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Bf9540996d162846c723821a111c673d?s=47 monzou
July 23, 2015

How we Build a NewsPicks

2015/07/23 ヒカ☆ラボ の発表資料です。
https://atnd.org/events/67683

Bf9540996d162846c723821a111c673d?s=128

monzou

July 23, 2015
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  1. )08XF#6*-%B/&841*$,4 ا٦ءٍٕ穗幥صُ٦أ،فٔ/FXT1JDLTךאֻ׶ַ׋ ؼؕٓن 5BLVSP.POKJ!/FXT1JDLT *OD

  2. 5",630.0/+*!NPO[PV 1SPHSBNNFS%FWFMPQNFOU.BOBHFS GSPN/FXT1JDLT *OD

  3. AGENDA 8& )08 #6*-% $0/$6-64*0/

  4. AGENDA 8& )08 #6*-% $0/$6-64*0/

  5. 䎃剢ⶼ噟 䖞噟㆞侧せ،ٕغ؎زろ׬ /FXT1JDLTכせ䓲 ✲噟䬿挿 ٥匌❨ ٥ءٝؖه٦ٕ ٥♳嵲 ٥껺庥 ىحءّٝ չ⚅歲♧ך穗幥ًر؍،׾אֻ׷պ

  6. 䎃剢ⶼ噟 䖞噟㆞侧せ،ٕغ؎زろ׬ /FXT1JDLTכせ䓲 ✲噟䬿挿 ٥匌❨ ٥ءٝؖه٦ٕ ٥♳嵲 ٥껺庥 ىحءّٝ չ⚅歲♧ך穗幥ًر؍،׾אֻ׷պ

    /FXT1JDLT խխ䎃剢J04晛խխխ խխ䎃剢ⴓ爡⻉
  7. ؽآطأ䞔㜠ח暴⻉׃׋אךفٗتؙز 㼪Ⰵ⟰噟 爡PWFS ♰6TFS PWFS 넝䏝ז⟰噟٥欵噟ⴓ匿ך׋׭ךر٦ةك٦أ 穗幥ח暴⻉׃׋صُ٦أ،فٔ

  8. ًر؍،ך㣐㢌ꬠ劍 ؝ٝذٝخⵖ⡲ 崧鸐 وطة؎ؤ Ⰻגך꬗חְֶג㣐ֹז㢌⻉ָ饯ֹגְ׷

  9. ًر؍،ך㣐㢌ꬠ劍 ؝ٝذٝخⵖ⡲ 崧鸐 وطة؎ؤ Ⰻגך꬗חְֶג㣐ֹז㢌⻉ָ饯ֹגְ׷ 倜儗➿חֶֽ׷ؽآطأٌرٕך涪僇ח䮋䨌

  10. None
  11. = PLATFORM + PUBLISHER

  12. 1-"5'03. 16#-*4)&3 ُٖؗ٦ءّٝ ؝ٝذٝخ 㢳圫ז 穗幥䞔㜠 ؽآطأ ػ٦اٝぢֽ 杝荈鎸✲ ـٓٝس

    䎢デ鎸✲ 1*$,&3 ُٖؗ٦ءّٝ٥؝ًٝز ... ... ... ⿑鼅䲿䵿ًر؍، 䎢デ⚺ 㢩鿇؟؎ز 箟꧊鿇
  13. 1-"5'03. 16#-*4)&3 ُٖؗ٦ءّٝ ؝ٝذٝخ 㢳圫ז 穗幥䞔㜠 ؽآطأ ػ٦اٝぢֽ 杝荈鎸✲ ـٓٝس

    䎢デ鎸✲ 1*$,&3 ُٖؗ٦ءّٝ٥؝ًٝز ... ... ... ⿑鼅䲿䵿ًر؍، 䎢デ⚺ 㢩鿇؟؎ز 箟꧊鿇 㢳侧ך 衼せ1*$,&3
  14. 1-"5'03. 16#-*4)&3 ُٖؗ٦ءّٝ ؝ٝذٝخ 㢳圫ז 穗幥䞔㜠 ؽآطأ ػ٦اٝぢֽ 杝荈鎸✲ ـٓٝس

    䎢デ鎸✲ 1*$,&3 ُٖؗ٦ءّٝ٥؝ًٝز ... ... ... ⿑鼅䲿䵿ًر؍، 䎢デ⚺ 㢩鿇؟؎ز 箟꧊鿇 1*$, 1*$, 1*$, -*,& 1*$, '0--08 㢳侧ך 衼せ1*$,&3
  15. 1-"5'03. 16#-*4)&3 ُٖؗ٦ءّٝ ؝ٝذٝخ 㢳圫ז 穗幥䞔㜠 ؽآطأ ػ٦اٝぢֽ 杝荈鎸✲ ـٓٝس

    䎢デ鎸✲ 1*$,&3 ُٖؗ٦ءّٝ٥؝ًٝز ... ... ... ⿑鼅䲿䵿ًر؍، 䎢デ⚺ 㢩鿇؟؎ز 箟꧊鿇 1*$, 1*$, 1*$, -*,& 1*$, '0--08 㢳侧ך 衼せ1*$,&3 1*$, 4503*&4 */'0(3"1)*$4 "/"-:5*$4
  16. 䌢ח䮋䨌ה䧭ꞿ׾竲ֽ׷ًر؍، ِ٦ؠ٦侧        

    
  17. 䌢ח䮋䨌ה䧭ꞿ׾竲ֽ׷ًر؍، ِ٦ؠ٦侧        

    ؔٔآشٕ ؝ٝذٝخ Ꟛ㨣 
  18. 䌢ח䮋䨌ה䧭ꞿ׾竲ֽ׷ًر؍، ِ٦ؠ٦侧        

    稠鎘   ِ٦ؠ٦ ؔٔآشٕ ؝ٝذٝخ Ꟛ㨣 
  19. ؽآطأٔ٦ت٦ח넝ְؒٝ؜٦آًٝز ➿_➿ך剣劄זؽآطأػ٦اٝךⵃ欽桦ָ넝ְ ِ٦ؠ٦ח⽑׭׷䠐䙼寸㹀㾴ךⶴさכ秈 ِ٦ؠ٦ך䎂㖱忔㖈儗꟦ָꞿֻ䭁侔⸂׮䓼ְ

  20. ؽآطأٔ٦ت٦ח넝ְؒٝ؜٦آًٝز ➿_➿ך剣劄זؽآطأػ٦اٝךⵃ欽桦ָ넝ְ ِ٦ؠ٦ח⽑׭׷䠐䙼寸㹀㾴ךⶴさכ秈 ِ٦ؠ٦ך䎂㖱忔㖈儗꟦ָꞿֻ䭁侔⸂׮䓼ְ 剣劄זؽآطأػ٦اٝחٔ٦ث⳿勻׷ٌغ؎ٕ㼎䘔ך倜ًر؍،

  21. وطة؎ؤ劤ך变 1*$, 剣俱铬ꆃ 1*$, ـٓٝس 䎢デ

  22. وطة؎ؤ劤ך变 1*$, 剣俱铬ꆃ 1*$, ـٓٝس 䎢デ ⿑鼅׃׋ 䲿䵿剣俱 ًر؍، 箟꧊鿇⡲䧭

    剣俱鎸✲ ぐ珏؎كٝز ⮚䖉 剣俱㼔欽堣腉 ךꟚ佝
  23. وطة؎ؤ劤ך变 1*$, 剣俱铬ꆃ 1*$, ـٓٝس 䎢デ ⿑鼅׃׋ 䲿䵿剣俱 ًر؍، 箟꧊鿇⡲䧭

    剣俱鎸✲ ぐ珏؎كٝز ⮚䖉 剣俱㼔欽堣腉 ךꟚ佝 ـٓٝس䎢デ 㼔Ꟍث٦ي ⟰噟ך ـٓٝسꅕ䧭׾ ؟ه٦ز ـٓٝسח ؿ؍حز׃׋ 鎸✲ⵖ⡲ 剣劄ז ؽآطأػ٦اٝ חꂁ⥋
  24. &%*5034 #3"/% %&4*(/ 1-"5'03. TEAMS

  25. &%*5034 #3"/% %&4*(/ 1-"5'03. TEAMS

  26. $SPTT(FOSF 4UPSJFT "OBMZUJDT *OGPHSBQIJDT '3&& 1"*% 41&&%" "/"-:454 */'0(3"1)*$ &%*5034

    ORIGINAL  CONTENTS
  27. PAPER

  28. KPI 17׾鷄׻׆؟٦ؽأפך 顀柃䏝さְ׾庠׷

  29. KPI 17׾鷄׻׆؟٦ؽأפך 顀柃䏝さְ׾庠׷ 搀俱鎸✲٥剣俱鎸✲׉׸׊׸ח杝荈ך,1*׾鏣㹀

  30. KPI 17׾鷄׻׆؟٦ؽأפך 顀柃䏝さְ׾庠׷ 搀俱鎸✲٥剣俱鎸✲׉׸׊׸ח杝荈ך,1*׾鏣㹀 栻䖤顀柃 崞䚍顀柃 ٙٝشٝغ٦ד ⴓַ׷䭷垥

  31. KPI 17׾鷄׻׆؟٦ؽأפך 顀柃䏝さְ׾庠׷ 搀俱鎸✲٥剣俱鎸✲׉׸׊׸ח杝荈ך,1*׾鏣㹀 تحءُن٦سד 鎸✲ך顀柃䏝׾ 〳鋔⻉ 栻䖤顀柃 崞䚍顀柃 ٙٝشٝغ٦ד

    ⴓַ׷䭷垥
  32. &%*5034 1-"5'03. TEAMS #3"/% %&4*(/

  33. Ꟛ涪 ֮הד

  34. 栻䖤 ⟰歗 Ꟛ涪 麊欽 䎢デ栻䖤 4/4麊欽 ؝ىُصذ؍ ؎كٝز 1SP 1JDLFS

    劉׌ֽ 搀俱 ؙٗ٦ؤس 䨌殛 فحءُ 鸐濼 箟䧭 ًٕوؖ غش٦ 鏣㹀 ֮הד
  35. 栻䖤 ⟰歗 Ꟛ涪 麊欽 䎢デ栻䖤 4/4麊欽 ؝ىُصذ؍ ؎كٝز 1SP 1JDLFS

    劉׌ֽ 搀俱 ؙٗ٦ؤس 䨌殛 فحءُ 鸐濼 箟䧭 ًٕوؖ غش٦ 鏣㹀 ֮הד
  36. 栻䖤 ⟰歗 Ꟛ涪 麊欽 䎢デ栻䖤 4/4麊欽 ؝ىُصذ؍ ؎كٝز 1SP 1JDLFS

    劉׌ֽ 搀俱 ؙٗ٦ؤس 䨌殛 فحءُ 鸐濼 箟䧭 ًٕوؖ غش٦ 鏣㹀 ֮הד
  37. 栻䖤 ⟰歗 Ꟛ涪 麊欽 䎢デ栻䖤 4/4麊欽 ؝ىُصذ؍ ؎كٝز 1SP 1JDLFS

    劉׌ֽ 搀俱 ؙٗ٦ؤس 䨌殛 فحءُ 鸐濼 箟䧭 ًٕوؖ غش٦ 鏣㹀 ֮הד
  38. KGI %"6٥ؒٝ؜٦آًٝز桦٥剣俱铬ꆃ

  39. KGI %"6٥ؒٝ؜٦آًٝز桦٥剣俱铬ꆃ %"6כⴓ鍑׃ג,1*ח衅ה׃鴥׬ ؝م٦ز׾⢪׏ג倜鋉ِ٦ؠ٦ך遤⹛׾䪾䳢ׅ׷

  40. KGI %"6٥ؒٝ؜٦آًٝز桦٥剣俱铬ꆃ %"6כⴓ鍑׃ג,1*ח衅ה׃鴥׬ ؝م٦ز׾⢪׏ג倜鋉ِ٦ؠ٦ך遤⹛׾䪾䳢ׅ׷ تحءُن٦سד ⹛ぢ׾䪾䳢

  41. #3"/% %&4*(/ TEAMS 1-"5'03. &%*5034

  42. AD  Products #SBOE"DDPVOU ،ؕؐٝز׾ أهٝ؟٦س #SBOE4UPSJFT 鎸✲׾ أهٝ؟٦س #SBOE5BC ةـ׾

    أهٝ؟٦س
  43. AD  Products #SBOE"DDPVOU ،ؕؐٝز׾ أهٝ؟٦س #SBOE4UPSJFT 鎸✲׾ أهٝ؟٦س #SBOE5BC ةـ׾

    أهٝ؟٦س ـٓٝس项欵ך䕎䧭 䎢デ⚺ך䫎项׾然㹋חـٓٝس项欵חאז־׷
  44. CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/

  45. CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/ ٌغ؎ٕח黝׃׋ 葺颵٥넝⣣⦼ך ؝ٝذٝخⵖ⡲ 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ

  46. CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/ ٌغ؎ٕח黝׃׋ 葺颵٥넝⣣⦼ך ؝ٝذٝخⵖ⡲ 黝ⴖז➂חꂁ⥋ ؽآطأػ٦اٝ

    1*$,ד䭁侔 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ
  47. CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/ ٌغ؎ٕח黝׃׋ 葺颵٥넝⣣⦼ך ؝ٝذٝخⵖ⡲ 黝ⴖז➂חꂁ⥋ ؽآطأػ٦اٝ

    1*$,ד䭁侔 铩ָ铣׿׌ַ וֲ铣ת׸׋ַ 䭁侔ׁ׸׋ַ 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ
  48. CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/ ٌغ؎ٕח黝׃׋ 葺颵٥넝⣣⦼ך ؝ٝذٝخⵖ⡲ 铣׫䩛חה׏ג ⣣⦼ך֮׷䎢デ

    黝ⴖז➂חꂁ⥋ ؽآطأػ٦اٝ 1*$,ד䭁侔 铩ָ铣׿׌ַ וֲ铣ת׸׋ַ 䭁侔ׁ׸׋ַ 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ
  49. AGENDA 8& )08 #6*-% $0/$6-64*0/

  50. &%*5034 #3"/% %&4*(/ 1-"5'03. 'SFF"EESFTT0DF 8FFLMZ.5(

  51. ."*- 4-"$, -*/& $PNNVOJDBUJPOT

  52. ."*- $PNNVOJDBUJPOT 4-"$, -*/& ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼׾㾈ֽ׷

  53. ."*- $PNNVOJDBUJPOT 4-"$, -*/& 箟꧊ꞿדׅ ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼׾㾈ֽ׷

  54. ."*- $PNNVOJDBUJPOT 4-"$, -*/& 箟꧊ꞿדׅ 爡ꞿדׅ ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼׾㾈ֽ׷

  55. ."*- $PNNVOJDBUJPOT 4-"$, -*/& 箟꧊ꞿדׅ 爡ꞿדׅ 箟䧭鿇㆞דׅ ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼׾㾈ֽ׷

  56. ."*- $PNNVOJDBUJPOT -*/& 4-"$, 筜䚈儗ח 䵿䌒畭劣ַ׵ 鸞㜠فحءُ ˟僓כ箟䧭䬐䔲ָ劤殢؟٦غ٦חTTI׃גְת׃׋

  57. DEVELOPMENT 㛇劤כأؙٓي׾䄶׃׋أة؎ٕ鹈꟦أفٔٝز +*3"דغحؙؚٗך盖椚הؕٝغٝך〳鋔⻉׾遤ֲ 鹈如ךⴓ.5(דفٗتؙزؔ٦ش٦ה⮚⯓䏝➰ֽ׾遤ֲ

  58. DEVELOPMENT 4DSVN +*3" "HJMF 8FFL 4QSJOU %BJMZ 4DSVN ,15 㛇劤כأؙٓي׾䄶׃׋أة؎ٕ鹈꟦أفٔٝز

    +*3"דغحؙؚٗך盖椚הؕٝغٝך〳鋔⻉׾遤ֲ 鹈如ךⴓ.5(דفٗتؙزؔ٦ش٦ה⮚⯓䏝➰ֽ׾遤ֲ
  59. DEVELOPMENT  TEAMS ًر؍،ぢֽꟚ涪ה곁㹏ぢֽꟚ涪׾ⴓꨄ ؒٝآص،כせ玎䏝זךדծ㛇劤涸ח耵腉ⴽ穈籼חכׇ׆ 䗳銲ח䘔ׄג稢ְַث٦ي׾ⴖ׶⳿ׅ # 5&". $ 5&".

  60. DEVELOPMENT  TEAMS ًر؍،ぢֽꟚ涪ה곁㹏ぢֽꟚ涪׾ⴓꨄ ؒٝآص،כせ玎䏝זךדծ㛇劤涸ח耵腉ⴽ穈籼חכׇ׆ 䗳銲ח䘔ׄג稢ְַث٦ي׾ⴖ׶⳿ׅ # 5&". $ 5&". (SPXUI

    )BDL ؒٝآص، ז׃
  61. DEVELOPMENT  TEAMS ًر؍،ぢֽꟚ涪ה곁㹏ぢֽꟚ涪׾ⴓꨄ ؒٝآص،כせ玎䏝זךדծ㛇劤涸ח耵腉ⴽ穈籼חכׇ׆ 䗳銲ח䘔ׄג稢ְַث٦ي׾ⴖ׶⳿ׅ # 5&". $ 5&". 8FC

    3FOFXBM (SPXUI )BDL ؒٝآص، ז׃ ♧٠剢玎䏝 ַַ׶׉ֲז فٗآؙؑز
  62. AGENDA 8& )08 #6*-% $0/$6-64*0/

  63. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424
  64. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF  "VUP4DBMJOH
  65. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF  "VUP4DBMJOH .BTUFS %BUB
  66. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF  "VUP4DBMJOH 5SBOTBDUJPO %BUB .BTUFS %BUB
  67. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF  "VUP4DBMJOH 5SBOTBDUJPO %BUB .BTUFS %BUB 5JNFMJOF 3BOLJOH $BDIF
  68. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF  "VUP4DBMJOH 5SBOTBDUJPO %BUB .BTUFS %BUB 5JNFMJOF 3BOLJOH $BDIF "DDFTT-PH "OBMZUJDT
  69. %ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11

    #"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF  "VUP4DBMJOH 5SBOTBDUJPO %BUB .BTUFS %BUB 5JNFMJOF 3BOLJOH $BDIF "DDFTT-PH "OBMZUJDT 4FBSDI &OHJOF
  70. &-# 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP %"5"#"4& READ

    / WRITE غحؙؒٝسח ꬊず劍ةأؙ׾涫ꐮ Ⰻ俑嗚稊 ꅾ醱ⴻ㹀 3FETIJGU BQJOFXTQJDLTDPN DPOUFOUTOFXTQJDLTDPN OFXTQJDLTDPN APP  SERVER
  71. &-# 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP %"5"#"4& READ

    / WRITE غحؙؒٝسח ꬊず劍ةأؙ׾涫ꐮ Ⰻ俑嗚稊 ꅾ醱ⴻ㹀 3FETIJGU BQJOFXTQJDLTDPN DPOUFOUTOFXTQJDLTDPN OFXTQJDLTDPN APP  SERVER +BWB
  72. &-# 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP %"5"#"4& READ

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  73. +BWB -BNCEB&YQSFTTJPO +BWB $PMMFDUJPOTTPSU TUVEFOUT OFX$PNQBSBUPS4UVEFOU \ !0WFSSJEF QVCMJDJOUDPNQBSF 4UVEFOUT

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  74. +BWB -BNCEB&YQSFTTJPO +BWB $PMMFDUJPOTTPSU TUVEFOUT OFX$PNQBSBUPS4UVEFOU \ !0WFSSJEF QVCMJDJOUDPNQBSF 4UVEFOUT

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  75. +BWB 4USFBN"1* 8PSE$PVOU 1BUIQBUI'JMF4ZTUFNTHFU%FGBVMU HFU1BUI XPSEDPVOUUYU  'JMFTMJOFT QBUI 

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  76. -PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \

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  77. -PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \

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  78. -PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \

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  79. -PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \

    UIJTOBNFOBNF ^ QVCMJD4USJOHHFU/BNF \ SFUVSOOBNF ^  ^ X-PNCPL !%BUB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF ^ "45USBOTGPSNBUJPO BUDPNQJMFUJNF XJUI"15 HFUUFSTFUUFS DPOTUSVDUPS FRVBMT IBTI$PEF 
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  81. 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP $30/ +BWB 䲿䵿؟فٓ؎َ

    杝荈鎸✲《鴥 +BWB ؚٓٝؗٝ 鎘皾 +BWB ؝ًٝز أ؝،鎘皾 +BWB 겲⡂鎸✲鎘皾 ؕذ؞ٔⴓ겲 +BWB ة؎يٓ؎ٝך 欰䧭⠗乄 +BWB 嗚稊 ؎ٝرحؙأ刿倜 DATABASE 3&"%83*5& 4$)&%6-& 61%"5& 46#4$3*#& BACKEND SERVICES 3FETIJGU &/26&6& BACKEND  SERVICES
  82. 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP $30/ +BWB 䲿䵿؟فٓ؎َ

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  83.       ✲噟ؿؑ٦ؤח䘔ׄ׋倵瘻稱➜

  84.  剣俱铬ꆃ  "OESPJE晛  8FC ءؑ،ل٦آ  8FC晛 

    ةـⴓֽ  ؔٔآشٕ ؝ٝذٝخ  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲  8FC غحؙؒٝس Ⰵ剏  ؙٗ٦ؤس 䨌殛  8FC رؠ؎ٝ ٔصُ٦،ٕ  1SP1JDLFS 4FBTPO  劉׌ֽ搀俱 ٍؗٝل٦ٝ  1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  8FC铬ꆃ 8FC嗚稊  3FEJT ⴓ侔  "VUP4DBMJOH $IBU0QT       ✲噟ؿؑ٦ؤח䘔ׄ׋倵瘻稱➜
  85.  剣俱铬ꆃ  "OESPJE晛  8FC ءؑ،ل٦آ  8FC晛 

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  86.  剣俱铬ꆃ  "OESPJE晛  8FC ءؑ،ل٦آ  8FC晛 

    ةـⴓֽ  ؔٔآشٕ ؝ٝذٝخ ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       ؒٝآص،㼰侧 ؟٦غ٦侧〴 䩛⹛رفٗ؎ 耵➂فحءُ ؒٝآص،吤姻 䝰뒊׾֮־׷3FEJT
  87.  剣俱铬ꆃ  "OESPJE晛  8FC ءؑ،ل٦آ  8FC晛 

    ةـⴓֽ  ؔٔآشٕ ؝ٝذٝخ ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       ؒٝآص،㼰侧 ؟٦غ٦侧〴 䩛⹛رفٗ؎ 耵➂فحءُ ؒٝآص،吤姻 䝰뒊׾֮־׷3FEJT
  88.  剣俱铬ꆃ  "OESPJE晛  8FC ءؑ،ل٦آ  8FC晛 

    ةـⴓֽ  ؔٔآشٕ ؝ٝذٝخ ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       䩛⹛رفٗ؎ DSPOUBCF IHQVMM IHVQSFMFBTFW CVJMESFMFBTFTI EFQMPZTIIPTU 饯⹛㸣✪תדמ׋ׅ׵䖉א &-#׾ⴖ׶剏ִ׷ 婍׶ךٔٔ٦أ החַֻ 儗꟦ַַָ׏ג ٔٔ٦أָخְٓ
  89.  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲

     1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       ؒٝآص،_せ⵸䖓 ؟٦غ٦侧⼧〴 3FEJTⴓ侔 أ؛٦ٕ،ؐز㛇湍 ,1*ך〳鋔⻉ تحءُن٦سꟚ涪 ؎كٝزؚٗⴓ匿 ؚٗ٦أث٦ي甧׍♳־ 稢ַז何㊣瘻ד㹀滠桦ぢ♳
  90.  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲

     1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       ؒٝآص،_せ⵸䖓 ؟٦غ٦侧⼧〴 3FEJTⴓ侔 أ؛٦ٕ،ؐز㛇湍 ,1*ך〳鋔⻉ تحءُن٦سꟚ涪 ؎كٝزؚٗⴓ匿 ؚٗ٦أث٦ي甧׍♳־ 稢ַז何㊣瘻ד㹀滠桦ぢ♳
  91. 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔 ة؎يٓ؎ٝ欽3FEJTָ〴ד頾蚚꧊⚥̔ؔٝٓ؎ٝ鹼䒀 㢸꟦غحثⳢ椚דٖفٔ؛٦ءָّٝⴖ׸ג帾㢸،ٓ٦ز ة؎يٓ؎ָٝォ׏굲׿ד׮䗁傊ח侧儗꟦

  92. &-# "11 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO #"5 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔

  93. &-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ׾刿倜 SFQMJDBUJPO

    #"5 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
  94. &-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ׾刿倜 SFQMJDBUJPO

    荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف #"5 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
  95. &-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ׾刿倜 SFQMJDBUJPO

    荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف #"5 #"5؟٦غ٦כ 〴דⳢ椚 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
  96. &-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ׾刿倜 SFQMJDBUJPO

    荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف #"5 #"5؟٦غ٦כ 〴דⳢ椚 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔 ELB "11 #"5 TMBWF NBTUFS TMBWF NBTUFS TMBWF NBTUFS SFQMJDBUJPO SFQMJDBUJPO SFQMJDBUJPO &MBTUJ$BDIF &MBTUJ$BDIF &MBTUJ$BDIF
  97. &-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ׾刿倜 SFQMJDBUJPO

    荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف #"5 #"5؟٦غ٦כ 〴דⳢ椚 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔 ELB "11 #"5 TMBWF NBTUFS TMBWF NBTUFS TMBWF NBTUFS SFQMJDBUJPO SFQMJDBUJPO SFQMJDBUJPO &MBTUJ$BDIF &MBTUJ$BDIF &MBTUJ$BDIF &MBTUJ$BDIFח獳遤 عحءُⴓ侔
  98. &-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ׾刿倜 SFQMJDBUJPO

    荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف #"5 #"5؟٦غ٦כ 〴דⳢ椚 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔 ELB "11 #"5 TMBWF NBTUFS TMBWF NBTUFS TMBWF NBTUFS SFQMJDBUJPO SFQMJDBUJPO SFQMJDBUJPO &MBTUJ$BDIF &MBTUJ$BDIF &MBTUJ$BDIF 3FEJTⴓ侔ח֮׻ׇג #"5؟٦غ٦׮ 醱侧〴ח㟓װ׃ג 넝鸞⻉׾㔳׷ &MBTUJ$BDIFח獳遤 عحءُⴓ侔
  99. 3FEJT宏䎂ⴓ侔 ٍؗحءُ欽3FEJTָ〴ד頾蚚꧊⚥̔ؔٝٓ؎ٝ鹼䒀 ِ٦ؠ٦侧㟓⸇ח⠵ְءأذيָ㸜㹀珩⫴׃זֻז׷

  100. 3FEJT宏䎂ⴓ侔 荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف &-# "11 #"5 3FEJT TMBWF

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  101. 3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥׫铣׫鴥׫ ׾Ⳣ椚 荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف &-# "11

    #"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF
  102. 3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥׫铣׫鴥׫ ׾Ⳣ椚 荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف &-# "11

    #"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF &-# "11 TMBWF NBTUFS #"5 TMBWF TMBWF SFQMJDBUJPO SFQMJDBUJPO 8SJUF 3FBE 3FBE &MBTUJ$BDIF
  103. 3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥׫铣׫鴥׫ ׾Ⳣ椚 荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف &-# "11

    #"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF 剅ֹ鴥׫כ وأة٦ח &-# "11 TMBWF NBTUFS #"5 TMBWF TMBWF SFQMJDBUJPO SFQMJDBUJPO 8SJUF 3FBE 3FBE &MBTUJ$BDIF
  104. 3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥׫铣׫鴥׫ ׾Ⳣ椚 荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف &-# "11

    #"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF 剅ֹ鴥׫כ وأة٦ח &-# "11 TMBWF NBTUFS #"5 TMBWF TMBWF SFQMJDBUJPO SFQMJDBUJPO 8SJUF 3FBE 3FBE &MBTUJ$BDIF 铣׫鴥׫כ ٔ٦سٖفַٔؕ׵ أذ؍حؗ٦
  105. 3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥׫铣׫鴥׫ ׾Ⳣ椚 荈⵸ד ٖفٔ؛٦ءّٝ  غحؙ،حف &-# "11

    #"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF 剅ֹ鴥׫כ وأة٦ח ٔ٦سٖفָٔؕ 衅׍׋㜥さכ ؿؑ؎ٕؔ٦غ٦ &-# "11 TMBWF NBTUFS #"5 TMBWF TMBWF SFQMJDBUJPO SFQMJDBUJPO 8SJUF 3FBE 3FBE &MBTUJ$BDIF 铣׫鴥׫כ ٔ٦سٖفַٔؕ׵ أذ؍حؗ٦
  106.  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲

     1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       ؒٝآص،_せ⵸䖓 ؟٦غ٦侧⼧〴 3FEJTⴓ侔 أ؛٦ٕ،ؐز㛇湍 ,1*ך〳鋔⻉ تحءُن٦سꟚ涪 ؎كٝزؚٗⴓ匿 ؚٗ٦أث٦ي甧׍♳־ 稢ַז何㊣瘻ד㹀滠桦ぢ♳
  107. 侧㶵׾׃׏ַ׶鋅ג何㊣ׅ׷ؿؑ٦ؤפ ،ؙإأؚٗ؎كٝزؚٗ׾3FETIJGUח襳琎 تحءُن٦سדⰋ⡤ך⹛ぢ׾〳鋔⻉ ؝م٦ز٥ؿ؋ٝطٕⴓ匿 箟꧊鿇,1*׮〳鋔⻉ ِ٦ؠ٦遤⹛׾ⴓ匿׃ג鑐遤ꐪ铎ׅ׷

  108.  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲

     1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       صُ٦أ׾铣׫ח勻׋ךח ِ٦ؠ٦涫ꐮ׃זְה铣׭זְ ו׿זِ٦ؠ٦⡤꿀ָ 䖤׵׸׷ךַⴓַ׵זְ ⴱ劍ꨄ膴桦ָꬊ䌢ח넝ַ׏׋ ؿ؋ٝطٕ׾鋅ג 30*ָ넝ְהֿ׹ַ׵何㊣
  109.  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲

     1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       صُ٦أ׾铣׫ח勻׋ךח ِ٦ؠ٦涫ꐮ׃זְה铣׭זְ ו׿זِ٦ؠ٦⡤꿀ָ 䖤׵׸׷ךַⴓַ׵זְ ⴱ劍ꨄ膴桦ָꬊ䌢ח넝ַ׏׋ ؿ؋ٝطٕ׾鋅ג 30*ָ넝ְהֿ׹ַ׵何㊣
  110.  *#.䎢デ ةـ  ِ٦ؠ٦遤⹛ ⴓ匿㛇湍  ⟎涫ꐮ  ꟼ鸬鎸✲

     1SP1JDLFS 4FBTPO  䎢デ鿇Ꟍ 甧׍♳־  3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍       剑ⴱכ馄⡚؝أزדꟚ涪 䔲搫׌ָꬊ䌢ח⸬卓ָ֮׏׋ ꟼ鸬鎸✲כ岣湡䏝׮㣐✲ז銲稆 鸬鯹鎸✲ךꟼ鸬鏣㹀זוכ㣐✲
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  112.  8FC غحؙؒٝس Ⰵ剏  ؙٗ٦ؤس 䨌殛  8FC رؠ؎ٝ

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  114. "VUP4DBMJOH صُ٦أ،فٔכ儗꟦䌒ח״׷،ؙإأ㟓幾ָ慧׃ְ 䖞勻כوصُ،ٕד耵➂أ؛آُ٦ؚٔٝ&$%ZOBNP 瑱搫ך،ؙإأ㟓ח罣ִ׵׸זְ 筜䚈فحءُ鸐濼儗כؒٝآص،ָ䗳娤ך㼎䘔 #MVF(SFFO%FQMPZNFOUד㸜䗰ٔٔ٦أ

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  116. 䩛鯪ח ؟٦غ٦׾姺׭ג 俱ꆃ眍秈 ChatOps ،فٔך رفٗ؎

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  119. 8FCٔصُ٦،ٕ ٌغ؎ָٕ⚺䨌㜥׌ָؽآطأػ٦اٝכ耵㜥ד1$׾⢪ֲ 匌嵲䁘פך鹌⳿ך׋׭ח׮䗳갭 ⯋ղ"OHVMBSדꟚ涪ׁ׸׋41"̔4&00(㼎䘔ָ䓲ְ 41"זךדٌغ؎ٕل٦آךⴱ劍ٗ٦سָ鹼ֻ㉏겗ח

  120. ٌغ؎ٕ晛 ا٦ءٍٕ䭁侔ַ׵ך崧Ⰵ׾然㹋ח䯲תִ׋ְ ⴱ劍ٗ٦سך鸞ׁ٥ر؍٦فָؙٔٝ㣐✲ 41"׾姺׭ג؟٦غ٦؟؎سٖٝتؚٔٝח㢌刿 ⣛㶷ٓ؎ـٓٔ׾噰㼭⻉ /PK2VFSZ/P'SBNFXPSL QPMZMMTFSWJDF׾ⵃ欽׃ג6"ח䘔ׄ׋QPMZMM

  121. رأؙزحف晛 ٌغ؎ٕ،فٔהכ殯ז׷ِ٦ؠ٦⡤꿀׾䲿⣘ أزحؙ؝ٝذٝخך䱠׶饯ֿ׃׾ꅾ鋔 ؝ىُصذ؍ך攦ꆀָ⠗׻׷歗꬗圓䧭 箟䧭ث٦يד厫鮾ח㢌刿⳿勻׷زحف歗꬗ 㣐⟰噟ך爡ⰻד׮ꠘ鋮⳿勻׷״ֲח*&㼎䘔 41"׾姺׭ג؟٦غ٦؟؎سٖٝتؚٔٝח㢌刿 *&דךꠘ鋮׮䠐陎׃ג搀ꨇזٓ؎ـٓٔ鼅䫛 ׁקו醱꧟ז歗꬗דכזְךדءٝفٕחꟚ涪

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  123. AGENDA 8& )08 #6*-% $0/$6-64*0/

  124. תה׭ 䓼ְؽآָّ֮ٝ׸ל葺ְث٦يָ⳿勻׷ 岞荍ְֿה׮䞔攦׾׮׏גװ׶ֹ׷ ؽآطأך䧭ꞿה䪮遭涸䮋䨌ךغٓٝأ׾ה׷

  125. 1*$, #"-"/$& 1*$, 1"44*0/ 1*$, 5&". 1*$, 7*4*0/

  126. ⚅歲♧ך穗幥ًر؍،פ

  127. 6;"#"4&/FXT1JDLTדכ ♧筰ח⫴ְגֻ׸׷倯׾⹫꧊׃גְתׅ ⚅歲♧ך穗幥ًر؍،׾⡲׶׋ְ➂ ؚٗ٦غٕז耵㜥ד⚅歲㾜Ꟛׅ׷؟٦ؽأח䵿׻׶׋ְ➂ 㣐ꆀر٦ة㣐ꆀ،ؙإأך֮׷؟٦ؽأךꟚ涪׾׃׋ְ➂ 蕯ֻג⹲ְך֮׷أة٦ز،حفד⫴ֹ׋ְ➂ ؒٝآص،ָ荈歋ח⫴ֽ׷⠓爡ד䮋䨌׃׋ְ➂ ֮׶ָהֲ׀ְׂת׃׋