Slide 1

Slide 1 text

@andy fl [email protected] Are we there yet? Building an Internal Development Platform By Andy Fleener https:// fl ickr.com/photos/96dpi/4771273008/in/gallery-maven-72157622717379143/

Slide 2

Slide 2 text

@andy fl [email protected] Let’s take a Road Trip https:// fl ickr.com/photos/96dpi/4796200235/in/gallery-maven-72157622717379143/

Slide 3

Slide 3 text

@andy fl [email protected] More about the journey than the destination https:// fl ickr.com/photos/193347187@N08/52045942829/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU-DL1yYc-2jWbmpr- AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 4

Slide 4 text

@andy fl [email protected] Sometimes you will fi nd things you didn’t anticipate https:// fl ickr.com/photos/22691568@N04/43656057080/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj- HAHtHV-2nNdaoU-DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS- QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 5

Slide 5 text

@andy fl [email protected] The anticipation of arrival always feels like it took longer than it did Are we there yet? 🙃 https:// fl ickr.com/photos/schepers/48761144222/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU- DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 6

Slide 6 text

@andy fl [email protected] Find a balance of the right number of stops along the way https:// fl ickr.com/photos/schepers/48761144222/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU- DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 7

Slide 7 text

@andy fl [email protected] What we’re going to cover today What is a Platform How do you know if you need one How do you go about building one How do you migrate to it And how do you evolve it

Slide 8

Slide 8 text

@andy fl [email protected] What is a Platform / Platform Engineering?

Slide 9

Slide 9 text

@andy fl [email protected] "A platform is a foundation of self-service APIs tools services knowledge and support which are arranged as a compelling internal product. Autonomous delivery teams can make use of the platform to deliver product features at a higher pace with reduced coordination" – Evan Bottcher

Slide 10

Slide 10 text

@andy fl [email protected] "A thick platform might consist of the combination of several inner platform teams providing a myriad of services. A thin platform could simply be a layer on top of a vendor-provided solution." – Team Topologies book chapter on Platform Teams

Slide 11

Slide 11 text

@andy fl [email protected] –Steven Lohrenz on thenewstack “Platform engineering is the process of designing, building, and maintaining work fl ows and tools for software engineering organizations to drive consistency and speed up common tasks.“

Slide 12

Slide 12 text

@andy fl [email protected] Undifferentiated Engineering

Slide 13

Slide 13 text

@andy fl [email protected] Undifferentiated Engineering Not everything you do will provide direct value to your customers Some of the most valuable work is improving the way you do work https:// fl ickr.com/photos/darea62/49395809012/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU- DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 14

Slide 14 text

@andy fl [email protected] Platforms serve at least 3 purposes Limit Entropy – Drive consistency Gain Ef fi ciency – Speeding up common tasks = cheaper & faster Reduce Cognitive-Load – Shrink the surface area of what an average engineer needs to know https:// fl ickr.com/photos/stillugly/52045913916/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU- DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 15

Slide 15 text

@andy fl [email protected] “Platform engineering is a new fi eld that has arisen to meet the growing complexity of distributed software development. As software development has started involving more tools, clouds and work fl ows, it’s become increasingly dif fi cult for software developers who are now asked to manage more different aspects that go into writing robust, secure, performant and capable applications.” –Steven Lohrenz on thenewstack

Slide 16

Slide 16 text

@andy fl [email protected] How do you know if you need a platform?

Slide 17

Slide 17 text

Slide 18

Slide 18 text

@andy fl [email protected] What kind of Platform you need? 
 It depends: What is your Business Strategy? What is your Organizational Strategy? What is your Technical Strategy? https:// fl ickr.com/photos/btonevibes/22926643566/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU- DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 19

Slide 19 text

@andy fl [email protected] Remember our Goals Limit Entropy – Drive consistency Gain Ef fi ciency – Speeding up common tasks = cheaper & faster Reduce Cognitive-Load – Shrink the surface area of what an average engineer needs to know https:// fl ickr.com/photos/stillugly/52045913916/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU- DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 20

Slide 20 text

@andy fl [email protected] How do you build one?

Slide 21

Slide 21 text

Slide 22

Slide 22 text

@andy fl [email protected] 80% talking to people to understand the problem https:// fl ickr.com/photos/schepers/48761144222/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU-DL1yYc-2jWbmpr- AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 23

Slide 23 text

@andy fl [email protected] Rule #1 Build trust with people who are going to use the platform (i.e. your coworkers)

Slide 24

Slide 24 text

Slide 25

Slide 25 text

Slide 26

Slide 26 text

@andy fl [email protected] Without established trust you will NOT get enough feedback to build the platform that your company actually needs

Slide 27

Slide 27 text

@andy fl [email protected] Rule #2 Establish effective feedback loops

Slide 28

Slide 28 text

@andy fl [email protected] We all have more work to do than time to do it Do not expect documentation to do marketing for you Do expect you will be co-creating the platform with the people who are going to use it Be AVAILABLE https:// fl ickr.com/photos/146264147@N03/34309143893/in/photolist-UgMkaF-ViNQtg-UVcKkb-UgMkzt-UgMef4-Vvna6R-ViNX88-Vvn8wt-QFj65b-UgMgG8-VrShV5-UgMeHt-ViP4Gv-UVd7Gj- UVdams-UVcK1d-ViNMFH-Vvn6Yi-ViNVAF-UgMjPa-ViP364-ViNSpR-UgMpik-VfPjYw-UVd8LJ-UVcHcJ-VfPkCY-UVcHEY-ViNGnB-ViNEfv-UVcMMf-VfPjoy-ViNXzF-ViNP8a-UgMGi2-PsLRqg- UgMzzx-UdK2nj-ViNETe-UgMEj2-Vvn8SP-ViP6bc-UdKdsL-VfPC9U-UVd5vW-UgMFfR-9SpDQo-PsLT2x-Pq5qHU-QteCR5

Slide 29

Slide 29 text

Slide 30

Slide 30 text

Slide 31

Slide 31 text

@andy fl [email protected] 10% deciding what not to build https:// fl ickr.com/photos/elka_cz/729827561/in/photolist-27uyiP-73hcvn-2kcGj3P-7NpeXr-2nMqn6o-4VPSMB-B8aWt-oBhfRi-2jfD6kA-paGeSy-2jPMQkp-qPB8tc-PRKjQe-2ez2Umr-CqJyt- b2D2CZ-2efotfR-8Hu1s7-DuqTmW-FE2zj-NyMkg-2mV7wM4-tEqi4-H5vn4d-J2Wafj-mH1jFr-2gBKUWY-q8C5fr-2NzaNE-5FjeTP-pbJ2tP-5bsEE2-v4NwbF-qC1ZTA-2iFWqSr-NQpRM- oyGDTd-27ZAWym-2d3FSJ-6drNuG-bpkp5K-4T2qsD-73haYc-7rJgaf-29ZSBi-8gaRmr-X1y1e7-eUgA2h-eU5dun-CmSthQ/

Slide 32

Slide 32 text

@andy fl [email protected] Rule #3 Find an Opinion

Slide 33

Slide 33 text

@andy fl [email protected] Deciding what your platform won’t do – What constraints it’s going to have, is just as important as deciding what it will do.

Slide 34

Slide 34 text

@andy fl [email protected] Be as explicit as possible about the constraints and contracts

Slide 35

Slide 35 text

@andy fl [email protected] Not every idea will move you towards your goals

Slide 36

Slide 36 text

Slide 37

Slide 37 text

Slide 38

Slide 38 text

@andy fl [email protected] 10% crushing hopes and dreams https:// fl ickr.com/photos/96dpi/4796200235/in/gallery-maven-72157622717379143/

Slide 39

Slide 39 text

@andy fl [email protected] Rule #4 Chop Wood and Carry Water

Slide 40

Slide 40 text

@andy fl [email protected] Your stakeholders will want some things that are impossible to deliver https:// fl ickr.com/photos/83257111@N04/49810217188/in/photolist-2hU6yWR-2iTymiP-2iTymCB-2iTB8CW-2iTyntj-2iTBcCp-2iTynXA-2iTyod5-2iTBdFg-2m5xpiH/

Slide 41

Slide 41 text

No content

Slide 42

Slide 42 text

@andy fl [email protected] Ruthlessly prioritize - decide what you’re not going to build and stand by your decisions

Slide 43

Slide 43 text

@andy fl [email protected] It’s more important to make good on the promises you make than to make promises to everyone

Slide 44

Slide 44 text

@andy fl [email protected] You won’t know if you got it right until it’s in use

Slide 45

Slide 45 text

Slide 46

Slide 46 text

Slide 47

Slide 47 text

@andy fl [email protected] How do you migrate to it?

Slide 48

Slide 48 text

@andy fl [email protected] Always be Migrating Start small - fi nd the smallest batch you can Avoid one way doors State is the worst https:// fl ickr.com/photos/joeyz51/52520157154/in/photolist-2o22wWW-adVm7U-65ZK9Q-5JfPrW-2hYoBJb-JmdEhd-65t1o5-akvxGR-5bpXHb-doCmFh-XTdQx7-5Cz9FA-d8giUE-8HD6u3-2881ZAk- aEJTVh-2RUBSs-2hHvHY5-e4WbEo-ojmgLA-6QVnkB-2oAXc9b-oCBex2-2nALF3c-jRaZaF-z6LE2k-8Y2YpP-ojmcVQ-oyPnwG-2kSn1kd-abeSDx-2jjoD7r-dyU6k9-2kSoAvs-cyx8GY- oox8Mb-9gKpNh-2kSoB2c-6FJAod-a5f6dz-2m1XcK9-9gGjKn-QZmMN9-MSTd4f-fa455V-SodF6b-2mVuyJN-fa452c-rQbjUJ-fa459D

Slide 49

Slide 49 text

@andy fl [email protected] Small Batches Find the smallest workload you can to migrate fi rst Shrink the feedback loop Small things are easier to reason about https:// fl ickr.com/photos/pedrosimoes7/50111796202/in/photolist-Y1Bfvk-2jmd49f-WqdBU7-WyRgtP-26GUF8B-r9pt4m-ZnEQrY-afmChE-2gMpuj2-oEKBFS-2m6FD8T-9enLYa-2jhb4jp- N8G8jW-2jdqV6J-2jhJx6L-buBUFY-Jq2Hb6-2kZw3jf-2kZshPP-2gN7jJh-2m8qjtZ-2b9sgQA-hPywe-KgKQ9p-2m6KiBE-2hxTU6m-rd2BWJ-2iyjTpw-8RQ5s2-QGpcDm-2o3NKpa-2nmhM9X-2c3kTjd- dPoUPA-NbcvrP-dtR3cH-291vbFi-2gxSaD6-7U8GH3-bVRXUM-Rtb5ry-CzEqeh-2k62p55-ZUD4zf-H1PbWH-2kV52pF-fwdGUz-2jZRWNm-26fhaoj/

Slide 50

Slide 50 text

@andy fl [email protected] No One-way Doors Leave yourself a way out Run on both platforms at the same time Make the switch a boring event https:// fl ickr.com/photos/kirinqueen/631677659/in/photolist-XPvL8-cC7KMC-WeRH21-21cyq1q-XB9tAu-Q9Mz95-GCVU8w-24tnQCe-aqAQfN-s5BESG-271PJfa-7q8u8g-teakiP-9n282i-EaVRe9-4zeuzg- H4whv2-j6iQ65-f7VbaQ-224wvSj-cLVyZL-s8GBwT-2cY2Bs4-jz3Eb9-G5Ap9-oCyzcZ-MEGyXE-RXNEDX-gwGrBB-4z5wrn-pvpmm6-awL3NP-J3qg4t-2w6wH8-8GkX5N-F2HV7s-hbZnc1-sxtJxG- Ny1jBN-2bcw1QD-7VZ7bT-27V7Bn5-EjNRg9-24pXXkN-4YXvji-LQsxkY-p94yVw-gi5EgL-Sou2BN-pZYpPK/

Slide 51

Slide 51 text

@andy fl [email protected] State is literally the WORST Find ways to manage state separately from your compute Use replication and failover systems where you can Build state veri fi cation tests in places where you have concern https:// fl ickr.com/photos/193347187@N08/52076533882/in/photolist-2nkPRcQ-BcGuU3-2hzjYK3-2ixi5bd-6knt5h-HXJyhV-BUA5B1-2fuCWMm-2iGNkem-9XoPqS-2hTfFWV-2mNLJwN-2kZkcJA-2mzyNxG- LkyL1o-2oswHv1-4f9L7Q-298RPMf-QZV7M6-2jHFhc5-2jPVqZ6-2kcwDJJ-2couQTd-2h38e9p-4QtfsF-HLuGEA-2iT9one-2bNYTh-2nK99i4-8iCuT6-2mny5Py-2h3w1Dy-GFxVte-6JFVwp-2mzxz61-2jLUHpd- Edrort-x4nqDA-2iUtpPJ-Hpr6tL-3ZTPUB-p6MaX-8ievKV-SNcvbG-2kreWZf-7MH4Ug-2kaiEg7-2g8ATeN-emSbWi-dPzkVc

Slide 52

Slide 52 text

@andy fl [email protected] So how do you evolve it?

Slide 53

Slide 53 text

@andy fl [email protected] The average life of a platform is 3-5 years

Slide 54

Slide 54 text

@andy fl [email protected] The more you extend the life the higher the value

Slide 55

Slide 55 text

@andy fl [email protected] Pay attention to the court of public opinion

Slide 56

Slide 56 text

@andy fl [email protected] Find ways to add value throughout the platform

Slide 57

Slide 57 text

@andy fl [email protected] Find a balance of the right number of stops along the way https:// fl ickr.com/photos/schepers/48761144222/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU-DL1yYc-2jWbmpr- AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 58

Slide 58 text

@andy fl [email protected] The anticipation of arrival always feels like it took longer than it did We got there! https:// fl ickr.com/photos/schepers/48761144222/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU-DL1yYc-2jWbmpr- AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 59

Slide 59 text

@andy fl [email protected] Sometimes you will fi nd things you didn’t anticipate Be poised to adapt https:// fl ickr.com/photos/22691568@N04/43656057080/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK- usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ-s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU-DL1yYc-2jWbmpr- AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS-QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 60

Slide 60 text

@andy fl [email protected] More about the journey than the destination Invest in the process to evolve the platform https:// fl ickr.com/photos/193347187@N08/52045942829/in/photolist-2ni84xT-dL6Wum-2iLqcqq-2kXTYuw-7sx6st-2jSEu8L-sTFLqQ-2nfnL5x-Mx37rR-2gD4qCb-PkrUDQ-2kAu5CK-usFoPi-2hDGVmT-28xRKD4-2iehVxy-2icwqUa-28d3ZbC-2gmwYVa-2idL4uJ- s72gC7-2kdeMzz-PFngiZ-2gNwhcX-XKSRWE-aC76sF-2hFeFou-ZMisnR-2kyWFjb-29vJGPj-HAHtHV-2nNdaoU-DL1yYc-2jWbmpr-AVX3o3-2hhRBn9-27mUZUU-2ifWr6w-2k7BA45-23Y6CHz-2eykGTk-LjwXFK-2kJUEcT-2i4BtkS-dqfMuW-zafnSp-Qg8wYS- QkbJ8X-2kQLJ6m-2ni7UXo/

Slide 61

Slide 61 text

@andy fl [email protected] Questions? https:// fl ickr.com/photos/96dpi/4771273008/in/gallery-maven-72157622717379143/