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monzou
July 23, 2015
Technology
4
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How we Build a NewsPicks
2015/07/23 ヒカ☆ラボ の発表資料です。
https://atnd.org/events/67683
monzou
July 23, 2015
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Transcript
)08XF#6*-%B/&841*$,4 ا٦ءٍٕ穗幥صُ٦أ،فٔ/FXT1JDLTךאַֻ ؼؕٓن 5BLVSP.POKJ!/FXT1JDLT *OD
5",630.0/+*!NPO[PV 1SPHSBNNFS%FWFMPQNFOU.BOBHFS GSPN/FXT1JDLT *OD
AGENDA 8& )08 #6*-% $0/$6-64*0/
AGENDA 8& )08 #6*-% $0/$6-64*0/
䎃剢ⶼ噟 䖞噟㆞侧せ،ٕغ؎زろ /FXT1JDLTכせ䓲 ✲噟䬿挿 ٥匌❨ ٥ءٝؖه٦ٕ ٥♳嵲 ٥껺庥 ىحءّٝ չ⚅歲♧ך穗幥ًر؍،אֻպ
䎃剢ⶼ噟 䖞噟㆞侧せ،ٕغ؎زろ /FXT1JDLTכせ䓲 ✲噟䬿挿 ٥匌❨ ٥ءٝؖه٦ٕ ٥♳嵲 ٥껺庥 ىحءّٝ չ⚅歲♧ך穗幥ًر؍،אֻպ
/FXT1JDLT խխ䎃剢J04晛խխխ խխ䎃剢ⴓ爡⻉
ؽآطأ䞔㜠ח暴⻉׃אךفٗتؙز 㼪Ⰵ⟰噟 爡PWFS ♰6TFS PWFS 넝䏝ז⟰噟٥欵噟ⴓ匿ךךر٦ةك٦أ 穗幥ח暴⻉׃صُ٦أ،فٔ
ًر؍،ך㣐㢌ꬠ劍 ؝ٝذٝخⵖ⡲ 崧鸐 وطة؎ؤ Ⰻגךחְֶג㣐ֹז㢌⻉ָ饯ֹגְ
ًر؍،ך㣐㢌ꬠ劍 ؝ٝذٝخⵖ⡲ 崧鸐 وطة؎ؤ Ⰻגךחְֶג㣐ֹז㢌⻉ָ饯ֹגְ 倜儗➿חֶֽؽآطأٌرٕך涪僇ח䮋䨌
None
= PLATFORM + PUBLISHER
1-"5'03. 16#-*4)&3 ُٖؗ٦ءّٝ ؝ٝذٝخ 㢳圫ז 穗幥䞔㜠 ؽآطأ ػ٦اٝぢֽ 杝荈鎸✲ ـٓٝس
䎢デ鎸✲ 1*$,&3 ُٖؗ٦ءّٝ٥؝ًٝز ... ... ... ⿑鼅䲿䵿ًر؍، 䎢デ⚺ 㢩鿇؟؎ز 箟꧊鿇
1-"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
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-"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*$4
䌢ח䮋䨌ה䧭ꞿ竲ֽًر؍، ِ٦ؠ٦侧
䌢ח䮋䨌ה䧭ꞿ竲ֽًر؍، ِ٦ؠ٦侧
ؔٔآشٕ ؝ٝذٝخ 㨣
䌢ח䮋䨌ה䧭ꞿ竲ֽًر؍، ِ٦ؠ٦侧
稠鎘 ِ٦ؠ٦ ؔٔآشٕ ؝ٝذٝخ 㨣
ؽآطأٔ٦ت٦ח넝ְؒٝ٦آًٝز ➿_➿ך剣劄זؽآطأػ٦اٝךⵃ欽桦ָ넝ְ ِ٦ؠ٦ח⽑䠐䙼寸㹀㾴ךⶴさכ秈 ِ٦ؠ٦ך䎂㖱忔㖈儗ָꞿֻ䭁侔⸂䓼ְ
ؽآطأٔ٦ت٦ח넝ְؒٝ٦آًٝز ➿_➿ך剣劄זؽآطأػ٦اٝךⵃ欽桦ָ넝ְ ِ٦ؠ٦ח⽑䠐䙼寸㹀㾴ךⶴさכ秈 ِ٦ؠ٦ך䎂㖱忔㖈儗ָꞿֻ䭁侔⸂䓼ְ 剣劄זؽآطأػ٦اٝחٔ٦ث⳿勻ٌغ؎ٕ㼎䘔ך倜ًر؍،
وطة؎ؤ劤ך变 1*$, 剣俱铬ꆃ 1*$, ـٓٝس 䎢デ
وطة؎ؤ劤ך变 1*$, 剣俱铬ꆃ 1*$, ـٓٝس 䎢デ ⿑鼅׃ 䲿䵿剣俱 ًر؍، 箟꧊鿇⡲䧭
剣俱鎸✲ ぐ珏؎كٝز ⮚䖉 剣俱㼔欽堣腉 ך佝
وطة؎ؤ劤ך变 1*$, 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 ך佝 ـٓٝس䎢デ 㼔ث٦ي ⟰噟ך ـٓٝسꅕ䧭 ؟ه٦ز ـٓٝسח ؿ؍حز׃ 鎸✲ⵖ⡲ 剣劄ז ؽآطأػ٦اٝ חꂁ⥋
&%*5034 #3"/% %&4*(/ 1-"5'03. TEAMS
&%*5034 #3"/% %&4*(/ 1-"5'03. TEAMS
$SPTT(FOSF 4UPSJFT "OBMZUJDT *OGPHSBQIJDT '3&& 1"*% 41&&%" "/"-:454 */'0(3"1)*$ &%*5034
ORIGINAL CONTENTS
PAPER
KPI 17鷄׆؟٦ؽأפך 顀柃䏝さְ庠
KPI 17鷄׆؟٦ؽأפך 顀柃䏝さְ庠 搀俱鎸✲٥剣俱鎸✲ח杝荈ך,1*鏣㹀
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
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
&%*5034 1-"5'03. TEAMS #3"/% %&4*(/
涪 ֮הד
栻䖤 ⟰歗 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
栻䖤 ⟰歗 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
栻䖤 ⟰歗 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
栻䖤 ⟰歗 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
KGI %"6٥ؒٝ٦آًٝز桦٥剣俱铬ꆃ
KGI %"6٥ؒٝ٦آًٝز桦٥剣俱铬ꆃ %"6כⴓ鍑׃ג,1*ח衅ה׃鴥 ؝م٦ز⢪ג倜鋉ِ٦ؠ٦ך遤⹛䪾䳢ׅ
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
#3"/% %&4*(/ TEAMS 1-"5'03. &%*5034
AD Products #SBOE"DDPVOU ،ؕؐٝز أهٝ؟٦س #SBOE4UPSJFT 鎸✲ أهٝ؟٦س #SBOE5BC ةـ
أهٝ؟٦س
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־
CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/
CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/ ٌغ؎ٕח黝׃ 葺颵٥넝⣣⦼ך ؝ٝذٝخⵖ⡲ 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ
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؍ؚٝ
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תַ 䭁侔ַׁ 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ
CMP $POUFOUT.BSLFUJOH1MBUGPSN $3&"5& %*453*#65& -&"3/ ٌغ؎ٕח黝׃ 葺颵٥넝⣣⦼ך ؝ٝذٝخⵖ⡲ 铣䩛חהג ⣣⦼ך֮䎢デ
黝ⴖז➂חꂁ⥋ ؽآطأػ٦اٝ 1*$,ד䭁侔 铩ָ铣ַ וֲ铣תַ 䭁侔ַׁ 爡ⰻ箟꧊鿇ד سحؚؿ٦ر؍ؚٝ
AGENDA 8& )08 #6*-% $0/$6-64*0/
&%*5034 #3"/% %&4*(/ 1-"5'03. 'SFF"EESFTT0DF 8FFLMZ.5(
."*- 4-"$, -*/& $PNNVOJDBUJPOT
."*- $PNNVOJDBUJPOT 4-"$, -*/& ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼㾈ֽ
."*- $PNNVOJDBUJPOT 4-"$, -*/& 箟꧊ꞿדׅ ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼㾈ֽ
."*- $PNNVOJDBUJPOT 4-"$, -*/& 箟꧊ꞿדׅ 爡ꞿדׅ ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼㾈ֽ
."*- $PNNVOJDBUJPOT 4-"$, -*/& 箟꧊ꞿדׅ 爡ꞿדׅ 箟䧭鿇㆞דׅ ⢽ִל筜䚈鸞㜠ךفحءُ鸐濼 岞荍ֻ䩛⹛דفحءُ׃גِ٦ؠ٦ח⣣⦼㾈ֽ
."*- $PNNVOJDBUJPOT -*/& 4-"$, 筜䚈儗ח 䵿䌒畭劣ַ 鸞㜠فحءُ ˟僓כ箟䧭䬐䔲ָ劤殢؟٦غ٦חTTI׃גְת׃
DEVELOPMENT 㛇劤כأؙٓي䄶׃أة؎ٕ鹈أفٔٝز +*3"דغحؙؚٗך盖椚הؕٝغٝך〳鋔⻉遤ֲ 鹈如ךⴓ.5(דفٗتؙزؔ٦ش٦ה⮚⯓䏝➰ֽ遤ֲ
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➰ֽ遤ֲ
DEVELOPMENT TEAMS ًر؍،ぢֽ涪ה곁㹏ぢֽ涪ⴓꨄ ؒٝآص،כせ玎䏝זךדծ㛇劤涸ח耵腉ⴽ穈籼חכׇ׆ 䗳銲ח䘔ׄג稢ְַث٦يⴖ⳿ׅ # 5&". $ 5&".
DEVELOPMENT TEAMS ًر؍،ぢֽ涪ה곁㹏ぢֽ涪ⴓꨄ ؒٝآص،כせ玎䏝זךדծ㛇劤涸ח耵腉ⴽ穈籼חכׇ׆ 䗳銲ח䘔ׄג稢ְַث٦يⴖ⳿ׅ # 5&". $ 5&". (SPXUI
)BDL ؒٝآص، ז׃
DEVELOPMENT TEAMS ًر؍،ぢֽ涪ה곁㹏ぢֽ涪ⴓꨄ ؒٝآص،כせ玎䏝זךדծ㛇劤涸ח耵腉ⴽ穈籼חכׇ׆ 䗳銲ח䘔ׄג稢ְַث٦يⴖ⳿ׅ # 5&". $ 5&". 8FC
3FOFXBM (SPXUI )BDL ؒٝآص، ז׃ ♧٠剢玎䏝 ֲַַז فٗآؙؑز
AGENDA 8& )08 #6*-% $0/$6-64*0/
%ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11
#"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424
%ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11
#"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF "VUP4DBMJOH
%ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11
#"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF "VUP4DBMJOH .BTUFS %BUB
%ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11
#"5 &MBTUJDTFBSDI 3%4 3FETIJGU $MPVE8BUDI 4/4 4&4 424 "OTJCMF "VUP4DBMJOH 5SBOTBDUJPO %BUB .BTUFS %BUB
%ZOBNP%# &MBTUJ$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 $BDIF
%ZOBNP%# &MBTUJ$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 $BDIF "DDFTT-PH "OBMZUJDT
%ZOBNP%# &MBTUJ$BDIF */5&3/&5 %&4,5011$ .0#*-& 3065& &-# &*1 */$0.*/( "11
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&-# 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP %"5"#"4& READ
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&-# 424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$BDIF 3FEJT %ZOBNP %"5"#"4& READ
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4UVEFOUT \ SFUVSO*OUFHFSDPNQBSF THFU)FJHIU THFU)FJHIU ^ ^
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4UVEFOUT \ SFUVSO*OUFHFSDPNQBSF THFU)FJHIU THFU)FJHIU ^ ^ +BWB $PMMFDUJPOTTPSU TUVEFOUT T T *OUFHFSDPNQBSF THFU)FJHIU THFU)FJHIU
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.BQ BU.BQ MJOF"SSBZTTUSFBN MJOFTQMJU ]==] $PODVSSFOU QBSBMMFM 3FEVDF DPMMFDU HSPVQJOH#Z XPSEXPSE $PMMFDUPSTDPVOUJOH 0VUQVU GPS&BDI 4ZTUFNPVUQSJOUMO
-PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \
UIJTOBNFOBNF ^ QVCMJD4USJOHHFU/BNF \ SFUVSOOBNF ^ ^
-PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \
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-PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \
UIJTOBNFOBNF ^ QVCMJD4USJOHHFU/BNF \ SFUVSOOBNF ^ ^ X-PNCPL !%BUB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF ^ "45USBOTGPSNBUJPO BUDPNQJMFUJNF XJUI"15
-PNCPL 3FEVDF CPJMFSQMBUF 1MBJO+BWB QVCMJDDMBTT4UVEFOU\ QSJWBUF4USJOHOBNF QSJWBUF*OUFHFSBHF QVCMJDWPJETFU/BNF 4USJOHOBNF \
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-PNCPL 3FEVDF CPJMFSQMBUF 'SFRVFOUMZVTFE !#VJMEFS QVCMJDDMBTT4UVEFOU7JFX.PEFM\ !%FMFHBUFQSJWBUFOBM4UVEFOUEFMFHBUF QSJWBUFOBMJOUTDPSF ^ 4UVEFOUTUVEFOUOE4UVEFOU#Z/BNF
NPO[PV 4UVEFOU7JFX.PEFMNPEFM4UVEFOU7JFX.PEFMCVJMEFS EFMFHBUF TUVEFOU TDPSF HFU4DPSF TUVEFOU CVJME 4ZTUFNPVUQSJOUMO NPEFMHFU/BNF NPEFMHFU4DPSF
424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$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$3*#& BACKEND SERVICES 3FETIJGU &/26&6& BACKEND SERVICES
424 &MBTUJDTFBSDI 3%4 .Z42- &MBTUJ$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 〳欽䚍ָ䬐⥂ׁⴓ侔ُؗ٦ Ɒ瘝䚍כ،فٔ⩎ד䬐⥂ׅ䗳銲ָָ֮⢪ְװְׅ 㼛勻涸חכ%ZOBNP%#4USFBNT -BNCEBⵃ欽
✲噟ؿؑ٦ؤח䘔ׄ倵瘻稱➜
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 甧♳־ 8FC铬ꆃ 8FC嗚稊 3FEJT ⴓ侔 "VUP4DBMJOH $IBU0QT ✲噟ؿؑ٦ؤח䘔ׄ倵瘻稱➜
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 甧♳־ 8FC铬ꆃ 8FC嗚稊 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 "VUP4DBMJOH $IBU0QT ✲噟ؿؑ٦ؤח䘔ׄ倵瘻稱➜
剣俱铬ꆃ "OESPJE晛 8FC ءؑ،ل٦آ 8FC晛
ةـⴓֽ ؔٔآشٕ ؝ٝذٝخ ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 ؒٝآص،㼰侧 ؟٦غ٦侧〴 䩛⹛رفٗ؎ 耵➂فحءُ ؒٝآص،吤姻 䝰뒊֮־3FEJT
剣俱铬ꆃ "OESPJE晛 8FC ءؑ،ل٦آ 8FC晛
ةـⴓֽ ؔٔآشٕ ؝ٝذٝخ ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 ؒٝآص،㼰侧 ؟٦غ٦侧〴 䩛⹛رفٗ؎ 耵➂فحءُ ؒٝآص،吤姻 䝰뒊֮־3FEJT
剣俱铬ꆃ "OESPJE晛 8FC ءؑ،ل٦آ 8FC晛
ةـⴓֽ ؔٔآشٕ ؝ٝذٝخ ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 䩛⹛رفٗ؎ DSPOUBCF IHQVMM IHVQSFMFBTFW CVJMESFMFBTFTI EFQMPZTIIPTU 饯⹛㸣✪תדמׅ䖉א &-#ⴖ剏ִ 婍ךٔٔ٦أ החַֻ 儗ַַָג ٔٔ٦أָخְٓ
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 甧♳־ 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 ؒٝآص،_せ䖓 ؟٦غ٦侧⼧〴 3FEJTⴓ侔 أ؛٦ٕ،ؐز㛇湍 ,1*ך〳鋔⻉ تحءُن٦س涪 ؎كٝزؚٗⴓ匿 ؚٗ٦أث٦ي甧♳־ 稢ַז何㊣瘻ד㹀滠桦ぢ♳
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 甧♳־ 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 ؒٝآص،_せ䖓 ؟٦غ٦侧⼧〴 3FEJTⴓ侔 أ؛٦ٕ،ؐز㛇湍 ,1*ך〳鋔⻉ تحءُن٦س涪 ؎كٝزؚٗⴓ匿 ؚٗ٦أث٦ي甧♳־ 稢ַז何㊣瘻ד㹀滠桦ぢ♳
3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔 ة؎يٓ؎ٝ欽3FEJTָ〴ד頾蚚꧊⚥̔ؔٝٓ؎ٝ鹼䒀 㢸غحثⳢ椚דٖفٔ؛٦ءָّٝⴖג帾㢸،ٓ٦ز ة؎يٓ؎ָٝォ굲ד䗁傊ח侧儗
&-# "11 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO #"5 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
&-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ刿倜 SFQMJDBUJPO
#"5 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
&-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ刿倜 SFQMJDBUJPO
荈ד ٖفٔ؛٦ءّٝ غحؙ،حف #"5 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
&-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ刿倜 SFQMJDBUJPO
荈ד ٖفٔ؛٦ءّٝ غحؙ،حف #"5 #"5؟٦غ٦כ 〴דⳢ椚 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔
&-# "11 3FEJT TMBWF 3FEJT NBTUFS 〴ד Ⰻِ٦ؠ٦ך ة؎يٓ؎ٝ刿倜 SFQMJDBUJPO
荈ד ٖفٔ؛٦ءّٝ غحؙ،حف #"5 #"5؟٦غ٦כ 〴דⳢ椚 3FEJTة؎يٓ؎ٝ㘋湫ⴓ侔 ELB "11 #"5 TMBWF NBTUFS TMBWF NBTUFS TMBWF NBTUFS SFQMJDBUJPO SFQMJDBUJPO SFQMJDBUJPO &MBTUJ$BDIF &MBTUJ$BDIF &MBTUJ$BDIF
&-# "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
&-# "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$BDIF 3FEJTⴓ侔חׇ֮ג #"5؟٦غ٦ 醱侧〴ח㟓װ׃ג 넝鸞⻉㔳 &MBTUJ$BDIFח獳遤 عحءُⴓ侔
3FEJT宏䎂ⴓ侔 ٍؗحءُ欽3FEJTָ〴ד頾蚚꧊⚥̔ؔٝٓ؎ٝ鹼䒀 ِ٦ؠ٦侧㟓⸇ח⠵ְءأذيָ㸜㹀珩⫴׃זֻז
3FEJT宏䎂ⴓ侔 荈ד ٖفٔ؛٦ءّٝ غحؙ،حف &-# "11 #"5 3FEJT TMBWF
3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF
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
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$BDIF
3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥铣鴥 Ⳣ椚 荈ד ٖفٔ؛٦ءّٝ غحؙ،حف &-# "11
#"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF 剅ֹ鴥כ وأة٦ח &-# "11 TMBWF NBTUFS #"5 TMBWF TMBWF SFQMJDBUJPO SFQMJDBUJPO 8SJUF 3FBE 3FBE &MBTUJ$BDIF
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$BDIF 铣鴥כ ٔ٦سٖفַٔؕ أذ؍حؗ٦
3FEJT宏䎂ⴓ侔 〴דⰋגך 剅ֹ鴥铣鴥 Ⳣ椚 荈ד ٖفٔ؛٦ءّٝ غحؙ،حف &-# "11
#"5 3FEJT TMBWF 3FEJT NBTUFS SFQMJDBUJPO 3FBE8SJUF 3FBE8SJUF 剅ֹ鴥כ وأة٦ח ٔ٦سٖفָٔؕ 衅㜥さכ ؿؑ؎ٕؔ٦غ٦ &-# "11 TMBWF NBTUFS #"5 TMBWF TMBWF SFQMJDBUJPO SFQMJDBUJPO 8SJUF 3FBE 3FBE &MBTUJ$BDIF 铣鴥כ ٔ٦سٖفַٔؕ أذ؍حؗ٦
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 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 تحءُن٦س涪 ؎كٝزؚٗⴓ匿 ؚٗ٦أث٦ي甧♳־ 稢ַז何㊣瘻ד㹀滠桦ぢ♳
侧㶵׃ַ鋅ג何㊣ׅؿؑ٦ؤפ ،ؙإأؚٗ؎كٝزؚٗ3FETIJGUח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铎ׅ
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 甧♳־ 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 صُ٦أ铣ח勻ךח ِ٦ؠ٦涫ꐮ׃זְה铣זְ וזِ٦ؠ٦⡤꿀ָ 䖤ךַⴓַזְ ⴱ劍ꨄ膴桦ָꬊ䌢ח넝ַ ؿ؋ٝطٕ鋅ג 30*ָ넝ְהַֿ何㊣
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 甧♳־ 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 صُ٦أ铣ח勻ךח ِ٦ؠ٦涫ꐮ׃זְה铣זְ וזِ٦ؠ٦⡤꿀ָ 䖤ךַⴓַזְ ⴱ劍ꨄ膴桦ָꬊ䌢ח넝ַ ؿ؋ٝطٕ鋅ג 30*ָ넝ְהַֿ何㊣
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 甧♳־ 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 剑ⴱכ馄⡚؝أزד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✲
*#.䎢デ ةـ ِ٦ؠ٦遤⹛ ⴓ匿㛇湍 ⟎涫ꐮ ꟼ鸬鎸✲
1SP1JDLFS 4FBTPO 䎢デ鿇 甧♳־ 3FEJT ⴓ侔 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 剑ⴱכ馄⡚؝أزד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✲ ꟼ鸬ָ֮ 岣湡䏝ָ넝ְ 鎸✲邌爙
8FC غحؙؒٝس Ⰵ剏 ؙٗ٦ؤس 䨌殛 8FC رؠ؎ٝ
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"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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ٔصُ٦،ٕ 劉ֽ搀俱 ٍؗٝل٦ٝ 8FC铬ꆃ 8FC嗚稊 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 "VUP4DBMJOH $IBU0QT ؒٝآص،せ䖓 "VUP4DBMJOH $IBU0QTד涪⸬桦何㊣ 䎢デ周⟝㟓⸇ח⠵ְ涪ث٦يⴓⶴ ぐ珏ٍؗٝل٦ٝ㨣 8FCٔصُ٦،ٕ
䩛鯪ח ؟٦غ٦姺ג 俱ꆃ眍秈 ChatOps ،فٔך رفٗ؎
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ٔصُ٦،ٕ 劉ֽ搀俱 ٍؗٝل٦ٝ 8FC铬ꆃ 8FC嗚稊 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 /FXT1JDLTךفٓحزؿؓ٦ي٥⚅歲錁ך⚥ד 倜׃ְًر؍،⡤꿀׃גק׃ְ 攦䗰זؿ؋ٝחזגק׃ְ "VUP4DBMJOH $IBU0QT ؔٔآشٕ鎸✲כ 鷿⚥תד׃ַ 铣זְ
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ٔصُ٦،ٕ 劉ֽ搀俱 ٍؗٝل٦ٝ 8FC铬ꆃ 8FC嗚稊 ء٦س劍 ،٦ٔ٦劍 䧭ꞿ劍 "VUP4DBMJOH $IBU0QT ؒٝآص،せ䖓 "VUP4DBMJOH $IBU0QTד涪⸬桦何㊣ 䎢デ周⟝㟓⸇ח⠵ְ涪ث٦يⴓⶴ ぐ珏ٍؗٝل٦ٝ㨣 8FCٔصُ٦،ٕ
8FCٔصُ٦،ٕ ٌغ؎ָٕ⚺䨌㜥ָؽآطأػ٦اٝכ耵㜥ד1$⢪ֲ 匌嵲䁘פך鹌⳿ךח䗳갭 ⯋ղ"OHVMBSד涪ׁ41"̔4&00(㼎䘔ָ䓲ְ 41"זךדٌغ؎ٕل٦آךⴱ劍ٗ٦سָ鹼ֻ㉏겗ח
ٌغ؎ٕ晛 ا٦ءٍٕ䭁侔ַך崧Ⰵ然㹋ח䯲תְִ ⴱ劍ٗ٦سך鸞ׁ٥ر؍٦فָؙٔٝ㣐✲ 41"姺ג؟٦غ٦؟؎سٖٝتؚٔٝח㢌刿 ⣛㶷ٓ؎ـٓٔ噰㼭⻉ /PK2VFSZ/P'SBNFXPSL QPMZMMTFSWJDFⵃ欽׃ג6"ח䘔ׄQPMZMM
رأؙزحف晛 ٌغ؎ٕ،فٔהכ殯זِ٦ؠ٦⡤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ⰻדꠘ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דכזְךדءٝفٕח涪
رأؙزحف晛 ٌغ؎ٕ،فٔהכ殯זِ٦ؠ٦⡤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ⰻדꠘ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דכזְךדءٝفٕח涪 זֻ
ٔٔ٦أ
AGENDA 8& )08 #6*-% $0/$6-64*0/
תה 䓼ְؽآָّ֮ٝל葺ְث٦يָ⳿勻 岞荍ְֿה䞔攦גװֹ ؽآطأך䧭ꞿה䪮遭涸䮋䨌ךغٓٝأה
1*$, #"-"/$& 1*$, 1"44*0/ 1*$, 5&". 1*$, 7*4*0/
⚅歲♧ך穗幥ًر؍،פ
6;"#"4&/FXT1JDLTדכ ♧筰ח⫴ְגֻ倯꧊׃גְתׅ ⚅歲♧ך穗幥ًر؍،⡲ְ➂ ؚٗ٦غٕז耵㜥ד⚅歲㾜ׅ؟٦ؽأח䵿ְ➂ 㣐ꆀر٦ة㣐ꆀ،ؙإأך֮؟٦ؽأך涪׃ְ➂ 蕯ֻגְך֮أة٦ز،حفד⫴ְֹ➂ ؒٝآص،ָ荈歋ח⫴ֽ⠓爡ד䮋䨌׃ְ➂ ָ֮הֲ׀ְׂת׃