
is
that
also
the
full
story
about
how
we
work
with
all
tools
like
a
pilot,
so
as
part
of
my
project
when
I
started
code
spaces
I
have
the
dev
container
and
in
this
Dev
container
I
have
configured
my
ID
to
use
copilot
tools,
a
reviewer,
different
tools
that
I
want
to
use,
and
you
can
also-
and
this
is
why
it
isn't
very
interesting-
to
help
the
onboarding
of
new
developers.
B
B
Let's
go
back
to
fixing
my
bug.
I
am
lazy,
so
I
will
use
copilot
I
will
not
even
think
about
what
I
have
to
do.
I
will
just
select
the
code,
use
copilot,
Labs
extension
and
I
will
ask
these
extensions
to
fix
the
bag,
and
if
we,
if
it
seeks
a
bag,
you
see
he
has
changed
your
code
by
switching
to
a
prepare
statement.
So
a
better
code.
B
I
can
also
do
something
different
by
doing
a
custom
work,
for
example,
saying
fix,
SQL
injection
risk
up,
add
High
patch
to
make
it
more
robust
and
finally
extract
SQL
statement,
I'll
stream.
So
by
doing
this,
I
am
asking
copilot
to
reformat,
rework
the
work
and
in
all,
in
all
the
steps
it
will
work
this
way.
So,
just
before
finishing
this
demonstration,
when
you
see
that
I
can
do,
I
will
just
show
one
thing:
is
somebody
talk
about
charging?
Sorry
gpt4?
B
You
may
have
seen
the
announcements
earlier
this
week
about
copilot
X
on
the
new
tools
if
I
take
exactly
the
same
tool
or
the
same
issue.
Sorry
as
inside
my
using
copilot
X,
so
the
new
version
of
copilot
it's.
This
is
working
locally
and
you
see
I'm
using
a
dark
mode
to
to
make
a
the
team
happy
and
in
this
case
I
will
use
different
parcel.
B
For
example,
I
can
use
the
chat
window
so,
instead
of
going
outside
on
going
to
chat,
GPT
and
for
ask
for
information,
I
can
say:
okay,
explain
the
code
I
will
you
will
explain
the
selected
code
and
it
will,
it
will
describe
it.
So
I
am
in
the
context
of
these
applications
and
I
can
say.
Also,
do
you
see
any
issue
with
the
selected
curve,
foreign.
B
Is
you
see
it's,
you
have
a
risk
of
SQL
injection
here,
it's
telling
me
I
have
to
be
careful,
so
I
say
fix.
The
I
can
do
the
same
as
before,
fixed
and
in
this
case,
a
big
difference
with
what
you
have
seen
in
the
past
with
copilot
or
what
you've
used.
I
have
the
code
in
the
context
here
and
I
can
potentially
click
here
and
just
replace
the
part
of
the
code
directly
for
here.
It's
not
only
suggesting
the
code
but
also
helping
and
trying
to
understand
the
code
and
I
can
do
that.
B
B
So
if
we
see
it,
you
will
have
kind
of
an
easy
way
for
the
developer
to
work
from
giving
an
issue,
giving
access
to
many
things
for
the
project
management
code,
spaces
to
start
or
work
locally.
On
your
machine
with
some
AI
work
and
as
mentioned
by
by
Cena,
we
are
also
working
on
improving
the
pull
request
to
make
some,
for
example,
when
you
have
a
pull
request,
make
automatic
suggestions.
B
So
it's
currently
it's
a
video
available
on
the
blog
post,
but
it's
a
some
some
kind
of
example
to
get
information
about
the
project
to
make
the
developer
more
productive,
but
helping
with
the
tasks
that
you
you
are
doing
quite
often
and
you
want
to
accelerate
so
I
will
stop
here
and
if
you
have
any
question
I
will
we
will
be
happy
to
answer
on
share
I
think
it's
also
your
time
to
kind
of
share
your
your
experience.
We.
D
Yes,
so
well,
I'm
PhD
student
and
I'm,
developing
some
software
and
when
I
use
it
I,
mainly
like
write
some
code
and
when
I'm
writing
that
goal
I
like
learn
how
to
prompt
it
so
I,
for
example,
I
can
put
a
description
of
what
I
want
to
to
write
and
I
say
this
function
does
X
and
then
I
wait
until
copilot
I
start
generating
something
and
from
there
I
can
take
it
modified.
Something
is
basically
good.
Sometimes
you
need
some
fixes,
but
it
helps
me
like
a
lot.
D
It
has
speed
me
up
like
at
least
a
30
percent
of
what
they
I've
done
before
and
also
when
I'm
doing
like
several
structures
or
things
that
follow
a
pattern.
It
auto
completes
like
I,
don't
know,
I'm
doing
a
function
and
then
different
modifications
of
the
function,
and
it
follows
the
pattern,
so
it
like
I
do
one
and
GitHub
copilot
do
the
five
next
ones.
So
that's
that
have
been
awesome,
but
now
we
have
this
chat.
D
Also
and
I'm
learning
more
like
about
what
other
features
I
can
use
to
speed
even
more
what
I
I
was
doing
and
I
used
chat
DBT
as
well
to
solve
these
questions
so
now,
I'm
happy
that
I
have
that
in
GitHub,
like
in
my
BS
code,
when
in
programming
I
can
talk
to
the
copilot
right
there,
I
don't
need
to
copy
and
paste
code
and
then
give
context
to
that
DPT.
It
will
be
every
Everything
happening
in
my
like
IDE.
B
Because
this
is
what
is
the
LA
to
start
with?
The
last
sometimes,
you
said,
is
a
big
part
of
what
the
product
team
is
doing
and
what
we
are
pushing
is
really
to
allow
you
to
stay
focused
stay
in
the
ID.
Do
everything
you
want
into
the
the
ID
and
what
you
said
about?
Also
the
the
30
percent
or
whatever
the
numbers
you
used,
it's
very
important
to
always
mention
it's
called
copilot
right,
it's
GitHub,
copilot!
A
A
B
Refactoring
human
code
refactoring
yes,
code,
refactor
yeah,
so
so
a
nice
way
to
under
to
to
answer.
Yes,
we
are
that
we
have
to
keep
in
mind
that
it's
it's
a
brand
new
project
it
and
it's
a
brand
new
product
and
we
have
to
choose
our
battle
on
how
to
kind
of
organize.
So
one
of
the
thing
was
first:
if
you
look
at
what
what
I
showed
today,
for
example,
autopilot
before
before
this
week,
I
could
not
modify
my
code
with
copilot.
It
was
always
adding
new
code.
B
Now
we
can
start
to
modify
the
code.
So
technically
we
can
start
to
see
where
it's
coming,
when
we
had
a
very
interesting
video
on
GitHub
next.com,
GitHub
next.com
in
one
word,
GitHub
next.com,
where
you
have
another
demo
on
the
pull
request
where
it's
not
really
refactoring,
but
it's
moving
from
wildlifeberry
to
another,
moving
from
python
to
transfer
floor
tensorflow
to
pythosh.
B
So
this
is
the
beginning
and
refactoring.
It's
part
of
one
one
of
the
use
case.
We
have
in
mind
when
we
talk
about
about
copilot
and
I,
see
an
interesting
question:
will
copilot
take
our
job?
Yes,
the
boring
the
the
boring
part
of
our
job,
a
battery
factoring.
Yes,
you
will
take
our
it
will
take.
It
will
help
us,
but
thinking
about
the
products
thinking
about
the
business
implementing
the
business,
it's
not
about
copilot
doing
it.
It's
just
helping
you
to
do
the
jobs
and
especially
writing
test,
for
example,
building
UI.
B
When
you
have
a
lot
of
repetitive
tasks,
you
still
have
to
do
the
design
you
still
have
to
organize
on
the
user
experience
I,
don't
think
it's
taking
I'm,
not
worried
that
it's
myself,
but
you
have
to
learn.
I
think
it's
very
important
for
all
of
us
to
start
to
work
with
AI
on
our
daily
job,
to
see
where
you
will
really
help
to
make
us
more
productive
and
where
we
have
to
be
in
focusing
in
terms
of
learning.
It's
a
nice
way
for
me,
for
example,
to
learn.
B
I
don't
know
what
was
your
experience
in
the
crowd
about
working
with
copilot,
but
me
it's
helping
me
to
discover
a
new
API
I
was
playing
a
one
with
Azure
cognitive
Services,
one
of
the
cognitive
AI
service
from
azure
I
was
learning
faster
than
before,
because
a
part
of
the
code
was
generated
or
suggested
for
me,
then
I.
The
logic
I
can
Implement
implemented
in
myself.
B
C
A
I
think
I'm
getting
an
actor,
but
there's
also
an
interesting
question
about
it
was
from
Kevin,
actually
so
Kevin.
If
you
want
to
come
on
stage,
we'd
love
to
have
you
talk
about
this
question,
but
he
asked
I
hope
co-pilot
can
make
my
pull
request.
Reviews
with
kind
request,
changes,
comments,
so
I
just
think
it's
interesting
to
think
about
like
the
way
that
this,
like
co-pilot
tool,
can
basically
make
suggestions
to
us
and
like
the
way
it
can
work
these
things
so
I
think
that
would
be
a
yeah.
A
So
I
was
curious
to
hear
from
you
Gregory
on
yeah.
What
kind
of
industry
you're
working
in
and
like
how
you
see
yourselves
being
able
to
use
these
AI
assisted
pair
of
programming
tools
and
I,
was
going
to
share
in
the
chat
some
information
about
our
our
privacy
fact
for
co-pilot
and
how
it
talks
a
little
bit
about
how
co-pilot
for
business
like
in
particular,
as
opposed
to
co-pilot
for
individuals,
doesn't
retain
any
code
Civic
data.
So
that
might
be
something.
That's
interesting
for
the
Privacy
folks
on
the
call.
As.
E
B
And
you
probably
know
already
that
github.com
is
hosting
millions
of
line
of
codes
from
private
repositories
for
for
many
Enterprise
on
the
cloud
when
the
when
you
work
with
GitHub,
you
are
in
a
safe
place
and
you
have
some
specific
term
of
services.
You
can
read
about
copilot
that
explain
exactly
what
we
do
or
don't
do
with
the
data
on
copilot
for
business.
B
The
only
time
we
use
your
source
code
is
to
generate
the
suggestions
that
we
win
with
so
IntelliJ
you
can
still,
you
can
use
it
already
with
copilot,
but
it's
you
have
to
you.
Don't
have
necessary
all
the
nice
feature,
but
you
have
the
cut
suggestions
in
line
and
you
also
have
a
the
list
of
the
top
10
suggestions.
Darko
wanted
to
share
share
his
experience
with
copilot.
So
maybe
it's
an
opportunity
for
us
to
take
time
for
that.
Yes,.
F
Hi
Darko
here
I
I,
just
wanted
to
say
so.
We
I'm
I'm
working
so
hello
from
Germany
I'm
working
for
a
German
consulting
company
located
here
in
Frankfurt
Germany,
and
we
evaluated
the
GitHub
Enterprise
for
our
company.
So
all
our
developers
or
our
internal
solution
is
GitHub
Enterprise
now
and
what
we
also
did.
We
evaluated
GitHub
co-pilot
and
we
rolled
it
out
for
all
our
employees.
F
So
every
developer
working
for
product
is
the
name
of
the
company,
has
the
ability
to
to
get
a
license
and
is
using
it
so
we're
using
it
depending
on
every
developer,
can
use
what
you
want.
So
some
using
Intel
DJ
some
are
using
neovim
by
the
way
and
also
Visual
Studio
Visual
Studio
code.
So
that's
what
they
use
and
we
have
a
feedback
group.
F
An
internal
one
and
people
are
constantly
giving
some
feedback
and
sure
it
happens
that
GitHub
co-pilot
creates
some
code
which
you
actually
cannot
use
directly,
but
I
would
say
in
95
of
the
time.
Github
co-pilot
creates
code
that
really
really
it
it's
it's
I
would
describe
it
like
this.
It
it's
not
on
the
Strategic
level,
it's
more
on
the
Tactical
level,
so
if
it
has
a
good
context,
understanding
and
I
I
internally
have
shown
a
demo
like
I'm.
Creating
a
new
go
program.
I'm
defining
I
need
a
main
method.
I
need
a
router.
F
I
would
like
to
create
a
HTTP
Handler.
I
would
like
to
to
add
this
Handler
to
the
router
and
I
just
wrote
comments
and
took
all
the
standard
suggestions,
and
this
code
was
instantly
up
and
running
after
I.
Don't
know
20
seconds,
and
this
was
so
impressive
that
nearly
all
the
companies
started
using
it
instantly
and
what
we're
also
doing
massively
is.
We
are
doing
infrastructure
as
code
using
mostly
terraform
and
same
so
it
I
need
a
storage
account
in
Azure
I
need
this.
F
I
need,
I
need
a
kubernetes
cluster
and-
and
it
already
has
a
good
understanding,
pre-filled
some
values,
and
it
works
really
amazing
and
recently
I
had
something
I
don't
know.
I
would
have
needed,
maybe
half
an
hour
to
to
find
something
out
and
GitHub
called
it
instantly
delivered
what
I
needed.
So
it
saved
a
lot
of
time,
and
so
that's
my
feedback
to
you
so
I,
really
we
love
it.
We
use
it
and
what
we
are
currently
evaluating
is
this
GitHub
Advanced
security.
F
So
we
plan
to
roll
out
this
additionally,
so
I
think
that
we
have
all
the
features
code.
Spaces
is
not
that
I
mean
we
just
one
note.
So
we
are
Europe
company.
We
fall
under
gdpr.
So
what
we
are?
We
have
some
customers
who
have
concerns
because
the
code
Snippets
are
processed
in
the
US
for
GitHub
co-pilot.
F
So
we
have
Cosby,
explain
the
customers
about
the
GitHub
co-pilot
data
protection
policy,
but
when
they
decide
no,
you
you
cannot
use
copilot
here,
so
we
don't
use
it
for
some
customers
because
the
customer
don't
want
it,
but
the
majority
of
customers
are
relatively
relaxed
because
the
company
secret
is
not
the
source
code,
rather
the
data
they
have
and
that's
something
different,
so
working
well
happy
with
it.
So
that's
my
feedback.
One
note
go
ahead.
Sorry
I.
B
Have
one
question
about
the
suggestions,
because
something
that
is
also
fun
or
happening
to
me
when
I
heard
it's
almost
like
he's
reading
my
brain
for
the
next
step.
So
if
you
start
to
do
I
want
the
main
I
want
a
router
I
want
this.
Sometimes
it
even
start
generating
the
next
common
thousand
like
functions.
F
F
So
the
typical
approach
is:
when
you
do
an
HTTP
router
you,
you
have
to
have
a
Handler.
So
if,
if
you
create
the
router
first,
it
doesn't
know
that
you
want
to
use
an
external
Handler.
So
therefore
it
makes
sense
to
start
with
the
Handler.
So
there
is
a
Handler
and
then,
when
you
create
your
router,
it
automatically
suggests
hey.
Let's
attach
your
your
Handler
to
to
the
router.
F
So
you
start
thinking
a
little
bit
in
the
in
a
more
in
order
to
make
things
in
order
that
GitHub
co-pilot
understands
better
what
you
want,
because
it
it
reads
from
your
from
your
existing
code
and
and
makes
better
suggestions.
So
that's
some,
but
our
as
I
said
our
developers
are
happy
and
and
developing
some
best
practices
showing
some
really
impressive
examples.
What
what
they
needed
and
what
came
out
and
could
use
it.
So
it's
supporting
us
massively
on
this.
F
Let's
call
it
tactical
level,
so
I'm
I
as
a
developer,
need
still
to
to
plan
how
I
structure
my
code,
what
I
need
to
do
how
I
do
things,
but
those
annoying
things
like
and
where
GitHub
co-pilot
extremely
shines
is,
when
you
do
repetitive
things
so,
for
example,
I
recently
had
some
large
code
base
I
needed
to
add
open
Telemetry
instrumentation.
So
this
means
every
method
needs
to
have
two
lines.
F
One
is
like
register
this
into
open,
Telemetry
and
then
defer
this
and
every
every
I
just
click
into
a
method,
and
it's
instantly
suggested
this
the
two
lines
with
the
correct
parameters
for
this
method.
So
or
if
you,
if
you
add
a
property
somewhere
where
other
properties
are
and
all
occurrences,
where
you
fill
up
this
structure,
for
example,
it
automatically
adds
the
new
field,
for
example.
So
this
really
helps
us
and
saves
a
lot
of
times.
So
that's
really
a
great
product.
B
And
one
important
part
about
the
context
you
are
mentioning
is
you
have
to
to
use
a
to
open,
multiple
tabs
inside
your
IDE,
because
what
we
use
to
the
suggestion
is
your
current
editor
Plus
open
tabs,
so
you
give
more
context
to
to
compiler
I
just
want
to
answer
that
is
asking
does
using
copelot
means.
Your
code
is
also
exposed
to
copilot
or
some
become
somehow
become
public.
No!
No!
No!
This
is
not.
The
important
part
is
when
you
use
copilot.
B
Your
IDE
is
connected
using
your
GitHub
user
and
you
use
an
API
that
has
private
kind
of
connection
using
https
and
calling
API,
and
we
don't
keep
anything
and
we
don't
use
your
code
to
do
anything
else.
Besides
suggestion,
we
watch
using
compiler
for
business
any
of
your
code
to
improve
the
model
on
this
kind
of
stuff.
It's
really
in
a
safe
place.
F
What
we
usually
do
is
I'm
a
big
fan
of
API
first,
so
either
using
open
API
for
describing
a
res
interface
or
describing
a
grpc
interface
first,
generating
the
stops
for
client
and
server
for
it
and
then
filling
up
the
the
logic
into
into
into
the
methods.
If
you
mean
this
right
yeah,
so
that's
the
preferred
approach
because
normally,
for
example,
I
I'm
currently
doing
a
big
project.
Here
we
have
a
front
end.
We
have
a
back
end.
We
have
a
dedicated
git
repository
where
we
Define
the
open
API.
F
So
when
we
need
some
new
feature,
we
have
a
session,
we
open
the
open
API,
we
add
new
methods
or
we
extend
existing
properties
and
then
we
tag
this
and
GitHub
action
creates
all
the
the
generated
code
and
puts
it
into
the
GitHub
packages
or
in
case
of
git
go.
It
creates
it
synchronizes,
a
neighboring
repository
and
then
the
backend
guy
is
picking
up
the
new
version
of
the
API
he's
adding
the
functionality.
Then
we
put
this
on
the
dev
stage
and
the
front-end
guy
is
then
adding
the
new
features
to
the
front
end.
F
B
E
E
B
So
so
one
important
part
about
the
behavior
of
our
extension.
We
don't.
If
you
look
in
the
in
the
FAQ
or
in
the
documentation,
we
we
stay
a
little
vague
about
what
we
do
and
how
many
lines
do
we
sell
it's,
not
because
we
want
to
hide
anything.
It's
because
we
are
testing
different
different
path.
Today
is
the
way
it
works.
B
Is
you
20
up
to
20
tabs
will
be
used
if
you
use
30,
10
of
them
will
not
be
used
and
I,
don't
know
which
one
right,
but
it's
so
up
to
20
and
when
I
work
on
my
project
personally,
I
open,
always
five
or
six
tabs,
so
I
will
use
a
car
feature.
The
routing
part,
the
testing
part,
the
values
that
I
use
in
my
test,
because,
like
that
I
have
a
good
context
for
my
application.
E
B
We
are,
we
are
working
on
on
many
things
around
about
giving
more
context
to
to
copilot.
One
of
them
is
available
on
GitHub.
Next,
it's
still,
we
don't
know.
If
it
will,
it
will
go
out.
I
will
you
know
get
up
next.
Part
of
them
are
just
really
brainstorming.
It's
interesting
to
look
at
the
website,
because
you'll
see
the
type
of
stuff.
B
One
of
them
is
to
be
able
to
use
a
full
repository
that
is
open
as
a
context
awesome,
but
in
the
same
time
you
want
also
to
be
able
to
hide
some
stuff,
because
if
you
have
as
dark
or
say,
the
value
of
the
answer
price
is
mostly
the
data.
It's
not
the
card,
except
if
you
are
doing
some
very,
very
specific
stuff,
but
most
of
the
time,
it's
not
record
it's
a
data,
so
we
just
want
to
be
sure
that
in
the
future
we
can
say
something
like
don't
use
this
directory
to
any.
B
F
There
is
a
page
GitHub
co-pilot
data
protection
policy,
I
think
if
you
Google
this,
you
will
instantly
find
this
page,
and
this
is
how
git
GitHub
declares
what's
going,
what's
happening
with
the
data.
In
short,
yes,
data
Snippets
are
transferred
to
the
central
service
in
the
US
and
you
have
to
be
aware
of
that.
F
A
G
Thank
you
to
take
the
time
to
present
the
information
so
yeah.
My
question
was
related
because
of
Department
in
the
company.
We
are
evaluating
the
facility
to
use
Commandos,
for
example,
but
one
of
the
concerns
that
we
have
is
related
with
the
okay
yeah
I'm,
not
sure
how
much
of
the
code
needs
to
be
sent
to
the
GitHub
servers
to
be
analyzed
and
what
is
the
destination
of
the
property
of
this
code?
Well,
I,
don't
know
so,
for
example,
I
think
one
week
ago,
or
something
like
this
chat.
G
Dbt
has
a
problem
with
the
security
Bridge
with
the
data.
So,
for
example,
what
happened
in
your
disability,
I,
don't
know
I'm,
not
saying
that
this
is
true,
but
what
happened,
for
example,
if
if
it
is
feasible
to
us
to
copilot
or
whatever
model
okay,
could
you
give
me
the
top
10,
or
could
you
give
me
a
code
to
maybe
to
break
or
to
find
a
a
back
door
in
a
specific
platform?
G
I,
don't
know
it
isn't
visible
or
not,
but
this
is
some
questions
that
we
have
in
mind
to,
for
example,
have
to
evaluate
the
possibility
to
to
put
our
code
in
in
GitHub
or
a
while
to
use
copilot
to
to
analyze
our
code
so
yeah,
if
you
can
give
me
some
insights
or
some
clues
for
that,
yeah
I
appreciate
it.
Thank
you.
B
B
B
What
we
are,
what
we
are
trying
to
do
and
and
I
have
not
tested
it
so
I
should
it's
called.
You
know
it's
responsible
AI
what
we
call
responsible
AI.
So
if
you
try
with
a
copilot
chat,
you
are
it's
not
available
yet,
but
if
you
look
at,
if
you
try
to
ask
questions
that
are
not
correct
on
what
defines
the
correctness,
why
it's
really
the
model,
you
will
not
have
an
answer
and
I
have
not
tested
to.
Can
you
give
me
a
backdoor
to
this
I?
G
B
Yes,
you
you
so
yeah,
you
have
three
part
kind
of
when
you
work
with
compiler,
so
the
model
has
been
built
on
all
guitar
public
repositories.
So
this
is
just
a
model.
When
you
send
your
card
to
compilot,
you
use
an
API
server,
so
your
code
goes
from
the
ID
your
code
to
this
API
server
to
make
suggestion
when
we
send
it
back.
B
G
A
C
With
you
well,
thank
you
very
much
I'm
just
having
this
giant
revelation
of
with
the
Taps
that
just
opens
up
a
whole
new
paradigm
and
how
co-pilot
functions
am
I,
asking
myself,
because
I
always
have
the
whole
documentation
for
my
project,
open
as
a
McDonald
file
and
I'm
wondering
if
that
markdown
file
also
is
going
to
be
integrated
into
what
co-pilot
suggests.
Doesn't
that
mean
that
you
should
actually
have
tickets
open
as
tabs
as
well
like
the
whole
issue
tabs
like
because
then
co-pilot
knows
about
the
feature
I'm
currently
building?
Thank
you
very
much.
B
C
If
he
can
relate
yes,
okay,
that's
great!
That's
that,
like
I'm
working,
like
I,
have
one
gigantic
file
with
all
my
functions
in
them,
so
that
now
means
that
pretty
much
co-pilot
knows
about
all.
My
functions
then
like
because
the
token
size
I
I
know
for
open.
Api
is
now
with
with
jpt4
being
raised
to
25
000
tokens
just
then,
but
but
we
are
not
using
four
right.
Yeah.
B
So
we
will
we
really
in
compiler
X,
but
to
answer
your
question:
I,
don't
know
how
much
because,
as
I
said,
we
don't
know
exactly
how
much
is
signed
on
we
are.
We
are
working
on
Main
because
it's
a
very
big
difference
between
the
experience
we
have
with
charge
GPT
on
on
completion
in
your
ID.
It's
the
responsiveness.
When
you
work
in
the
IDE,
it
has
to
be
immediate.
It
has
to
be
very,
very
fast,
25
megabyte
of
data
just
to
get
a
better
suggestion.
B
F
You
you
have
to
you
have
to
trust
in
the
end
the
company
GitHub,
which
is
owned
by
Microsoft
in
the
end,
so
you
have
to
trust
Microsoft,
which
it's
your
decision
but
same
as
you.
When
you
store
your
stuff
in
iCloud,
you
have
to
trust
Apple,
so
you
need
to
to
think
about
whom
do
you
trust
and
whom
do
you
don't
trust
right,
but
we
are
doing
a
lot
of
the
Azure
Microsoft.
We
have
to
trust
Microsoft
anyways,
so
GitHub
is
now
Microsoft.
So
this
is
a
no-brainer
for
in
our
context,.
A
Darko
we've
also
really
enjoyed
having
you
on
for
our
q,
a
so
yeah
as
we're
getting
close
to
the
end
of
our
time.
I
I
just
wanted
to
share
a
a
slide
about
our
survey
and
just
like
the
rest
of
the
events
that
we
have
four
to
four
for
Galaxy,
so
we've
got.
We've
got
a
great
lineup
for
the
rest
of
the
week.
Thursday
I'm
going
to
be
hosting
a
security
session
with
Nick
can't.
A
For
security
and
then
there's
a
really
cool
one
on
Friday
about
collaboration,
so
really
encourage
you
all
to
join,
and
there
was
a
survey
link
that
was
sent
and
sent
him
a
chat
and
yeah.
We
would
love
to
hear
your
thoughts
on
what
you
think
about
this
session,
but
yeah.
Thank
you
so
much
for
all
of
your
questions
and
your
engagement
took
any
any
final
words.