Joe Stump - Location Scaling Herding Cats - Flash (Medium) - 20110125 08.27.07PM
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Location, Scaling & Herding Cats
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Who are you and why do I care?
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In 2009 about 480,000 laptops were sold a day.
2 billion users on the internet. 28% of the world population.
5 billion mobile subscribers in the world. 71% of the world population.
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What happens when we track everywhere we go and everything we do in real-time?
37.2GB per minute to track 500m Facebook users in real-time.
1.6 petabytes per year.
$128,000 a month in S3 costs.
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2,621,440 terabytes a day.
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How are we going to store, scale, and serve this mess?
Scaling != Performance
PHP Sucks!
Ruby Sucks!
Ruby Sucks!
PHP vs. Ruby
IO vs. CPU
“PHP doesn’t scale.”
Scaling = Specialization
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What actually matters?
What actually matters?
It takes a lot of people to build, scale, and maintain infrastructure.
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00:00
/
00:00
CC
Joe
Stump,
CTO
&
Co-founder,
SimpleGeo
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edit
Over
12
years
of
experience
scaling
some
of
the
largest
sites
on
the
internetSpent
2.5
years
as
the
Lead
Architect
of
DiggCo-founder
and
CTO
of
SimpleGeoYou
shouldn’t
care;
I’m
just
a
random
guy
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Many
modules
aren’t
thread
safe
According
to
the
Python,
Ruby,
Java,
Perl,
C,
etc.
folks
it’s
slow!
Syntax
makes
my
eyes
burn!According
to
the
Python,
PHP,
Java,
Perl,
C,
etc.
folks
it’s
slow!
Syntax
makes
my
eyes
burn!According
to
the
Python,
PHP,
Java,
Perl,
C,
etc.
folks
it’s
slow!
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Finding
excellent
programmers
and
letting
them
be
happy
and
efficientAccessing
and
serving
your
data
quicklyProper
caching
strategiesNear
time
processing
using
queues
Finding
excellent
programmers
and
letting
them
be
happy
and
efficientAccessing
and
serving
your
data
quicklyProper
caching
strategiesNear
time
processing
using
queues
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Ruby
was
faster,
overall,
than
PHP
(Faster
HTTP
library?
Network
issues
during
PHP
test?)PHP
was
exponentially
faster
at
processing
the
results
than
RubyIO
accounted
for
nearly
all
of
the
clock
time
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Ruby
was
faster,
overall,
than
PHP
(Faster
HTTP
library?
Network
issues
during
PHP
test?)PHP
was
exponentially
faster
at
processing
the
results
than
RubyIO
accounted
for
nearly
all
of
the
clock
time
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to
edit
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edit
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.
the
.
everybody
I'm
Joe
some
of
those
missing
and
are
a
group
of
Brooklyn
Michigan
to
those
of
you
don't
know
or
that
is
that's
where
the
dry
erase
track
is
off
.
I
drove
in
a
cornfield
Owner
Eastern
and
that's
why
Alicante
or
per
hour
delay
had
nothing
else
to
do
.
so
my
career
I
started
out
small
computer
from
laptops
sailing
the
seas
on
laptops
in
an
Arbor
Michigan
.
I
ended
up
working
for
the
very
first
e
cards
lay
on
the
year
to
alter
two
during
the
first
movie
.
um
.
he
checks
the
future
maybe
two
so
I
decided
comebacks
this
can
finish
up
my
degree
at
the
glorious
Easter
Mr
University
.
after
that
one
out
Seattle
where
we
sticky
notes
which
some
of
you
may
or
may
not
in
use
in
college
it's
one
larger
on
the
larger
cut
of
up
study
guide
and
reference
material
sites
.
I
worked
there
for
awhile
before
getting
hired
at
Digg
.
last
Digg
about
.
lower
your
data
goes
from
a
company
called
simple
geo
.
we
Build
basically
location
infrastructure
McLeod
com
.
I
want
to
talk
about
a
couple
different
things
one
I'm
obviously
not
serve
the
company
around
and
very
passionate
about
location
of
mobile
radar
.
so
one
of
the
Kala
bit
about
that
.
and
how
location
is
actually
going
to
have
a
pretty
negative
impact
on
the
scaling
problems
that
we've
been
working
on
for
a
while
.
and
then
not
.
the
last
thing
I
really
want
our
daughters
and
steal
lean
.
scaling
to
me
is
not
just
stealing
your
infrastructure
it's
also
scaling
your
teams
in
your
processes
.
is
this
ongoing
passion
about
engineering
culture
and
how
to
get
back
to
that
lie
within
an
organization
economy
fix
for
.
so
those
of
the
things
on
the
talk
about
um
.
he
Backlog
like
Raymond
Wyoming
.
until
someone
Twitter
.
from
Korea
like
twenty
care
.
I
really
the
most
important
point
here
is
that
you
shouldn't
.
I'm
Just
a
random
guy
.
so
whether
things
that
really
Story
to
tell
people
what
talk
is
ideally
talk
about
my
experiences
and
really
stories
and
backgrounds
and
you
know
Wolf
but
what
I've
been
through
.
um
you
could
look
at
some
stuff
on
this
and
think
thoughts
on
that
idea
It's
Miller
stuff
you
might
think
is
total
bullshit
which
to
live
five
Small
Kazaa
might
be
in
your
context
.
so
starting
off
with
location
.
so
I
think
this
number
though
I
did
they
teach
me
in
an
I
phone
but
nevermind
.
Nokia
and
Windows
phone
seven
almost
as
the
market
.
so
you'll
forgive
the
thousand
odd
loans
today
.
you
might
think
that
whole
what's
the
context
around
that
number
why
are
people
so
excited
about
mobile
.
to
put
that
a
little
bit
in
the
context
.
our
silly
o
forty
thousand
laptops
today
than
two
dozen
on
.
so
the
adoption
of
mobile
on
the
talk
about
this
the
second
is
is
quickly
OKC
the
adoption
of
.
we
would
consider
to
scope
across
to
this
point
.
but
the
good
will
that
ever
Context
ears
to
billion
users
on
the
Internet
.
roughly
twenty
percent
of
the
world
population
.
as
five
billion
mobile
subscribers
in
the
world
.
seventy
one
percent
a
world
population
.
recently
spoke
at
a
conference
in
Africa
.
um
.
they're
skipping
laptops
and
computers
there
they're
only
divisive
day
out
.
is
the
mobile
phone
.
palm
also
the
really
scary
statistic
that
.
in
some
suds
there
to
African
countries
they
spend
fifty
percent
of
their
disposal
and
come
on
communication
.
um
.
so
anything
about
it
so
we
basically
know
we
women
during
also
lot
about
the
sub
ninety
nine
dollars
in
Durham
said
.
so
the
adoption
of
these
five
billion
mobile
subscribers
is
Going
accelerating
very
quickly
towards
Mobile
smartphones
essential
.
um
this
the
kind
of
surprise
me
as
someone
of
that
.
as
the
old
large
systems
before
.
the
series
phones
has
roughly
about
six
answers
as
we
get
an
MC
in
a
couple
of
things
that'll
probably
expand
over
the
next
.
I'm
guessing
twelve
twenty
four
months
or
more
like
sensors
.
our
.
and
of
course
phones
are
always
on
and
are
always
reporting
they're
always
shocking
narrow
is
feeding
information
back
.
and
they're
much
more
ubiquitous
.
so
one
of
the
things
that
I
did
why
actually
.
oh
Low
backstory
Support
you
actually
start
of
the
mobile
TV
company
Call
crass
for
Conduct
like
that
.
um
.
and
I've
I
did
some
back
in
and
out
the
map
what
if
we
add
ten
million
active
key
sessions
a
day
.
we
had
and
location
is
a
very
integral
parts
all
those
who
those
people
need
to
be
phoning
home
on
irregular
basis
and
feel
I
did
.
so
aside
.
I
really
started
thinking
our
lab
in
Swan
we
track
everywhere
we
go
and
everything
we
do
in
real
time
.
particularly
when
you
do
that
job
the
phone
edit
there
a
minimum
something
you'd
want
to
track
this
what's
a
latitude
wanted
to
the
time
stamp
on
which
is
really
the
bare
minimum
a
you
can
actually
try
to
Map
phoned
to
track
him
to
noisy
to
track
them
be
a
lie
to
track
.
which
direction
the
point
in
this
also
depends
to
track
along
with
that
.
so
the
back
of
the
map
in
exercise
I
did
this
just
to
verify
that
I
should
be
scared
this
I
decided
.
what
is
Facebook
.
Who
at
the
time
had
five
hundred
million
active
users
decided
that
they
wanted
to
try
where
and
when
those
people
work
and
they
were
only
reporting
home
every
thirty
seconds
.
.
and
this
is
a
violent
crime
I
can't
see
any
about
thirty
seven
gigabytes
per
minute
to
storage
.
um
.
when
six
I
might
Senior
.
which
for
some
two
hundred
and
thirty
g
a
month
in
the
St
cos
honestly
when
Story
thereby
one
of
the
dollar
figure
on
it
.
.
so
this
is
basically
what
I
said
I
one
guy
Cycle
faeries
like
no
we
can
do
social
gaming
can
do
it
is
amazing
the
to
do
some
intuitive
for
me
to
edit
into
of
Focus
infrastructure
company
which
militants
all
my
nightmares
.
um
.
something
that
also
I
think
it
is
has
already
gotten
really
bad
and
is
only
get
worse
under
these
contacts
.
is
an
Irishman
said
this
recently
at
a
conference
and
really
scare
me
every
two
days
we
create
as
much
information
as
we
did
that
on
civilization
till
two
thousand
three
.
we
had
the
Internet
for
ten
years
when
this
when
we're
in
our
reading
that
every
two
days
.
on
the
talk
to
people
like
this
the
cost
of
the
goddess
store
scale
and
manage
this
baby
that
is
no
longer
a
problem
for
the
big
guys
.
if
anybody
has
alike
as
anybody
click
of
a
garden
hose
on
Twitter
.
Garn
knows
I
did
you
get
up
to
the
garden
hose
lower
uses
accepted
TOS
I
think
that's
pushing
Automate
into
the
second
of
Text
.
and
that's
if
you
like
wow
really
bored
onus
find
out
what
people
are
treating
about
you
know
around
what's
going
on
in
User
parade
.
all
you'd
need
something
that
could
sustain
the
mega
been
a
band
with
him
something
that
are
sent
like
you're
already
edit
the
data
promises
live
one
.
so
put
this
in
the
context
.
we're
creating
two
point
six
per
two
point
six
million
to
buy
today
today
.
keep
in
mind
we
still
have
alot
of
three
billion
person
got
in
between
.
we're
creating
Lead
now
one
what
we're
going
to
be
creative
mobile
phones
.
.
as
I
could
push
it
.
.
so
mom
decided
that
since
you
.
I
really
think
that
you
know
we've
been
bickering
and
moaning
about
the
things
a
bit
I
did
User
nor
does
scale
the
real
time
weather
.
on
the
it
compare
is
starting
to
feel
the
ghosts
and
warned
of
more
to
run
into
with
the
real
time
mobile
web
.
so
what
is
going
about
dot
com
.
the
first
one
I
want
to
make
on
scaling
and
people
really
of
our
dominance
This
Keeling
does
not
equal
performance
.
so
performances
how
about
something
operates
in
scaling
is
about
how
much
it
can
handle
.
so
that
goes
into
never
metrics
so
if
you
How
Developers
LD
that
are
already
are
shots
that
are
like
really
really
worried
about
Double
quotes
Most
Agile
coats
and
PHP
to
Tehran
pontoon
.
um
that
doesn't
affect
the
ability
to
steal
the
website
.
audio
They
May
offering
a
hearing
shots
two
Feature
Gobi
plenty
of
this
going
on
lean
over
two
years
.
um
PHP
socks
.
you
know
why
must
we
be
stopped
.
I
want
Python
.
when
reality
.
this
is
that
this
is
a
chart
I
didn't
are
deceived
but
the
sickly
the
green
User
routine
and
the
Blues
PHP
is
the
hunger
it
this
is
a
hunter
and
iterations
of
requesting
my
site's
RSS
Team
parsing
XML
.
and
that
advocates
eating
out
two
ago
the
baseline
write
about
here
.
Ruby
is
actually
a
lot
later
is
far
is
the
baseline
goes
.
roughly
about
this
and
a
modest
the
armor
of
these
only
a
faster
so
the
whole
argument
that
PHP
is
faster
than
Ruby
or
whatever
is
better
than
whatever
is
doesn't
really
apply
up
to
clean
off
the
guilt
lies
two
web
scripting
and
grey
web
apps
.
what
does
apply
.
Israel
Testable
sweet
memory
like
this
that
you
would
be
right
back
and
the
men
and
Ruby
are
PHP
.
he
dreaded
something
like
Job
our
senior
dot
com
.
so
really
what
it
comes
down
to
per
ticket
winner
scaling
large
infrastructure
.
I'd
like
hearing
Team
almost
every
single
Owner
on
to
run
into
and
scaling
let's
label
Breakdown
two
audio
it
will
be
there
.
CTO
I
Old
daylight
.
to
drive
Business
Dio
Network
Iowa
to
walk
on
down
to
some
Ohio
problem
.
I'm
Just
a
kind
about
the
temple
of
it
.
com
.
this
week
measure
based
limited
and
that
last
Slide
tied
Network
I
over
CTO
.
and
that
our
dialogue
PHP
basically
took
up
everything
and
very
small
portion
her
of
the
majority
this
is
well
.
or
as
my
buddy
John
Anderson
said
Sue
is
a
former
director
Build
flicker
KEY
Shias
in
scale
.
these
show
people
This
slide
only
tell
you
something
stupid
About
one
language
Team
fastened
the
other
.
so
what
is
ailing
.
scaling
is
socialization
.
Mr
Slide
seventy
is
our
bed
most
of
Wednesday
evening
out
the
awful
the
will
to
we're
doing
.
because
the
fact
is
what
I
had
you
in
order
to
steal
did
you
know
it's
another
sites
like
that
.
.
are
probably
not
Double
Gold's
away
you're
doing
on
the
Whitehouse
and
some
very
common
schools
and
tricks
of
the
trade
five
.
does
anyone
to
directly
relate
to
you
a
different
out
the
different
of
the
departement
.
um
a
good
example
this
is
it
is
we
are
building
our
own
geospatial
been
a
sensible
jail
.
but
literally
building
day-to-day
software
so
that
we
can
meet
the
performance
requirements
of
our
customers
.
I'm
fairly
certain
nobody
else
here
would
be
writing
geospatial
data
bases
in
order
to
satisfy
the
requirements
that
were
there
early
on
but
there
might
be
some
things
that
you
we
do
a
better
different
one
.
some
of
the
schools
on
.
I'm
going
to
school
click
to
move
schools
a
go
you
we
use
to
be
focusing
on
we
still
Automation
on
queries
Inception
Papa
and
or
puppet
.
the
next
and
next
time
I
come
than
a
lot
more
hands
on
everything
should
be
automated
particular
yes
you
move
into
the
cloud
to
cloud
is
really
really
right
for
Automation
Amin
.
Amazon
Amazon
because
it's
actually
really
scary
how
quickly
can
spend
thousands
of
dollars
on
Amazon
just
API
call
.
.
we've
got
mad
at
somebody
is
we've
actually
combine
that
with
the
aid
of
us
guys
.
so
I
tell
my
guys
are
one
my
guys
notice
that
say
we
do
that
and
go
to
the
Cosatu
Gloucester
.
they
essentially
go
and
play
or
make
API
request
that
notice
it
boots
up
in
our
case
am
I
the
sickly
phones
On
says
.
where's
my
Papa
Master
.
it
tells
the
words
that
and
then
They
considers
itself
to
the
point
where
can
be
put
into
the
cluster
will
email
my
guys
you
anything
the
entire
process
takes
between
five
and
maybe
ten
minutes
from
in
the
key
to
that
is
Automation
the
way
I'm
able
to
maintain
the
infrastructure
is
a
BIG
as
we
do
with
this
few
people
is
we
do
this
for
Automation
.
so
if
you're
running
shops
that
are
maintaining
more
than
.
I
would
argue
one
server
.
she
does
when
you
look
in
the
shelf
and
up
into
Automate
that
infrastructure
.
raising
questions
are
asked
mobile
to
use
.
do
so
.
another
thing
that's
I
think
a
key
aspects
to
scaling
it
is
the
notion
of
stealing
however
scaling
up
from
thirty
seven
signals
a
big
fan
of
the
scaling
up
just
for
a
bigger
better
hardware
added
which
is
fine
if
your
User
dots
and
in
your
skin
your
growth
is
scaling
in
almost
one
year
fashion
with
Moore's
law
.
if
it's
not
then
you
have
to
.
to
go
to
other
things
to
do
without
mom
.
so
and
that's
been
fined
for
Saddam's
the
scaling
out
is
the
idea
that
basically
instead
of
buying
.
faster
CPU
use
more
around
faster
harder
eyes
bigger
stands
that
you
get
your
architecture
into
position
to
where
you
can
just
add
more
boxes
.
Google
was
really
kind
of
the
.
well
I
guess
I
really
the
first
but
they
were
the
first
a
Really
ul
large
scale
commodity
are
to
wear
.
um
there
a
CIO
said
one
may
only
have
like
.
we
had
something
like
two
ten
thousand
those
in
the
clusters
in
the
early
two
thousand
and
one
day
like
two
hundred
nodes
of
the
cluster
Howard
is
truly
dead
.
palm
.
and
this
is
Become
ability
popular
with
the
skill
of
websites
where
even
some
of
the
very
very
large
websites
when
something
goes
wrong
with
the
dome
the
cluster
with
relief
.
what
Alan
thrown
out
.
this
the
new
one
.
the
other
things
that
you
Medium
you
A
Team
Agile
eaters
Partition
your
data
.
there's
a
police
All
much
as
single
icicle
server
can
do
.
we've
actually
forgotten
scale
rights
died
despite
adding
more
more
bicycle
slaves
.
but
what
my
sequel
still
there's
a
lot
of
kind
of
common
patterns
but
there
isn't
really
it
off
the
shelf
forty
of
my
seat
for
you
can
purchase
rights
.
.
I
think
probably
put
her
and
Facebook
are
falling
through
the
larger
bicycle
Partition
instances
out
there
.
and
that
the
idea
purchasing
a
day
.
actually
Med
cash
in
on
what
you'd
is
basically
like
the
fall
now
.
but
the
idea
there
with
that
is
when
you
purchase
your
data
is
going
after
your
users
on
one
server
after
users
on
the
other
server
in
an
hour
in
the
click
sound
data
about
four
secrets
that
User
died
User
overhear
ideas
are
ideas
over
here
.
com
which
has
been
a
very
very
common
way
the
skill
of
those
rights
if
you
need
to
.
.
.
choose
your
use
queues
actively
blog
a
while
.
doesn't
use
of
any
time
.
a
couple
.
cool
ideas
.
which
uses
induced
.
to
us
.
what's
up
.
MSN
one
.
Kutcher
is
there
anything
that
a
delay
.
don't
make
themselves
.
arm
.
so
those
are
to
Enterprise
dot
chances
are
options
out
there
are
prominent
you
know
which
is
Remember
Lang
one
of
People
use
the
Castro
was
great
like
Twitter
that
was
going
on
.
the
idea
during
is
that
when
you
can
make
User
your
Offload
is
much
of
your
processing
to
background
queues
.
so
they
Your
User
gets
basically
the
website
back
It's
innocently
possible
contend
that
baptism
is
possible
.
.
so
there's
a
little
awkward
Example
this
image
uploading
on
flicker
goes
into
a
Queue
brand
.
and
the
euro
me
Lead
easily
understand
that
the
image
has
been
uploaded
in
the
mail
Offload
at
the
image
that
you
which
then
slices
and
eyes
the
Internet
standard
sizes
on
the
way
.
so
here
User
doesn't
need
to
wait
around
Value
Create
seven
different
copies
and
sizes
of
an
image
for
you
can
Offload
exit
you
.
to
them
immediately
and
then
log
on
.
he
actually
the
surprise
also
how
much
of
a
.
how
much
of
a
tolerance
areas
to
queuing
one
two
star
using
engine
using
a
lot
and
actually
is
a
very
nice
way
to
scale
while
large
infrastructure
.
if
I
may
users
really
don't
care
if
some
sun
doesn't
happen
for
five
seconds
.
don't
know
how
to
the
immediate
you
can
offload
them
and
nobody
will
cry
too
much
.
the
other
rather
than
to
defuse
is
that
they
tend
to
be
buried
area
last
to
pray
.
if
you
this
huge
spike
in
traffic
like
a
sum
User
uploads
.
much
of
something
to
your
API
.
and
that's
all
happening
in
the
queue
.
the
rest
of
the
User
Experience
is
involved
down
by
processing
all
that
in
real
time
in
a
process
that
you
can
fill
up
in
and
of
having
you
know
fifty
thousand
things
and
that's
ok
to
take
a
minute
to
chop
through
but
it
least
the
rest
of
your
processes
are
being
backed
up
by
waiting
for
whatever
is
happening
on
skis
.
.
another
thing
I
don't
see
why
people
don't
do
this
it's
Cache
.
antibodies
you're
just
like
with
them
and
gets
annoyed
that
was
typical
of
one
player
.
God
.
especially
I
really
large
place
an
ad
they're
doing
like
fidelity
to
month
they
had
no
CD
and
.
they
were
using
them
Cache
and
the
reason
I'm
and
Testers
Lake
.
it
just
looks
really
complicated
.
honestly
can
you
read
the
documentation
is
to
function
call
the
Mickey
click
.
casting
is
one
of
those
things
that
kept
him
actually
queuing
now
in
my
opinion
are
are
are
minimum
Very
sentry
was
really
no
reason
at
this
point
not
to
do
Cache
.
other
than
extremely
easy
this
month
.
um
QA
is
getting
closer
killings
eleven
were
difficult
director
Blaine
around
the
casting
of
.
but
again
I
think
the
jury
systems
are
so
easy
to
consume
in
use
at
this
point
there's
really
no
reason
not
to
not
to
start
utilizing
all
schools
.
so
many
other
two
about
others
like
Federer
for
bigger
Data
obviously
there's
no
reason
the
pulpit
you
shouldn't
be
your
first
like
go
to
toilet
Developers
log
files
right
.
but
there's
nothing
wrong
with
implementing
a
cue
from
day
one
.
some
may
know
that
a
lot
of
People
to
overlook
them
and
I
go
I
heard
a
lot
of
this
feedback
today
.
it
actually
takes
a
lot
People
to
do
stuff
um
do
you
call
rotations
the
Asian
Easy
yelp
.
people
the
Maintain
servers
in
the
people
the
code
in
the
offing
to
go
out
yesterday
is
that
when
you
Code
sumthing
.
when
code
something
else
.
the
first
thing
you
Code
it
doesn't
disappear
.
she
may
continue
Maintain
.
the
code
of
benefit
for
thing
in
Mexico
the
many
names
on
the
previous
three
things
Take
also
much
time
as
code
in
the
next
new
thing
.
um
.
so
this
is
something
that
.
he
steal
the
time
.
why
is
it
eight
.
twenty
engineers
Maintain
day
or
whatever
.
it's
because
there's
a
lot
of
food
and
a
lot
to
me
she's
gotten
need
to
be
maintained
.
um
I
would
say
that
I
did
we'd
probably
spends
the
vast
majority
of
our
time
on
the
tests
and
was
soon
on
Actual
Feature
development
.
com
.
I
know
that
a
number
the
Cal
quoted
He
was
that
footage
years
than
fifty
percent
of
their
time
.
I
mean
it's
an
internal
tolls
.
so
fifty
percent
of
women
and
unit
I
missed
out
on
stuff
that
users
will
never
see
.
she
has
an
Agile
LP
which
is
lots
of
new
Feature
a
longtime
.
fall
.
so
some
of
these
I
want
to
talk
about
oh
unit
in
this
particular
portion
as
it
is
what
I
refer
to
the
game
the
talk
is
hurting
Task
corner
manages
engineers
.
to
call
home
all
smiles
the
room
.
Herding
Coutts
is
my
favorite
euphemism
for
many
engineers
.
because
it's
just
like
herding
ducks
.
um
bail
was
on
a
why
.
anyone
UAT
lessons
don't
why
I
am
an
engineer
a
dollar
one
to
eighteen
eighty
doesn't
want
to
you
.
twenty
mins
around
I
know
it's
like
I
would
love
to
go
talk
to
the
county
Manager
helix
I
want
to
do
if
you're
counting
told
you
that
I
like
working
on
candles
on
the
demand
.
.
I'm
fairly
certain
that
that's
not
a
problem
and
I
In
and
other
organizations
having
a
Really
fashion
about
Iran
.
I've
Manage
engineers
.
this
for
some
reason
and
this
is
is
is
really
my
.
my
eyes
my
bow
Product
for
some
reason
.
engineering
is
the
only
train
Perfection
for
the
rest
of
the
business
organization
killed
it's
completely
appropriate
to
put
Team
non
trained
person
in
charge
of
those
people
.
we're
somewhat
Dennis
off
with
Aldershot
in
demand
by
someone
who
is
never
a
dull
I
code
.
.
the
one
finding
of
a
colleague
Owner
McCallum
says
BIG
and
us
.
and
finally
County
was
like
.
no
people
around
the
county
not
a
CPA
that
doesn't
happen
.
does
the
minister
I
Q
so
insane
.
they
made
a
lot
talk
a
little
while
my
thoughts
and
beliefs
on
building
scaling
kind
of
managing
an
engineering
organizations
.
was
I
to
say
.
going
from
small
time
.
the
time
.
although
there's
action
less
well
one
of
the
person
your
head
.
grilling
is
the
to
the
engineers
.
I'd
they're
going
to
protest
.
every
step
of
the
way
.
I've
never
met
a
group
of
people
who
are
working
in
industry
were
literally
literally
everything
you
do
everything
the
entire
corpus
of
your
expert
knowledge
is
useless
.
every
two
years
.
I
.
in
yet
.
as
a
whole
engineers
tend
to
be
Billy
resistance
to
try
to
change
.
it
doesn't
make
sense
.
so
the
first
year
to
twenty
like
the
ice
with
which
is
a
broad
cross
Scrum
Iris
in
the
lake
.
I'm
sorry
I've
got
I've
got
the
claimant
that
I
don't
like
change
.
I
just
we
rode
the
entire
outcome
Job
and
the
note
the
J
eyes
but
I
don't
like
change
.
that
and
when
and
why
is
that
high
.
Vision
is
a
very
interesting
bunch
to
be
stubborn
.
she
to
say
this
they
one
a
lot
.
as
a
form
or
easier
by
wind
of
it
on
.
why
look
back
on
what
I
mean
the
guy's
like
a
living
hell
.
little
brother
borrow
it
.
lazy
.
twenty
oh
eight
We
was
a
totally
easy
.
callers
would
not
you
would
not
be
in
good
order
one
now
lazy
if
you
think
about
why
you
got
into
programming
.
a
lot
of
People
given
up
already
because
they
find
out
they
can
Automate
stuff
include
bikes
automated
stock
.
lazy
people
.
I
did
not
consider
the
scenario
that's
is
an
engineer
is
the
one
you
never
see
your
door
here
.
that's
because
they've
automated
everything
and
the
bottom
is
the
point
where
you
don't
even
have
to
worry
about
it
.
so
I
actually
thought
I
actually
look
for
engineers
who
are
lazy
I
want
to
find
the
guy
in
that
was
like
yeahh
was
doing
the
same
words
keeping
track
of
whatever
and
I
decided
that
I
would
write
this
like
twenty
one
Python
scripts
in
order
to
like
Automate
tells
of
the
type
of
people
I
think
they
really
to
programmers
.
military
of
think
anybody
can
argue
with
.
we
are
eccentric
.
of
the
range
of
personalities
A
Iran
into
an
engineer
organization
will
range
everything
from
the
to
do's
to
psychology
once
a
code
everything
a
mother
in
an
indictment
says
.
although
it
would
a
guy
that
was
really
cold
on
the
two
hundreds
in
the
early
eighties
for
banks
.
who
doesn't
one
change
anything
Epic
schoolgirls
is
fine
.
.
so
course
a
question
is
how
you
do
it
.
I
think
the
number
one
thing
you
should
think
about
when
you
were
creating
an
engineer
aren't
is
a
chance
.
they
need
to
lower
barriers
.
want
to
go
local
equate
this
with
moving
up
the
stock
.
um
we
should
welcome
the
new
engineering
organization
eyes
and
see
what
barriers
they
are
two
younger
engineers
performing
at
a
higher
level
he
should
aggressively
move
through
those
barriers
.
I
have
ever
.
QUESTIONS
.
Split
probably
him
two
or
three
months
after
I
started
it
.
and
appetite
are
needed
only
had
.
Riyadh
the
engineers
would
argue
we
Going
to
earth
three
of
us
.
actually
Kiribati
an
engineer
.
and
JSC
this
eleven
sign
as
he
where
I
find
more
chilling
new
eyes
was
for
the
teams
we
were
pretty
much
the
two
senior
engineers
their
time
.
I
said
yes
the
wrong
question
.
she
one
you
don't
wall
one
for
me
of
Joseph
was
fun
around
the
extensive
fucker
marginally
I
can
on
I
exited
every
one
of
those
traits
I
just
showed
up
on
the
board
.
what
you
wanted
you
is
your
campus
structure
processes
and
code
until
place
.
read
be
going
higher
.
hundred
junior
and
mid
Low
adherence
and
they
are
efficient
and
are
able
to
implement
things
quickly
.
Google's
actually
been
very
very
good
about
this
they
have
.
all
sorts
of
Frameworks
and
cool
and
everything
else
that
are
available
to
all
of
their
engineers
.
this
is
actually
a
reason
why
when
wanna
go
work
it
cool
.
all
of
the
interesting
part
comes
in
Salt
Lake
.
much
fun
is
that
when
someone
says
oh
you
wanna
processing
of
fourteen
currently
today
the
Nobel
need
this
if
this
will
API
and
point
and
fifty
thousand
or
cluster
will
run
over
that
never
backed
unit
couple
hours
.
it
.
They
blowhard
carriers
of
entry
to
the
point
where
literally
for
processing
something
like
a
hundred
years
of
video
every
twenty
four
hours
just
happens
.
I've
been
automated
.
so
this
is
the
thing
that
you
should
really
be
out
this
is
the
number
one
Team
trio
tell
four
.
as
I
said
.
the
reason
for
this
is
because
Dio
era
.
I'm
fine
he
knows
I
have
a
guy
that
runs
a
very
successful
shopping
CDA
go
.
they're
probably
doing
a
couple
million
in
revenue
year
and
Andes
having
Oliver
time
finding
a
really
Senior
PHP
program
.
com
and
I
would
argue
that
one
of
the
reasons
for
that
is
because
he's
not
a
position
to
where
you
can
hire
programmers
with
Blitz
LaSalle
.
so
called
things
that
I've
done
to
help
click
to
setup
the
house
.
for
singing
.
I'm
not
a
BIG
banded
and
I
don't
think
a
lot
people
here
are
you
.
of
the
notion
of
the
allied
with
what
is
the
Holden
Astra
cure
oh
Program
or
the
person
that
goes
into
the
cave
.
codes
for
forty
eight
hours
of
the
six
pack
Arrived
bowling
comes
out
with
like
this
piece
a
code
with
no
comments
no
unit
tests
.
nobody
knows
how
to
maintain
and
no
documentation
.
this
is
here
.
some
big
banner
teams
in
particular
a
BIG
Job
cross
functional
teams
.
this
is
most
Works
continually
watching
an
Agile
shots
.
the
old
way
of
doing
things
.
was
.
don't
you
add
to
the
core
infrastructure
only
did
was
work
on
this
one
piece
.
we
had
awesome
Only
duo's
work
on
this
one
piece
many
had
Friday
Developers
Lily
work
in
this
one
piece
.
it
was
we
wanted
to
build
something
you
need
a
little
bit
of
the
to
those
things
when
you
knew
that
something
new
decor
for
surgery
edit
your
operation
the
second
biggest
things
such
and
such
.
delivery
teams
use
a
Leo
I
did
this
and
you
have
to
push
it
through
them
to
push
it
through
them
and
it
was
a
time
not
to
bury
.
twenty
in
an
apartment
on
a
very
efficient
way
to
to
basically
Build
features
.
so
why
prefer
Easy
and
this
is
where
you
how
a
team
that's
working
on
Feature
.
and
the
Team
consists
of
the
appropriate
.
Coles
has
an
People
to
implement
those
features
.
so
I'm
a
very
high
like
a
psycho
we
govern
our
day
Real
watching
Product
symbols
Hill
.
I
have
two
of
my
core
infrastructure
guys
I
have
one
application
at
all
for
one
operations
guy
and
of
one
of
these
would
Whole
developer
that's
working
on
the
school
Product
and
.
somehow
the
tools
I
need
there
without
having
to
like
mix
and
match
an
email
CodeThe
operations
guides
a
wizened
This
Thomas
Teams
blocking
on
a
separate
center
.
it's
a
seizure
due
to
a
unit
of
the
Team
bits
.
something
that
endures
.
I
don't
like
to
do
much
outside
of
When
Morris's
Communicate
arm
.
one
of
the
window
but
Tucker
we
started
at
Digg
.
.
saving
.
so
a
BIG
piano
of
asynchronous
communication
I
think
that
the
peak
Unknown
Ross
.
the
engineers
sometimes
have
to
do
accommodated
a
basis
.
it
can
be
extremely
disruptive
to
edit
to
programming
.
um
so
why
say
Communicate
I
don't
mean
it
costs
only
want
engineers
military
of
the
dog
.
because
you're
basically
in
an
interrupt
the
flow
the
infamous
Florent
.
so
some
things
I
do
around
communication
that
is
.
I
really
had
a
really
good
job
and
some
somewhat
Said
A
combative
about
it
about
.
I
don't
ever
wanna
see
somebody
was
not
an
engineer
walk
up
to
an
engineer
Tom
On
shoulder
to
Ryan's
for
its
mean
all
sports
Update
the
day
.
but
to
but
also
in
an
image
in
addition
put
walls
and
and
policies
in
place
so
that
people
don't
feel
that
they
can
to
give
and
years
they
just
need
to
know
that
that
the
proper
channel
for
reporting
above
is
supported
in
the
bugs
the
law
not
to
walk
over
the
engineer
ability
that
some
working
on
some
of
these
that
we
have
done
with
great
success
it
is
would
you
cab
.
basically
um
we
did
this
the
day
and
at
school
Job
.
we
bought
all
of
Thursday's
snow
methinks
.
we
all
come
than
the
other
thing
I'd
tell
the
people
who
want
to
have
means
of
engineers
.
this
year
from
of
this
are
Backlog
those
on
the
day
.
don't
don't
give
In
engineers
six
meetings
over
an
eight
hour
day
the
hour
each
.
three
hours
the
meeting
of
the
DNA
there
were
three
hours
means
that
in
the
day
give
them
a
BIG
took
the
time
to
actually
.
Double
four
.
I'm
.
another
thing
that
is
scarily
absent
from
any
Development
shops
standards
and
conventions
.
I
was
again
no
claim
for
Plan
Warwick
and
are
near
silent
PHP
Ottawa
again
the
Plan
more
about
at
the
Python
.
I
just
want
you
to
pick
up
walking
horse
and
stick
with
it
.
all
I
was
so
alive
.
bill
nicely
About
steers
the
conventions
is
usually
there
are
some
very
smart
people
in
your
language
of
choice
.
Who
have
already
done
this
work
for
you
.
every
language
Java
has
its
standards
which
of
course
you
know
decree
from
on
high
.
They
has
Benevolent
dictator
is
that
this
is
all
we
could
Things
and
Python
.
I
love
about
my
son
is
there
so
pedantic
about
the
concert
coding
conventions
in
force
in
the
language
.
palm
.
yes
so
Double
YY
the
ICU
was
with
great
success
of
a
lot
of
People
taiko
standards
.
four
use
those
.
sometimes
Build
gold
for
the
mum
I
think
that's
fine
.
when
I
enforce
this
is
up
for
Your
Users
continues
Integration
.
that's
our
.
the
COC
of
the
palm
.
we
are
Not
Noah
continues
Management
.
do
for
him
to
something
I
do
and
could
use
Integration
that
is
and
also
in
my
code
robot
stories
.
as
I
put
a
link
checker
in
there
and
Cardinal
and
checkered
is
also
argued
for
cement
of
the
coding
standards
which
drives
people
and
saying
I
don't
care
right
CodeThe
looks
the
same
.
so
these
are
things
I'm
going
to
do
.
in
importance
and
you
really
from
the
beginning
.
the
committee
can
do
it
this
financial
the
rowing
for
encoding
goal
socialist
.
this
will
call
you
Dumbo
one
flame
or
out
of
every
Slide
emotional
.
I
really
think
code
above
the
Tories
.
two
dozen
unit
Obama
Story
.
it
was
shot
yesterday
how
many
common
that
I
window
shop
this
is
amazing
for
a
new
shop
recently
.
the
company
is
doing
.
two
hundred
and
fifty
million
dollars
in
revenue
.
ninety
five
percent
of
which
is
what
basis
.
they
do
not
use
a
code
repository
.
the
ants
.
actually
it's
art
.
they
just
started
using
a
code
repository
.
he
and
the
way
of
deploying
a
load
is
to
basically
razor
Agile
aka
is
ok
but
if
I
pushed
wrong
.
and
they
go
on
the
server
and
you
see
an
update
.
um
.
does
amazing
.
and
I
one
I
was
talking
with
them
they
team
up
with
it
she
was
talking
to
them
is
actually
two
different
teams
operating
this
manner
.
in
one
of
them
is
in
a
different
building
.
similarly
call
somebody
and
say
you
yell
around
the
office
in
Suva
to
give
a
push
from
can
help
the
do
just
broke
trying
one
out
of
the
one
out
to
lunch
when
they
come
in
an
AOL
go
on
the
reset
Maintain
summit
was
strong
.
and
I
did
I
see
a
part
of
their
operations
department
has
been
begging
them
to
do
basically
branching
and
tagging
him
pushing
from
from
tax
.
and
that
he
actually
created
a
chart
nice
add
on
the
seal
was
the
number
one
countries
like
milk
over
by
the
door
or
one
diligent
code
out
there
System
Apostle
the
CEOs
of
this
.
and
I
saw
Brian
the
I
T
guy
I
said
.
you're
not
doing
Value
undercover
the
planning
are
not
using
go
deposit
Tories
and
the
one
to
socio
how
much
that
costs
and
downtime
.
and
he
said
.
the
look
of
the
CEOs
business
and
yet
operation
said
while
to
see
the
new
temple
we
went
on
for
forty
five
minutes
at
ten
am
last
Tuesday
which
is
basically
KEY
traffic
key
day
.
is
like
that
costs
us
twenty
eight
thousand
dollars
.
do
you
and
any
CTO
I'd
previously
told
me
that
any
entity
operates
die
so
that
the
absence
between
five
.
you
are
between
three
and
six
times
a
month
.
between
three
and
six
all
draw
we're
losing
between
fifteen
hundred
thousand
dollars
a
month
one
to
one
point
three
million
dollars
year
revenue
of
the
albeit
you
are
when
you
put
that
any
zero
that
Remember
It's
impactful
and
it
will
make
people
change
their
attitudes
Frequent
critically
when
the
patient
numbers
like
that
.
the
Tennessee
I
said
you
realize
that
you
are
wasting
one
engineer
salary
about
every
month
.
teams
like
ah
um
.
they
are
not
willing
to
source
control
Management
.
another
thing
but
it
is
really
boring
is
promoting
ownership
.
this
is
really
goes
from
top
to
bottom
.
it's
really
important
for
programmers
.
I
really
truly
the
programmers
are
craftsmen
.
we
care
about
what
we're
doing
We
Carol
building
the
code
how
it
still
.
the
problem
for
us
is
that
nobody
else
cares
how
it
still
.
nobody
outside
of
engineers
give
a
shit
They
Euro
some
awesome
abstraction
layer
and
and
were
able
to
condense
that
you
know
spaghetti
code
on
into
town
once
something
is
really
important
when
engineers
come
to
work
for
you
you
allow
them
to
own
the
code
.
it's
really
not
gorge
on
to
dictate
implementation
details
Feature
Dodd
to
call
bullshit
when
the
telly
that
the
one
you
something
stupid
like
Ruby
for
demons
are
PHP
for
tenants
.
but
it's
not
your
doctor
Really
dictate
that
such
a
grand
granular
level
.
um
so
I
tend
to
like
to
allow
that
the
engineers
at
work
for
me
to
make
those
implementation
decisions
and
to
own
the
code
from
and
and
from
day
one
until
the
end
of
its
life
cycle
of
the
many
cases
all
in
and
let
them
make
the
decision
of
one
to
pull
something
out
.
which
is
currently
happening
at
simply
overflowing
in
summing
On
replacement
note
.
Double
mother
discussion
.
I'm
.
another
thing
but
we
often
overlook
is
designed
.
I
need
people
here
Stub
out
the
API
is
on
a
whiteboard
before
putting
For
on
paper
before
reading
the
code
.
I
like
to
see
more
and
some
al
one
.
you
the
amazing
go
next
Context
I
really
made
the
right
of
free
market
some
sort
that
is
.
They
going
to
consist
of
more
than
three
to
five
classes
in
more
than
twenty
ish
methods
.
go
grab
some
way
they
respect
their
opinion
go
to
the
whiteboard
say
I
need
something
that
is
going
to
do
this
and
whiteboard
it
before
you
exit
open
the
paper
the
to
be
impressed
with
how
much
easier
the
coding
goes
when
you
started
on
a
whiteboard
and
how
many
problems
that
you
can
get
over
just
piling
up
the
API
.
and
no
don't
need
to
write
code
assist
with
relief
class
limbs
method
names
what
they're
taking
.
to
what
the
returning
nothing
more
nothing
less
.
.
our
mother
.
when
Use
wakeboarding
as
a
metaphor
for
the
prototype
.
yes
I
know
that
it's
more
like
Dom
.
I
come
unit
I
say
I
wanted
Build
buildings
.
for
seniors
Build
blueprint
Trend
yet
so
it's
more
like
trying
blue
friend
.
I
think
.
um
.
so
if
the
idea
doesn't
always
to
be
a
whiteboard
can
do
it
stubborn
Old
and
then
you
can
in
paper
or
whatever
.
like
snow
white
gorgeous
.
it's
a
swimmer
.
but
making
certain
to
cause
lots
of
flame
wars
A
office
Frameworks
.
again
I
don't
care
if
one
could
neither
tango
Wales
.
the
shadow
two
.
.
.
all
in
.
.
it's
.
he
an
hour
.
Polish
.
this
is
an
investment
.
.
she
.
one
.
wana
say
when
you
said
setup
which
is
just
as
good
.
yes
are
totally
and
completely
rid
the
if
you
even
if
you
Design
on
a
whiteboard
and
a
menu
or
write
to
us
in
you
find
you
there
are
pieces
of
the
day
you
can
feel
unit
tests
.
you're
in
the
IDC
he
knew
to
go
back
to
read
the
whiteboard
.
so
decide
.
on
the
talk
talk
more
about
us
and
so
on
.
yes
about
to
Frameworks
and
we
will
Frameworks
at
Digg
is
mainly
because
you
can
in
the
cold
chain
off
the
shelf
.
I
actually
did
the
best
way
I
heard
this
quote
was
actually
from
a
quarter
Build
Burke
was
talk
about
Wales
where
he
said
that
in
order
to
steal
to
edit
or
where
they
were
they
had
to
remove
wiki
called
that
much
of
this
tactic
sugar
Wales
.
so
yes
says
Twitter
uses
Wales
but
it
looks
awful
I
did
when
implementation
details
and
the
rails
Code
that
that
you
would
write
and
push
a
recruit
.
on
the
same
goes
for
J
don't
Python
same
goes
for
coding
I
turned
PHP
and
all
the
other
Frameworks
PHP
.
so
what
I
ended
up
doing
quantitative
actually
wrote
.
very
small
domain
specific
Frameworks
Amin
.
her
little
Ajax
framework
in
latex
remarkable
a
day
was
you
know
check
for
CSR
a
Another
exploits
and
with
just
a
little
PHP
classes
Map
and
do
your
I
return
and
Reduce
on
the
Qantas
dot
com
.
one
of
the
reasons
to
roll
your
own
other
than
massive
scale
is
also
.
I've
done
this
very
successfully
a
couple
shots
.
Who
is
coming
to
shop
for
work
so
the
shop
where
they
don't
use
and
Use
the
mid
to
does
open
up
a
PHP
files
are
reading
the
copy
paste
outcomes
of
who
who
works
as
Cover
that
don't
have
a
framework
.
when
one
person
.
was
an
inside
Frameworks
Willis
is
Job
answers
Use
ing
like
a
dot
net
as
framework
of
some
sort
.
.
yes
it
was
using
a
custom
frame
work
.
knowing
one
of
Wales
.
to
touch
and
go
.
Unknown
nudging
an
awesome
coffee
some
cheesy
for
workers
like
helium
.
so
one
of
things
the
dominant
house
with
because
it
was
totally
day
was
literally
going
to
the
children
trio
PHP
files
second
away
whatever
was
includes
functions
out
PHP
which
is
literally
like
to
keep
the
ones
Code
Amin
.
it
was
very
easy
for
me
their
way
Bad
Ajax
framework
.
and
this
kind
of
like
it
was
so
small
Without
PRT
with
no
three
was
a
code
it's
not
that
big
a
deal
and
actually
explain
I
see
Use
.
those
your
foot
in
the
door
.
in
the
light
Automate
go
online
to
find
work
elsewhere
although
application
like
Manila
today
the
doors
overall
more
than
you
keep
going
and
XML
.
Porter
The
really
over
takes
a
while
.
since
are
easy
prey
Work
summons
and
Works
mum
particular
slide
.
seeing
who
here
doesn't
us
the
code
.
it's
good
for
stretching
.
some
of
these
around
testing
the
radar
.
are
often
overlooked
or
confused
by
developers
is
that
there
is
a
tri
stake
difference
between
a
unit
by
unit
tests
.
the
systems
that
store
functional
us
.
um
.
anybody
can
hopefully
do
we
sticky
on
the
butt
.
well
I
did
it
is
said
that
some
observers
.
so
unit
tests
each
of
you
Lead
.
.
yes
I'm
addicted
to
do
to
leave
it
to
all
of
its
most
hundred
and
eighty
million
Deploy
suggests
code
.
the
two
most
popular
said
if
you
look
at
someone
status
would
be
to
be
the
unit
tests
for
a
functional
slash
System
SAS
.
the
functional
five
systems
thus
you
can
run
and
usually
with
at
all
.
a
good
database
running
already
occupation
actually
run
and
something
like
the
postal
doesn't
the
.
on
delivery
on
the
previous
books
API
and
I
expect
to
get
this
back
which
you
can
run
the
test
unless
Facebook
Islam
is
alive
and
well
and
going
back
to
you
right
.
unit
tests
.
Without
beginnings
.
so
I'm
saying
it's
those
.
the
marina
.
yes
code
Unit
tests
it
is
a
test
on
like
a
Pull
told
us
.
remarks
Things
and
use
your
property
unit
tests
were
huge
deal
the
Rhine
.
with
literally
nothing
else
running
on
the
part
where
everything
to
properly
mark
dot
com
or
leave
familiar
with
mocking
.
.
Marty
and
essentially
were
you
.
you
.
in
some
ways
alter
the
code
when
sometimes
you
do
change
things
of
that
.
your
code
that
you're
Testing
runs
that
is
if
it
doesn't
know
any
better
in
what's
returned
is
actually
a
picture
it's
it's
a
static
Things
yours
know
what's
going
on
in
the
snow
Network
bio
or
conditional
.
so
this
is
something
that
the
bell
we
made
the
decision
of
that
simple
geo
.
unit
testing
we
expect
High
coverage
functional
tests
and
insistence
at
St
We
is
a
lot
more
at
Aachen
meal
we
do
actually
and
staging
sell
.
the
other
thing
that
goes
on
Testing
CI
environments
ever
critical
somewhat
a
lot
of
years
Analysis
great
.
um
the
thing
that
I
don't
think
a
lot
of
people
in
a
silly
doing
with
with
C
I
and
one
inside
like
to
see
more
of
In
coupled
with
Automation
what
we
do
not
support
you
inside
.
we
pushed
code
every
code
that
gets
.
is
run
through
the
unit
tests
we
time
to
recommit
.
and
then
when
we
are
done
with
something
.
while
we
how
somebody
shot
off
the
definition
of
Done
or
a
familiar
with
the
term
Definition
On
.
.
and
then
once
that's
done
They
Motors
there
Feature
Blanche
into
what
we
setup
the
week
all
pending
which
is
basically
something
that
engineers
had
dictated
and
said
In
reviews
as
the
code
Complete
.
um
there
is
the
world
in
an
ocean
of
difference
between
code
Complete
and
actually
Production
as
we
all
know
um
so
happened
is
that
it's
March
and
a
pending
in
an
awesome
treat
so
spending
as
much
as
a
much
different
Use
.
what's
ends
up
happening
is
.
and
then
began
renting
Assess
We
and
I
might
be
included
with
a
couple
other
Feature
branches
to
make
sure
Feature
branches
are
stepping
on
each
other
.
I'm
in
an
arts
and
will
actually
build
it
got
the
package
can
push
that
two
out
of
the
Tory
of
the
latest
Build
.
and
then
that
is
a
BIG
kicks
out
out
can
automatically
deployed
that
you
on
the
stage
an
environment
which
we
then
run
out
to
Lake
Build
Test
side
as
the
rehab
the
consumption
Slide
System
tussle
Iran
it's
fairly
automated
.
and
though
we
have
a
BIG
bread
one
point
from
Oakland
and
the
kids
actually
Deploy
from
there
.
.
alas
they
are
Cycle
answering
documentation
.
he
.
I
promise
I've
moved
into
managing
engineer
said
.
the
slice
of
our
.
jockey
many
.
what
you
did
in
more
about
documenting
why
he
didn't
.
com
.
in
that
is
I
would
take
away
.
Product
we
go
back
to
you
and
your
doors
one
know
why
they're
having
to
do
something
like
um
.
I
recently
had
Feature
and
I
were
building
are
in
the
belief
are
simple
geo
.
United
one
idea
.
the
BDO
that
the
the
team
is
a
village
in
the
setup
which
builds
Feature
to
St
Feature
one
dollars
.
I
want
builds
on
the
task
would
usability
many
Conduct
he
said
.
we
Going
zeros
Job
.
it's
like
we're
building
.
and
I
.
so
what
Done
is
actually
called
to
live
by
actually
document
on
my
side
.
that's
why
we're
building
now
.
you
know
that
the
actual
lightning
to
save
back
in
the
old
is
a
BIG
public
of
purity
Your
NMR
years
like
that
.
now
.
the
doctor
that
we
can
all
look
and
say
no
in
general
this
is
what
the
product
to
do
this
is
why
redoing
an
arm
and
then
the
no
documentation
from
there
continues
on
at
the
mo
why
on
Double
SL
.
my
operations
guys
have
documentation
for
this
couple
it's
not
documentation
around
how
to
write
a
puppet
and
Story
blue
ball
that
it's
documentation
as
to
this
is
why
we
use
CTO
and
two
XL
older
We
whatever
else
are
so
high
CPU
insisted
Estate
verse
this
thing
.
um
it's
very
much
predictability
of
March
this
comes
in
lots
of
code
.
the
White
becomes
really
important
is
to
bring
more
people
on
because
as
the
Lead
institutional
knowledge
nearly
all
one
away
so
it's
a
time
without
having
the
gospel
one
Team
archaeological
a
BIG
teacher
your
code
to
go
wif
things
are
are
with
our
.
.
last
thing
I
want
to
leave
it
on
a
time
for
questions
and
is
open
Cutter
Chad
and
um
and
so
things
of
about
how
far
shore
.
it
is
true
.
welcome
.
them
to
lower
one
.
Product
us
align
same
old
school
.
I
need
to
be
User
great
idea
to
give
them
the
million
Define
ways
is
a
very
anti
X
key
thing
for
me
to
say
.
but
um
really
seen
the
comment
mean
the
difference
you
could
code
or
viewer
into
comics
the
difference
Feature
good
quarter
in
a
bad
CodeThe
.
the
DiggCo
railway
has
won
what
the
fuck
coming
out
the
door
and
that
could
of
us
like
dozens
of
them
.
I
myself
.
the
last
five
years
I've
always
had
an
IV
.
cause
two
hundred
code
reviews
.
and
I've
never
said
I
could
are
needed
to
find
at
least
one
show
stopping
by
.
um
the
oven
I
sing
us
really
Continuous
with
purity
is
a
particular
code
of
years
.
opportunity
idea
there's
really
an
achiever
ways
to
go
out
this
one
is
the
news
that
school
from
which
is
cool
bugs
were
basically
you
and
I
commanded
you
say
yet
I
cannot
looks
good
it
looks
good
.
one
scene
the
fall
down
is
going
back
to
Carter's
being
lazy
biggest
Build
what
do
in
the
don't
do
it
.
um
and
then
also
the
patches
are
very
it's
not
a
cookie
sticky
Sicko
they
look
right
so
I
look
at
some
ticklish
leaders
Bush
missed
can
commence
in
earnest
like
one
minute
ten
one
two
five
one
tear
.
really
I'm
a
good
understanding
of
what
the
Hell's
going
on
.
so
we
did
it
is
made
actually
show
a
giant
patch
of
over
the
whole
thing
as
needed
.
in
the
future
that
latter
thing
when
you're
with
is
like
he'll
three
or
four
five
in
the
sitting
room
that
a
Kenyan
and
taking
over
Quote
.
went
on
to
be
really
helpful
for
steals
up
is
sad
.
the
checklist
.
you
know
you
He
templates
to
make
sure
that
there's
no
site
scripting
bugs
and
make
sure
that
that
ok
the
CSR
Up
tokens
are
being
properly
implemented
.
that
the
you
know
all
of
the
standards
and
things
they
you
They
your
spouse
be
doing
for
you
.
seeing
that
up
in
JavaScript
on
such
and
are
in
there
.
you
know
when
you
look
at
.
the
code
are
you
doing
anything
stupid
like
you
know
running
SQL
queries
and
nine
anyway
actually
had
and
things
like
that
so
it's
good
out
on
those
things
.
in
a
check
box
in
this
peacefully
.
no
you
go
through
an
agenda
and
was
lot
more
quickly
at
the
point
.
to
editDouble
wall
that
I
wanted
to
chat
about
some
any
questions
comments
or
flames
.
the
menu
.
.
some
good
.
.
Lewis
Job
.
.