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DR. ADRIAN PERREAU DE PINNINCK 
TAKE THE RED PI L L
TREMENDOUS GROWTH. 
CRITEO: GO GO GO!!! 
• From 20 to 160 engineers in less than 5 years 
• 160 code repositories 
• 7 million lines of code 
• Took months to release
TO PUT THE MACHINES UNDER CONTROL 
WE MUST SEE REALITY
WHAT WAS REALITY? 
• Average lead time for new features = 60 days 
• Average time to merge commits = 20 days 
• The release pipeline was blocked for months 
• It was getting worse each year
IT WAS GOING TO TAKE TOP MANAGEMENT TO AGREE ON SOMETHING LIKE THIS 
SOMETHING HAD TO CHANGE
PAIR DISCUSSION: 
HOW WOULD YOU SELL 
T H I S I N I T I ATIVE?
OBJECTIVES 
• Reduce commit merge time to hours instead of days 
• Reduce time from commit to Prod to < 4 days 
• Reduce number of cancelled release candidates
TECHNICAL SOLUTION 
• Tailor-made Build System 
• Mandatory Code Reviews 
• Continuous Integration Pipeline 
• Sandbox to execute tests
PROCESS FOLLOWED
ESTABLISH SENSE OF URGENCY 
• Code freeze in 2012 crippled the team during months 
• The release pipeline had been blocked for months 
• Things weren’t getting better for 2013’s code freeze
WITHOUT A STRONG GUIDING COALITION 
ENERGY WILL DISSIPATE
STRONG GUIDING COALITION 
• Executive Vice President of Engineering 
• Vice President of QA 
• 10 Software Engineers, high level of seniority 
• 2 Senior Engineering Program Managers
DEVELOPING A CHANGE VISION 
• Brainstormed for the key elements 
• Prepared a document explaining the vision 
• Shared the document with Key players 
• Modified the document to take into account feedback 
• Shared the document with Dev Leads 
• Modified the document to take into account feedback 
• Gave presentation explaining the project 
• Sent document to all
CHANGE VISION 
• 26 page document 
• Took over a month to get 
alignment in version 0.1 
• Sent to 20 senior 
engineers for feedback 
• Last version took into 
account all feedback
COMMUNICAT E 
THE VISION 
• Monthly updates at all 
hands meetings 
• Weekly emails with 
progress reports 
• Events with food
EMPOWER BROA D - B A S E D ACT I O N
EMPOWER 
ACTION 
• The improvement backlog 
was shared with everyone 
• Some items prioritised by 
voting 
• Voluntary-based work 
encouraged 
• Test-a-thons and other 
wide range initiatives
SHORT-TERM 
WINS 
• Used Scrum to guide the 
change process 
• Developed usable tools from 
the beginning 
• Developed one tool at a time 
• Pushed adoption slowly until 
tipping point 
• Forced rest to adopt once 
tipping point passed
INTEGRATION TIMES
100.00%$ 
90.00%$ 
80.00%$ 
70.00%$ 
60.00%$ 
50.00%$ 
40.00%$ 
30.00%$ 
20.00%$ 
10.00%$ 
0.00%$ 
12/11/13$ 
12/18/13$ 
12/25/13$ 
1/15/14$ 
1/22/14$ 
1/29/14$ 
1/1/14$ 
1/8/14$ 
2/12/14$ 
2/19/14$ 
2/26/14$ 
2/5/14$ 
3/12/14$ 
3/19/14$ 
3/5/14$ 
TEST PLAN
PROJECT BURN DOWN
100" 
90" 
80" 
70" 
60" 
50" 
40" 
30" 
20" 
10" 
0" 
FROM 35 DAYS TO 15 DAYS 
COMMIT AGE 
Commit&to&Prod&Lag& 
5/13/13" 6/13/13" 7/13/13" 8/13/13" 9/13/13" 10/13/13" 11/13/13" 12/13/13" 1/13/14" 2/13/14" 3/13/14" 4/13/14" 5/13/14"
I T ’ S A LWAYS HARDER THAN YOU THOUGHT 
DON’T LET GO
LARGEST IMPEDIMENTS 
• Technical 
• Eat your own dog food 
• Replicating the Sandbox 
• Human 
• People added to the team not sharing vision 
• Getting teams to use the tools 
• Managing expectations and communication
DON’T LET GO 
• Fully dedicated team for a whole year. 
• After the project ended the team remained as a new 
unit. 
• Even through the hardest times management gave full 
support.
INCORPORATE CHANGE 
INTO THE CULTURE
INCORPORATE CHANGE 
INTO THE CULTURE 
• Training program for new recruits 
• Engineering partners are expected to conform to new 
way of working 
• Training program for engineering partners 
• Tools in place become the cultural gates
OTHER TECHNIQUES WE USED 
THERE IS MORE TO 
CHANGE THAN KOTTER
WE ASKED THOSE ALREADY ONBOARD TO HELP OTHERS DO THE SAME 
BRIDGE BUILDER
CHAMPION 
SKEPTIC 
Find someone senior in the 
organisation: 
• That wants the goal to be 
reached 
• That doesn’t fully support 
your technical solution 
• Talk with him regularly
DEDICATED 
CHAMPION 
YOU WON’T GO FAR 
WITHOUT ONE
MAKE SURE TO BRING SNACKS TO GET TOGETHERS 
DO FOOD
WILLING TO TRY THINGS BEFORE THEY ARE READY 
EARLY ADOPTERS
LINKED IN WENT THROUGH THE SAME PROCESS 
EXTERNAL 
VAL IDATION
MAKE PEOPLE PROUD OF BEING PART OF THE CHANGE 
GROUP IDENTITY
WE USED LARGE SCREENS TO SHOW PROGRESS 
IN YOUR SPACE
IF YOU WANT LASTING CHANGE… 
INVOLVE EVERYONE
AND WE DID IT ALL 
USING SCRUM
“Never send a human to do a machine’s job” 
-AGENT SMITH
REFERENCES 
• Leading Change - John P. Kotter 
• Fearless Change - Linda Rising, PhD 
• Continous Delivery - Jez Humble, David Farley

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Take the Red Pill: How Criteo revamped its software development process

  • 1. DR. ADRIAN PERREAU DE PINNINCK TAKE THE RED PI L L
  • 2. TREMENDOUS GROWTH. CRITEO: GO GO GO!!! • From 20 to 160 engineers in less than 5 years • 160 code repositories • 7 million lines of code • Took months to release
  • 3. TO PUT THE MACHINES UNDER CONTROL WE MUST SEE REALITY
  • 4. WHAT WAS REALITY? • Average lead time for new features = 60 days • Average time to merge commits = 20 days • The release pipeline was blocked for months • It was getting worse each year
  • 5. IT WAS GOING TO TAKE TOP MANAGEMENT TO AGREE ON SOMETHING LIKE THIS SOMETHING HAD TO CHANGE
  • 6. PAIR DISCUSSION: HOW WOULD YOU SELL T H I S I N I T I ATIVE?
  • 7. OBJECTIVES • Reduce commit merge time to hours instead of days • Reduce time from commit to Prod to < 4 days • Reduce number of cancelled release candidates
  • 8. TECHNICAL SOLUTION • Tailor-made Build System • Mandatory Code Reviews • Continuous Integration Pipeline • Sandbox to execute tests
  • 10. ESTABLISH SENSE OF URGENCY • Code freeze in 2012 crippled the team during months • The release pipeline had been blocked for months • Things weren’t getting better for 2013’s code freeze
  • 11. WITHOUT A STRONG GUIDING COALITION ENERGY WILL DISSIPATE
  • 12. STRONG GUIDING COALITION • Executive Vice President of Engineering • Vice President of QA • 10 Software Engineers, high level of seniority • 2 Senior Engineering Program Managers
  • 13. DEVELOPING A CHANGE VISION • Brainstormed for the key elements • Prepared a document explaining the vision • Shared the document with Key players • Modified the document to take into account feedback • Shared the document with Dev Leads • Modified the document to take into account feedback • Gave presentation explaining the project • Sent document to all
  • 14. CHANGE VISION • 26 page document • Took over a month to get alignment in version 0.1 • Sent to 20 senior engineers for feedback • Last version took into account all feedback
  • 15. COMMUNICAT E THE VISION • Monthly updates at all hands meetings • Weekly emails with progress reports • Events with food
  • 16. EMPOWER BROA D - B A S E D ACT I O N
  • 17. EMPOWER ACTION • The improvement backlog was shared with everyone • Some items prioritised by voting • Voluntary-based work encouraged • Test-a-thons and other wide range initiatives
  • 18. SHORT-TERM WINS • Used Scrum to guide the change process • Developed usable tools from the beginning • Developed one tool at a time • Pushed adoption slowly until tipping point • Forced rest to adopt once tipping point passed
  • 20. 100.00%$ 90.00%$ 80.00%$ 70.00%$ 60.00%$ 50.00%$ 40.00%$ 30.00%$ 20.00%$ 10.00%$ 0.00%$ 12/11/13$ 12/18/13$ 12/25/13$ 1/15/14$ 1/22/14$ 1/29/14$ 1/1/14$ 1/8/14$ 2/12/14$ 2/19/14$ 2/26/14$ 2/5/14$ 3/12/14$ 3/19/14$ 3/5/14$ TEST PLAN
  • 22. 100" 90" 80" 70" 60" 50" 40" 30" 20" 10" 0" FROM 35 DAYS TO 15 DAYS COMMIT AGE Commit&to&Prod&Lag& 5/13/13" 6/13/13" 7/13/13" 8/13/13" 9/13/13" 10/13/13" 11/13/13" 12/13/13" 1/13/14" 2/13/14" 3/13/14" 4/13/14" 5/13/14"
  • 23. I T ’ S A LWAYS HARDER THAN YOU THOUGHT DON’T LET GO
  • 24. LARGEST IMPEDIMENTS • Technical • Eat your own dog food • Replicating the Sandbox • Human • People added to the team not sharing vision • Getting teams to use the tools • Managing expectations and communication
  • 25. DON’T LET GO • Fully dedicated team for a whole year. • After the project ended the team remained as a new unit. • Even through the hardest times management gave full support.
  • 26. INCORPORATE CHANGE INTO THE CULTURE
  • 27. INCORPORATE CHANGE INTO THE CULTURE • Training program for new recruits • Engineering partners are expected to conform to new way of working • Training program for engineering partners • Tools in place become the cultural gates
  • 28. OTHER TECHNIQUES WE USED THERE IS MORE TO CHANGE THAN KOTTER
  • 29. WE ASKED THOSE ALREADY ONBOARD TO HELP OTHERS DO THE SAME BRIDGE BUILDER
  • 30. CHAMPION SKEPTIC Find someone senior in the organisation: • That wants the goal to be reached • That doesn’t fully support your technical solution • Talk with him regularly
  • 31. DEDICATED CHAMPION YOU WON’T GO FAR WITHOUT ONE
  • 32. MAKE SURE TO BRING SNACKS TO GET TOGETHERS DO FOOD
  • 33. WILLING TO TRY THINGS BEFORE THEY ARE READY EARLY ADOPTERS
  • 34. LINKED IN WENT THROUGH THE SAME PROCESS EXTERNAL VAL IDATION
  • 35. MAKE PEOPLE PROUD OF BEING PART OF THE CHANGE GROUP IDENTITY
  • 36. WE USED LARGE SCREENS TO SHOW PROGRESS IN YOUR SPACE
  • 37. IF YOU WANT LASTING CHANGE… INVOLVE EVERYONE
  • 38. AND WE DID IT ALL USING SCRUM
  • 39. “Never send a human to do a machine’s job” -AGENT SMITH
  • 40. REFERENCES • Leading Change - John P. Kotter • Fearless Change - Linda Rising, PhD • Continous Delivery - Jez Humble, David Farley