Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
50歳目前開発者の AI との付き合い方
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Kazumune Katagiri
April 26, 2026
54
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
50歳目前開発者の AI との付き合い方
Nagaoka Tech Junction #1
2026.04.25
Kazumune Katagiri
April 26, 2026
More Decks by Kazumune Katagiri
See All by Kazumune Katagiri
AWS を使ったシステムのテスト方針 #jawsug #jawsug_niigataken #nds60
nemuzuka
2
3.1k
フリーランスで割と長くリモートでやってる僕が気をつけていること
nemuzuka
1
13k
Vue.jsから始めるDOMにデータを持たせないアプリケーション開発への第1歩
nemuzuka
1
4.7k
わたしがみんなにオススメするBetter JavaとしてのScala
nemuzuka
1
890
ScalaでもDBのテストをしよう
nemuzuka
0
390
Featured
See All Featured
Docker and Python
trallard
47
4.2k
Measuring & Analyzing Core Web Vitals
bluesmoon
9
990
<Decoding/> the Language of Devs - We Love SEO 2024
nikkihalliwell
1
320
Getting science done with accelerated Python computing platforms
jacobtomlinson
2
470
Agile that works and the tools we love
rasmusluckow
331
22k
Between Models and Reality
mayunak
4
450
KATA
mclloyd
PRO
35
15k
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
2
570
Raft: Consensus for Rubyists
vanstee
141
7.7k
Design of three-dimensional binary manipulators for pick-and-place task avoiding obstacles (IECON2024)
konakalab
0
590
Mozcon NYC 2025: Stop Losing SEO Traffic
samtorres
1
520
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
410
Transcript
OFNV[VLB ࡀલ։ൃऀͷ"*ͱͷ͖߹͍ํ /BHBPLB5FDI+VODUJPO ແཧ ͠ͳ͍
ࣗݾհ w ยۅҰफ ͔ͨ͗Γ͔ͣΉͶ w JEOFNV[VLB!OFNV[VLB w +BWBͷαʔόαΠυ։ൃ͕͍ w
ݸਓࣄۀओ
ࠓͷ͓ ࡀલͷ։ൃऀ͕"*ͱͲ͏͖߹ͬͯΔ͔
Έͳ͞ΜɺͲ͏"*ͱ͖߹ͬͯ·͔͢ʁ w ਓ͕ؒͬ͘͟Γࢦࣔग़͠ w "*͕͍͍ײ͡ʹίʔυग़ྗ w "*͕ϨϏϡʔ w ਓ͕ؒϊʔϧοΫͰNFSHFࢦࣔ ·ͩͦ͜·Ͱͱ͍͏ͷ͕࣮ࡍͷͱ͜Ζ͡Όͳ͍Ͱ͠ΐ͏͔ʁ
શ෦ͤΔͷ·ͩૣ͍ͱஅͨ͠ w ίʔυͷग़དྷ্͕Γૣ͍ w ϨϏϡʔࢦఠˠमਖ਼͞ΕͨͷΛ֬ೝˠ͞Βʹࢦఠˠ࠶֬ೝˠʜ w ऴΘΒͳ͍ϥϦʔ w ͦͷ͏ͪίϯςΩετΟϯυͷ੍ݶͰલʹࢦࣔͨ͜͠ͱΛΕΔ
ରਓίϛϡχέʔγϣϯͰർฐ͍ͯ͠Δͷʹ "*ͱͷίϛϡχέʔγϣϯͰ ർฐͨ͘͠ͳ͍ͷͰ "*ؙ͖͛͋ΒΊ·ͨ͠
جຊελϯε w ։ൃϑϩʔࣗମม͑ͳ͍ w ։ൃऀ͕(JU)VCʹQVTIͯ͠ϝϯόʔ͕ϨϏϡʔ͠ɺBQQSPWFΒͬͯ NFSHF͢ΔελΠϧ w ࣮"* w ࢦࣔग़͠ͱಈ࡞֬ೝʹਓؒͷ࣌ؒΛ͏
w ࢲͷ߹$MBVEF$PEFͱ5TVNJLJͰׂ̓͘Β͍ͷίʔυॻ͍ͯΒ͏ ͜ͱ͕ଟ͍
5TVNJLJ w IUUQTHJUIVCDPNDMBTTNFUIPEUTVNJLJ w "*ۦಈ։ൃͷͨΊͷϑϨʔϜϫʔΫ w ͍͍ײ͡ʹ͑Δ4LJMM͕٧·ͬͯΔͷͱࢥͬͯΒ͍͍͑ͱࢥ͍·͢ w ʹͳͬͯτʔΫϯফඅ͕͑ΒΕΔΑ͏ʹͳͬͨͱ͔
5TVNJLJͷ͍ํ UTVNJLJEFWDPOUFYU w ϓϩδΣΫτͷϑΝΠϧΛಡΜͰߏͱ͔Λ·ͱΊͯ͘ΕΔ w ճ͚͓͚ͩͬͯྑ͍
5TVNJLJͷ͍ํ UTVNJLJEFWQMBO\ػೳ໊^\࡞͢Δػೳͷ֓ཁ^ w ࡞͢Δػೳͷ֓ཁΛಡΜͰɺ࣮ݱ͢ΔͨΊͷUBTLΛׂͯ͠NEϑΝΠϧ ʹอଘ͢Δ w ࡞͢Δػೳͷ֓ཁͷதͰ֬ೝ͕͋Εฉ͍ͯ͘Δ w ͦΕͧΕͷUBTLͰΖ͏ͱ͍ͯ͠Δ͜ͱͷ֬ೝ͕Ͱ͖Δ
w Δ͜ͱ͕ؒҧ͍ͬͯΕमਖ਼͢Δ
ิ ࡞͢Δػೳͷ֓ཁʹॻ͘͜ͱ w Γ͍ͨ͜ͱͷ֓ཁɺ"1*ͷ༷ɺ*'ఆٛɺςʔϒϧఆٛɺυϝΠϯఆٛ w υϝΠϯࣝͱίʔυͷ໊લΛ߹Θ͓ͤͯ͘ͱࣗવݴޠͰॻ͖͍͢ w େ͖͍ػೳΛ։ൃ͢Δ߹ɺͭͷϑΝΠϧʹ·ͱΊͯॻ͘ΑΓɺ͋Δఔ ͷ୯Ґʹ͚ͯॻ͘΄͏͕ࢥ͍௨ΓͷͷʹͳΓ͍͢͠ɺτʔΫϯফඅ ͑ΒΕΔؾ͕͢Δ
w ࣮ςετͷॻ͖ํͰطଘίʔυͷதͰਅࣅΒΕΔՕॴ͕͋ΕͦΕΛ໌ه w ͜Ε͕͋ΔͱࢥͬͨΑ͏ͳܗͰॻ͍ͯ͘ΕΔ͜ͱ͕ଟ͍ؾ͕͢Δ
5TVNJLJͷ͍ํ UTVNJLJEFWSVO\ػೳ໊^ w UBTLຖʹίʔυग़ྗ w ςετͪΌΜͱॻ͍ͯ͘ΕΔ w Ͱ͖ͨίʔυΛ֬ೝͯ͠0,ͳΒνʔϜͷ13ʹճ͢
ิ Ͱ͖ͨίʔυΛ֬ೝ w EJ fi U IUUQTHJUIVCDPNZPTIJLPQHEJ fi U Ͱࠩݟͳ͕ΒϨϏϡʔͯ͠ɺίϝ
ϯτͨ͠ͷ$MBVEF$PEFʹର͢Δࢦࣔͱ͍ͯ͠Δ w 13͕,͘Β͍ʹऩ·ΔΑ͏ʹػೳΛ͚͍ͨ w ʮMBZFSຖʹςετʹॻ͖͘༰ʯͷΑ͏ʹɺશମతʹ͜͏ͯ͠΄͍͠ɺΈ͍ͨ ͳͷ$-"6%&NEͱ͔ʹه͢ΔΑ͏ʹࢦࣔ͢Δ w ͋Μ·Γࡉ͔͍ॴʮ·͍͍͔͊ʯͷؾ࣋ͪͰεϧʔ͢ΔͱετϨε͕গͳ͘ͳΔ w ࠷ѱࣗͰॻ͖͢ w ૬ख͕"*͔ͩΒԕྀ͠ͳͯ͘ྑ͍
ਓ͕ؔ༩͢Δͷ w ࡞͢Δػೳͷ֓ཁΛNEϑΝΠϧʹ࡞͢Δ w ׂͨ͠UBTLͷNEϑΝΠϧΛ֬ೝ͢Δ w Ͱ͖ͨίʔυΛ֬ೝ͢Δ
Γ͍ͨ͜ͱNE <ΤϯδχΞ> <UTVNJLJ> UTVNJLJEFWQMBO UBTLNE UBTLNE ֬ೝ UTVNJLJEFWSVO ίʔυͷࠩ ֬ೝ
େࣄͳͷ γεςϜͷ࠷ऴతͳணΛݴޠԽ͢Δ͜ͱ
ίʔυʹର͢Δࣝେࣄ w طଘͷίʔυϕʔε͕ΠϚΠνͩͱɺਅࣅͯͰ͖ΔͷΠϚΠν w Ͱ͖Δ͚ͩҰ؏ੑΛ࣋ͬͨίʔυϕʔεΛҡ͓͖࣋ͯ͘͠ w ࠷ॳͷجૅ෦ਓ͕ؒͩ͜Θͬͯ࡞ͬͨ΄͏͕ྑ͍ͱࢥ͏ w ࣗಈςετ-JOUFSΛΈࠐΈΜͩ$*ͷΈ࠷ॳ͔Β࡞͓ͬͯ͘ w
σάϨʹؾ͖ͮ͘͢ͳΔ
·ͱΊ w "*ຐ๏Ͱͳ͘ʮ৽͍͠࡞ۀ୲ऀʯ w "*ΛऔΓࠐΜͰ։ൃͷຊ࣭มΘΒͳ͍ w ݴޠԽྗ͕࠷େͷੜଘઓུ w ਓͰ"*Ͱؒҧ͍ͳ͘ΘΔݴޠԽ͕Ͱ͖Δͱॏๅ͞Εͦ͏ w
ͷॴࡏৗʹਓؒ w ʮ"*͕ॻ͍ͨΜͰΘ͔Γ·ͤΜʯ௨͡ͳ͍ͷͰϨϏϡʔͪΌΜͱͬ ͨ΄͏͕ྑ͍