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ファインディの横断SREがTakumi byGMOと取り組む、セキュリティと開発スピードの両立
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adachi.ryo
January 31, 2026
Technology
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ファインディの横断SREがTakumi byGMOと取り組む、セキュリティと開発スピードの両立
SRE Kaigi 2026のスライドです
https://2026.srekaigi.net/
adachi.ryo
January 31, 2026
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Transcript
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ϑΝΠϯσΟͷԣஅ43&͕5BLVNJCZ(.0ͱ औΓΉɺηΩϡϦςΟͱ։ൃεϐʔυͷཱ྆ 43&,BJHJ ϑΝΠϯσΟ ג $50ࣨϓϥοτϑΥʔϜ։ൃνʔϜαϒϚωʔδϟʔ43& ҆ୡྋ BEBDIJO
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
9 ࣗݾհ ҆ୡྋ !BEBDIJO ܳྺ ɾϑΝΠϯσΟ ג $50ࣨϓϥοτϑΥʔϜ։ൃνʔϜαϒϚω43& ɾ1PSUGPMJPBEBDIJONF#MPHCMPHBEBDIJONFXJLJBEBDIJONF
ɾ5FDI#VMM δϡχΞΤϯδχΞίϛϡχςΟ 'PVOEFS ɹɾ43&ΤϯδχΞͷϝϯλϦϯάྦྷܭ໊ˢ ɹɾ4MBDLࢀՃऀ໊ˢ ɹɾίϛϡχςΟϚωʔδϟʔ-5ΠϕϯτӡӦͦͷଞ։ൃ ɾݸਓ5&$)803-%ͰΤϯδχΞΨδΣοτؔ࿈ͷ:PV5VCFΛൃ৴த
ձࣾ֓ཁ 10
ϑΝΠϯσΟ͕ఏڙ͍ͯ͠ΔαʔϏε 11
12 ৽αʔϏεଓʑͱϦϦʔε͍ͯ͠·͢ʂ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
'JOEZ1MBUGPSN43&νʔϜͱʁ 14 'JOEZෳͷϓϩμΫτΛల։͍ͯ͠Δɻಛఆ ͷϓϩμΫτʹดͣ͡ɺશࣾతͳٕज़ج൫ͷඋ ͱඪ४ԽΛ୲͍ͬͯΔɻࠓظ։ൃऀʹ43&ཹֶ ੍Λઃ͚ɺΑΓFOBCMFNFOU͍ͯ͘͠ɻ ৽αʔϏε͕૿͑ΔҰํɺαʔϏε୲ऀΛ ৼΓ͚ɺൣғΛ໌֬Խͨ͠ɻ ԣஅతͳٕज़ࢧԉ ϏδϣϯΛ࠶ఆٛ
'JOEZʹ͓͚ΔηΩϡϦςΟͷ৴པੑͱׂ 15 ๏ ݸਓใͷอޢ • εΩϧɾ৬ྺɾࢤੑ • બߟεςʔλε • ԠืཤྺͳͲͷΓͱΓ
๏ اۀσʔλͷػີੑ • ٻਓใɺٻ৬ऀɺاۀใ ๏ αʔϏεͷܧଓੑ • ߈ܸোʹڧ͍ج൫ͱՄࢹԽ ๏ ࣾձత • ϢʔβʔମݧΛࢧ͑Δ͚ͩͰͳ͘ ۀքશମͷ҆৺ײʹܨ͕Δ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
੬ऑੑ 17 ✓ "*ۦಈܕ߈ܸͷ૿Ճ • ߈ܸͷߴԽͱࣗಈԽ͕ਐΈɺैདྷͷޚͰ ݕ͕ࠔʹɻ ✓ αϓϥΠνΣʔϯ߈ܸ •
ґଘϥΠϒϥϦ֎෦αʔϏεΛૂͬͨ߈ܸ͕ ܧଓͯ͠૿Ճɻ ✓ εϐʔυͷཁٻ • σϓϩΠසͷ্ʹ͍ɺηΩϡϦςΟ νΣοΫͷϘτϧωοΫԽ͕՝ɻ ✓ ϥϯαϜΣΞͷਐԽ • ඪతܕ߈ܸ͕ΑΓົʹͳΓɺਝͳݕͱର Ԡ͕ඞਢɻ ࢀߟ: https://www.pandasecurity.com/en/mediacenter/cybersecurity-trends/
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
"*࣌ͷηΩϡϦςΟઓུͱ 19 ɾ"*ʹΑΔηΩϡϦςΟࣄͷมԽ ɾ߈ܸऀ"*Λ͍ɺΑΓົͰେنͳ߈ܸΛ͘͢͠ͳͬͨ ɾैདྷܕͷޚࡦͰରԠ͕͍͠ ϓϩϯϓτΠϯδΣΫγϣϯ AIͷຊདྷͷಈ࡞ΛͬऔΓɺ ػີใͷ࿙Ӯෆਖ਼ͳಈ࡞ΛҾ͖ ى͜͢αΠόʔ߈ܸɻ ϝϞϦʔϙΠζχϯά
AIΤʔδΣϯτʹෆਖ਼ͳσʔλΛ ೖɾվ͟Μ͢Δ͜ͱͰɺAIͷಈ࡞ ग़ྗΛҙਤతʹૢ࡞͢Δ߈ܸख๏ɻ Ϟσϧநग़߈ܸ AIϞσϧͷෳ͔Β෦ใͷநग़ ͢Δ߈ܸख๏ɻ "*ಛ༗ͷ৽ͨͳ߈ܸख๏ "844VNNJUΑΓ
"*࣌ͷηΩϡϦςΟઓུͱ 20 ɾٻΊΒΕΔରԠࡦ AIۜͷؙͰͳ͍ɻΤϯδχΞͦͷ݁ՌΛݩʹஅ͍ͯ͘͜͠ͱ͕ॏཁɻ • AI ✓ ϩάͷੳ ✓
߈ܸͷ༧ଌ ✓ ϦεΫͷՄࢹԽ ✓ ੬ऑੑஅ ✦ AI࣌ͷޚࡦ ɾϓϩϯϓτ: Ϣʔβʔ͔Βͷೖྗ(ϓϩϯϓτ)Λݕূ͠ɺةݥͳ༰Λআڈɾ੍ޚ ɾϞσϧ: AIϞσϧͦͷͷͷ҆શੑɾڍಈɾར༻ํ๏Λ੍ޚ ɾग़ྗ: AIͰੜ͞ΕͨίϯςϯπͷϑΟϧλϦϯάͱݕূ • ΤϯδχΞ ✓ ՄࢹԽ ✓ அ ✓ આ໌ ʮ"*ʹ"*Ͱཱ͔ͪ͏ɻʯ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
40$5ZQFΛࢦͨ͠എܠ 22 ๏ 'JOEZ5FBN ◦ ސ٬σʔλΛڥʹอଘ͢Δඞཁ͕͋Δ ◦ ར༻ʹ͋ͨͬͯސ٬͔Βߴ͍ηΩϡϦςΟཁ݅Λ ٻΊΒΕΔ͜ͱ͕ଟ͔ͬͨ
◦ άϩʔόϧల։Λߦ͍ͬͯΔ ◦ 40$͕άϩʔόϧελϯμʔυʹͳΓͭͭ͋Δ ◦ ٯʹ40$Λऔಘ͍ͯ͠ͳ͍ͱஊʹࢸΒͳ͔ͬ ͨέʔε͕ෳଘࡏͨ͠ ◦ ඞཁͳπʔϧͱࠪ๏ਓΛ୳͢ͱ͜Ζ͔Β࢝Ίͯ %SBUB4IJTIP$MPVEΛ࠾༻
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
40$ͱ 24 ๏ 4ZTUFN0SHBOJ[BUJPO$POUSPM ◦ ถࠃެೝձܭ࢜ڠձ "*$1" ͕ఆΊͨ෦౷੍ʹؔ͢Δใࠂج४ ◦ ֎෦ͷୈࡾऀࠪਓ͕ධՁɾใࠂॻΛൃߦ
๏ 40$Ϩϙʔτͷछྨ ◦ 40$ • ࡒใࠂʹؔ࿈͢Δ෦౷੍ͷධՁ͠ɺใࠂ͢Δͷ ◦ 40$ 5ZQF ࣮ධՁ 5ZQF ධՁظؒ • اۀ͕ࠪͯ͠΄͍͠αʔϏεγεςϜΛରʹɺηΩϡϦςΟՄ༻ ੑͳͲͷ౷੍Λ֎෦ࠪਓ͕ୈࡾऀͷཱͱͯ͠ධՁͨ͠ͷ ◦ 40$ • ͭͷτϥεταʔϏεج४ʹ͍ͭͯධՁ͠ใࠂ͢Δͷ
40$ͰͷτϥεταʔϏεج४ͷରൣғ 25 ๏ τϥεταʔϏε ✓ ηΩϡϦςΟɿෆਖ਼ΞΫηεڴҖͷରࡦ ▪ *".ɺ.'"ɺύεϫʔυϙϦγʔ ✓ ػີੑɿސ٬σʔλ͕దʹอޢ͞Ε͍ͯΔ͔
▪ ϩʔϧϕʔεͷΞΫηε੍ޚ ✓ Մ༻ੑɿγεςϜ͕҆ఆͯ͠Քಇ͢ΔΈ ▪ ԽɺϑΣΠϧΦʔόʔઃܭ ▪ োରԠɺ%3 ࡂ෮چ ܭը ✓ શੑɿσʔλτϥϯβΫγϣϯ͕ਖ਼͘͠ॲཧ͞ΕΔ͔ ▪ ෆਖ਼ͳมߋޡॲཧΛݕͰ͖ΔΈ ✓ ϓϥΠόγʔɿݸਓใͷऔѻ͍͕ద͔ ▪ Ϣʔβʔͷಉҙɾ։ࣔɾగਖ਼ɾআϦΫΤετͷରԠ
ಘΒΕͨޮՌ 26 • ݄ • 40$5ZQFΛऔಘ • ݄ • 40$5ZQFΛऔಘ
• ֎෦ޮՌ • ӦۀɾΧελϚʔαΫηε͕҆৺ͯ͠η ΩϡϦςΟΛઆ໌Ͱ͖ɺஊͰͷࠩผԽʹ ͭͳ͕ͬͨ • ւ֎ΤϯλʔϓϥΠζ͚ސ٬ͷཁ݅ʹ Ԡ͑͘͢ͳͬͨ
(.0'MBUU4FDVSJUZͰ׆༻ࣄྫΠϯλϏϡʔΛʂ 27
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
4"45ͱ%"45 29 SAST (੩తղੳ) DAST (ಈతղੳ) ιʔείʔυΛղੳͯ͠੬ऑੑΛൃݟɻ ՔಇதͷΞϓϦʹٖࣅ߈ܸΛߦ͏ɻ ◦: ։ൃૣظʹݕՄೳͰमਖ਼ίετ͕͍
×: ޡݕ͕ଟ͍͕͋Δ ◦: ࣮ࡍͷ߈ܸʹ͍ۙࢹͰݕ ×: ࣮ߦڥ͕ඞཁɺεΩϟϯʹ͕͔͔࣌ؒΔ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
43&ͷෛՙͱ։ൃͷѹഭ 31 SREͷෛՙ૿େ ࠪରԠ/੬ऑੑτϦΞʔδ͕SREͷΛѹഭ ࠷৽ͷใΩϟονΞοϓɺπʔϧͷ͝ݕɺ։ൃνʔϜͷઆ໌ɺࠪূͷ४උͳͲɺӡ༻ෛՙ্͕͕Δɻ ։ൃͷѹഭ அͪʹΑΔσϓϩΠͷϘτϧωοΫԽ ٸͳஅʹ࣌ؒΛཁ͠ɺτϦΞʔδʹ͕͔͔࣌ؒΔͨΊɺσϓϩΠ·ͰͷϦʔυλΠϜ͕৳ͼͯ͠·͏ɻ
5BLVNJͱ 32 ܧଓతͳηΩϡϦςΟϨϏϡʔ ࢀߟ: https:// fl att.tech/takumi GitHub͔ΒPR/ࠩΛѲ͠ ηΩϡϦςΟϨϏϡʔΛࣗಈԽ ηΩϡϦςΟରԠͷޮԽ
τϦΞʔδ͔Βमਖ਼Ҋ·Ͱ ։ൃதͷηΩϡϦςΟରԠΛαϙʔτ ߴ͍ݕͱ͍ޡݕΛཱ྆ Claude Codeͱൺֱ͢Δͱ ѹతͳޡݕ
43&ɾ։ൃऀʹͱͬͯͷϝϦοτ 33 ✓ τϦΞʔδͷݮ5BLVNJ͕ߴਫ਼ͳͨΊɺޡݕʹ͔͔Δ࣌ؒΛݮɻ ✓ ܧଓతͳϞχλϦϯάఆظ࣮ߦͷࣗಈԽʹΑΓɺ40$ͷʮܧଓతͳ౷੍ʯͷཁ݅Λຬͨ͢ɻ 43&ͷӡ༻ෛՙΛେ෯ܰݮ ։ൃऀͷमਖ਼εϐʔυ্ ✓ मਖ਼ίʔυͷఏҊ੬ऑੑ͚ͩͰͳ͘ɺमਖ਼ޙͷίʔυαϯϓϧ·Ͱఏࣔɻ
✓ ϑΟʔυόοΫͷૣظԽεΩϟϯ࣌ؒΛॖ͠ɺਝʹϑΟʔυόοΫɻ ηΩϡϦςΟڧԽ͕ɺ։ൃऀʹͱͬͯʮෛ୲ʯͰͳ͘ʮࢧԉʯʹͳΔ
5BLVNJͷܾΊख 34 Խ/ࣗಈԽͷݶք શϓϩμΫτͷΞϓϦέʔγϣϯஅ ΛSREνʔϜ͚ͩͰճ͢ͷඇݱ࣮ తɻઐతͳSAST/DASTͷݟΛAI ͰͤΒΕΔମ੍ΛߏஙͰ͖Δɻ ࠪཁ݅ͷୡ SOC2 Type2͕ٻΊΔʮఆظஅͱ
ରԠͷূʯΛखಈ࡞ۀͳ͠Ͱγε ςϜతʹ୲อͰ͖ɺશαʔϏεʹల ։Ͱ͖Δɻ ϕϯμʔͱͷڠۀମ੍ ݩʑShisho CloudΛར༻͍ͯͨͨ͠ ΊɺGMO Flatt Securityͱͷ࿈ܞʹ ΑΓɺπʔϧ͚ͩͰͳ͘ɺڞʹΠϕ ϯτΛΓ্͍͛ͯ͘ύʔτφʔͱ ͯؔ͠Λங͚Δɻ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
'JOEZʹ͓͚ΔηΩϡϦςΟج൫ 36 ๏ "84 ◦ $41. • 4IJTIP$MPVE
๏ 4FDVSJUZ-PH ◦ ηΩϡϦςΟϩάج൫ • "NB[PO4FDVSJUZ-BLF • 8"'ɺ$MPVE5SBJMɺFUD ๏ ΞϓϦέʔγϣϯϑϩϯτΤϯυ੬ऑੑ ◦ όʔδϣϯΞοϓ ◦ Ұ෦ɺఆظతʹखಈ੬ऑੑґཔ ◦ 5BLVNJʹΑΔ੬ऑੑஅ 4"45%"45
%FWJOʹΑΔ׆༻ࣄྫ 37 • ৽αʔϏε͕૿͑Δʹ͋ͨΓɺ4IJTIP $MPVE"NB[PO4FDVSJUZ-BLFΛ࿈ܞ ͢Δඞཁ͕͋Δɻ • ͜ΕΒͷ5FSSBGPSNͷՃ࡞ۀΛ%FWJO Λ༻͍ͯࣗಈԽ
4IJTIP$MPVEͷࣄྫͱͯ͠43&,BJHJͰ 38
"844VNNJU+BQBOͰηΩϡϦςΟϩάج൫ʹ͍ͭͯొஃ 39
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
5BLVNJ4"45Ͱͷஅํ๏ 41 ։ൃΛѹഭ͠ͳ͍ʮஈ֊తͳಋೖʯઓུ Takumi ࢼݧಋೖ ෳͷ৽αʔϏε͔Β TakumiΛ։࢝ɻSREνʔϜ ͕֤ϦϙδτϦͱؔऀʹ ࿈ܞΛऔΔɻ ϚʔΫμϯ͔ΒεϓγԽ
ϚʔΫμϯͷ݁ՌΛεϓ γԽΛ͠ɺ։ൃϝϯόʔʹ ڞ༗ɻमਖ਼ఏҊͷ੍ͳͲ Λݕূɻ takumi-tasksͰ ఆظόονΛ࣮ߦ ຖ݄1ʹఆظஅΛߦ͏͜ ͱͰɺSASTͰͷରԠ͕ͨ ΓલʹͳΔΑ͏ʹจԽৢ Λ͍ͯ͘͠ɻ طଘαʔϏεʹԣల։͠ɺ ఆྫͰڞ༗ձΛઃ͚Δ
5BLVNJ4"45Ͱͷ 42 • 4"45Ͱͷϓϩϯϓτɺ͋Δఔͷ ใΛΠϯϓοτͤ͞ͳ͍ͱमਖ਼ํ๏ͳͲࢦࣔͯ͘͠ Εͳ͍ͨΊɺը૾ͷΑ͏ʹӡ༻ɻ • ݁ՌϚʔΫμϯͰݟ͑ʹ͍ͨ͘Ίɺ(FNJOJͰ εϓγԽΛߦͬͯཧɻ ◦
ྫ ◦ ରԠঢ়گɺίϝϯτɺ$BUFHPSZɺ4VC DBUFHPSZɺ4FWFSJUZɺ$7444DPSFɺ 7VMOFSBCJMJUZɺ08"41$BUFHPSZɺ %FTDSJQUJPOɺ"GGFDUFE'JMFTɺ'JYɺ "EEJUJPOBM
5BLVNJ%"45Ͱͷஅํ๏ 43 ։ൃΛѹഭ͠ͳ͍ʮஈ֊తͳಋೖʯઓུ ϒϥοΫϘοΫεࢼݧಋೖ ෳͷ৽αʔϏε͔Βϒ ϥοΫϘοΫεஅΛStg ڥͰ࣮ࢪɻSREνʔϜ͕ؔ ऀʹ࿈ܞΛऔΔɻ ݁ՌΛμϯϩʔυ ؒҧ͑ͯஅ݁ՌΛআ͠
ͯ͠·͏ͨΊɺϚʔΫμ ϯΛGoogleυϥΠϒͰ ཧɻ ࢛ظʹҰஅ ࢛ظʹҰஅΛߦ͏͜ ͱͰɺ֎෦Ͱͷखಈ੬ऑੑ அ͔ΒɺͳΔ͘গͳ͍ ରԠͰࡁΉΑ͏ʹɻ طଘαʔϏεʹԣల։͠ɺ ఆྫͰڞ༗ձΛઃ͚Δ
5BLVNJͰͷ՝ 44 • 4"45 ◦ ݁Ռ༰͕ϚʔΫμϯͳͨΊɺ$47Խͯ͠΄͍͠ ◦ (JU)VCͰࣗಈ*TTVFԽͰ͖ͨΒͳ͓ྑ͍ • %"45
◦ 4"45ͱ্هಉ༷ ◦ શମΛஅΛຖճ࣮ߦ͢ΔͱΫϨδοτ͕͔ͳΓফඅ͞Εͯ͠·͏ ▪ Ұ෦͚ͩஅΛ࣮ߦ͠ɺ৽ػೳͳͲͪ͜Βʹد͍ͤͯ͘ ◦ 4UHڥͰஅ݁Ռ͕ਅͬനͳঢ়ଶʹͳΔ ͔ͭͯ ▪ 8"'ͷϧʔϧͰશͯϒϩοΫ͞Ε͍ͯͨͨΊɺ Ұ࣌తʹແޮʹ͢Δ ▪ ΞΧϯτछผՃࢦࣔʹΑΔݴޠԽͰஅՄೳ ▪ ৄࡉͳϩάΛ͞ΒʹՄࢹԽͰ͖Δͱظ
͋͐͡Μͩ • ࣗݾհ • '*OEZ1MBUGPSN43&νʔϜͱ • ੬ऑੑ • "*࣌ͷηΩϡϦςΟઓུͱ •
40$5ZQFΛࢦͨ͠എܠ • 40$ͱʁʢ40$40$ͷ֓ཁʣ • 4"45ͱ%"45 • 5BLVNJಋೖͷܾΊख • 'JOEZʹ͓͚ΔηΩϡϦςΟج൫ • 5BLVNJͷಋೖͱ՝ • ·ͱΊ
·ͱΊ 46 ✓ 40$औಘΰʔϧͰͳ͘ʮ৴པͷج൫ʯ ◦ ୈࡾऀೝূΛ௨ͯ͡ɺࣗࣾͷ౷੍ϓϩηεΛʮࢿ࢈Խʯ͢Δɻ ✓ "*࣌ͷ࠷దղʮ"*ʹΑΔࣗಈஅʯ ◦ 5BLVNJͷ׆༻ʹΑΓɺஅͷʮਫ਼ʯͱʮසʯͷཱ྆Λ࣮ݱɻ
✓ 43&ͷਅՁʮෛՙͷӅṭʯʹ͋Δ ◦ ࠪηΩϡϦςΟΛɺ։ൃऀ͕ҙࣝ͠ͳ͍ʮΈʯʹམͱ͠ࠐΈɺج൫Λ࡞Γ্͛Δ͜ͱɻ ✓ ࠓޙ ✴ 5BLVNJ͕੬ऑੑΛमਖ਼͢ΔػೳΛϦϦʔε͢Δͱͷ͜ͱͰɺτϥΠ͍ͯ͘͠
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ
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