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
つくってわかるStratum protocol
Search
takuya kikuchi
February 26, 2019
120
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
つくってわかるStratum protocol
2019-02-26 ビットコインとか勉強会#27 LT資料です
takuya kikuchi
February 26, 2019
More Decks by takuya kikuchi
See All by takuya kikuchi
AIエージェントを支える設計
tkikuchi1002
13
5.1k
「現場で活躍するAIエージェント」を実現するチームと開発プロセス
tkikuchi1002
8
3.4k
20250708_engineering_bd
tkikuchi1002
0
220
Agentic Workflowという選択肢を考える
tkikuchi1002
1
2k
生成AI時代のソフトウェアエンジニアが持つべきケイパビリティを考える
tkikuchi1002
8
6.6k
RAGをテーマに考える、LLMの認知アーキテクチャとソフトウェア設計
tkikuchi1002
3
2k
生成AIの不確実性と向き合うためのオブジェクト指向設計
tkikuchi1002
3
7.9k
Azure AI SearchとPromptFlowではじめるRAG
tkikuchi1002
2
1.8k
法人向けChatGPTにおける Azure OpenAI Serviceの課題解決の過程と現在
tkikuchi1002
2
2.5k
Featured
See All Featured
What the history of the web can teach us about the future of AI
inesmontani
PRO
2
770
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
50
10k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
2
560
Documentation Writing (for coders)
carmenintech
77
5.6k
The Cost Of JavaScript in 2023
addyosmani
55
10k
Designing Powerful Visuals for Engaging Learning
tmiket
1
630
Music & Morning Musume
bryan
48
7.5k
From π to Pie charts
rasagy
1
430
How to Build an AI Search Optimization Roadmap - Criteria and Steps to Take #SEOIRL
aleyda
1
2.2k
The Curse of the Amulet
leimatthew05
3
16k
Large-scale JavaScript Application Architecture
addyosmani
516
110k
Lightning talk: Run Django tests with GitHub Actions
sabderemane
0
310
Transcript
ͭͬͯ͘Θ͔Δ 4USBUVN1SPUPDPM ϏοτίΠϯͱ͔ษڧձ -5 5BLVZB,JLVDIJ
ࣗݾհ w ٠ୖ w UXJUUFS!@QPDIJ w ΤϯδχΞ!גࣜձࣾ7"-6
ϚΠχϯάϓʔϧ ͝ଘͷํ!
ϓʔϧϚΠχϯάͷྲྀΕ ϚΠχϯά ϓʔϧ ϒϩοΫ νΣʔϯ
ϓʔϧϚΠχϯάͷྲྀΕ ϚΠχϯά ϓʔϧ ϒϩοΫ νΣʔϯ ະঝೝ5Y ࠷৽ϒϩοΫ FUDʜ #JUDPJO
$PSF
ϓʔϧϚΠχϯάͷྲྀΕ ϚΠχϯά ϓʔϧ ϒϩοΫ νΣʔϯ ϚΠχϯάδϣϒ #JUDPJO $PSF
ϓʔϧϚΠχϯάͷྲྀΕ ϚΠχϯά ϓʔϧ ϒϩοΫ νΣʔϯ ϚΠχϯάՌ ʢγΣΞʣ #JUDPJO $PSF
ϓʔϧϚΠχϯάͷྲྀΕ ϚΠχϯά ϓʔϧ ϒϩοΫ νΣʔϯ ࠾۷ͨ͠ϒϩοΫ #JUDPJO $PSF
ϓʔϧϚΠχϯάͷྲྀΕ ϚΠχϯά ϓʔϧ ϒϩοΫ νΣʔϯ ͜ͷ͋ͨΓͷϓϩτίϧ ͷͻͱͭ #JUDPJO $PSF
4USBUVN1SPUPDPM w ϓʔϧϚΠχϯάϓϩτίϧͷσϑΝΫτελϯμʔυ w IUUQTTMVTIQPPMDPNIFMQNBOVBMTUSBUVN QSPUPDPM w ࣮͕؆୯Ͱ͋Δ͜ͱΛେࣄʹ͍ͯ͠Δ w +40/31$ͰΓͱΓ͢Δ
w ؆୯ͦ͏ʂ࡞ͬͯΈͨΒཧղ͕ਂ·Γͦ͏ʂ
࣮ͯ͠Έͨ IUUQTHJUIVCDPNUBLVZBLJLVDIJTUSBUVNTFSWFSTIBSQ wҎԼͷػೳͷΈ࣮ w4VCTDSJCF w"VUIPSJ[F w/PUJGZ+PC w4FU%J⒏DVMUZ w4VCNJU4IBSFʢड͚औΔ͚ͩʣ ˞+PCʹؚΉσʔλͰͨΒΊͳԾσʔλ
w͍͞͝ʹσϞ͍ͨ͠
4USBUVN1SPUPDPMͷྲྀΕ 4VCTDSJCF "VUIPSJ[F /PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ
4VCNJU4IBSF w ͜Ε͚࣮ͩ͢ΕɺͱΓ͋͑ͣϚΠχϯάػث͔Β࠾۷ γΣΞΛड͚औΔ͜ͱ͕Ͱ͖Δ
ϚΠχϯά ϓʔϧ NJOJOHTVCTDSJCF w ͍ΘΏΔ௨৴ηογϣϯཱ֬ w ͓ΈͰػث໊Λఴ͑ͨΓ͢Δ 4VCTDSJCF
"VUIPSJ[F /PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ 4VCNJU4IBSF 4USBUVN1SPUPDPMͷྲྀΕ
ϚΠχϯά ϓʔϧ 4VCTDSJCF "VUIPSJ[F /PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ
4VCNJU4IBSF 4USBUVN1SPUPDPMͷྲྀΕ w&YUSB/PODF w&YUSB/PODF@TJ[F w ηογϣϯ͝ͱͷ&YUSB/PODFͱɺ &YUSB/PODFͷڐ༰αΠζΛఴ͑ͯฦࣄΛ͢Δ
ϚΠχϯά ϓʔϧ NJOJOHBVUIPSJ[F NJOFSUBSPV YYY 4VCTDSJCF "VUIPSJ[F
/PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ 4VCNJU4IBSF 4USBUVN1SPUPDPMͷྲྀΕ w ೝূɾೝՄॲཧɻϚΠφʔ໊ͱύεϫʔυΛϓʔϧʹૹ৴
ϚΠχϯά ϓʔϧ 4USBUVN1SPUPDPMͷྲྀΕ 5SVFGBMTF 4VCTDSJCF "VUIPSJ[F /PUJGZ.JOJOH+PC
4FU%J⒏DVMUZ 4VCNJU4IBSF w ύεϫʔυ΄ͱΜͲͷ࣮Ͱແࢹ͞ΕΔɻ w ϚΠφʔ໊ใुͷৼΓ͚ʹར༻͞ΕΔ
ϚΠχϯά ϓʔϧ 4VCTDSJCF "VUIPSJ[F /PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ
4VCNJU4IBSF 4USBUVN1SPUPDPMͷྲྀΕ NJOJOHOPUJGZ KPC*E QSFWIBTI DPJOCBTF1BSU DPJOCBTF1BSU ʜ w ࠾۷δϣϒͷใΛਵ࣌ϚΠφʔʹ௨͢Δ w ϚΠφʔ͜ͷใʹج͍ͮͯϚΠχϯάΛ։࢝͢Δ
ϚΠχϯά ϓʔϧ 4VCTDSJCF "VUIPSJ[F /PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ
4VCNJU4IBSF 4USBUVN1SPUPDPMͷྲྀΕ w ϚΠχϯάػثͷੑೳʑʹԠͯ͡%J⒏DVMUZΛௐͰ͖Δ w ͜͜ͷௐϓʔϧͷ͞͡Ճݮ࣍ୈ NJOJOHTFU@EJ⒏DVMUZ EJ⒎
ϚΠχϯά ϓʔϧ NJOJOHTVCNJU +PC*% &YUSB/PODF /UJNF ʜ 4VCTDSJCF
"VUIPSJ[F /PUJGZ.JOJOH+PC 4FU%J⒏DVMUZ 4VCNJU4IBSF 4USBUVN1SPUPDPMͷྲྀΕ w %J⒏DVMUZΛຬͨ͢&YUSBOPODF͕ݟ͔ͭͬͨΒɺͦͷใ ΛϚΠχϯάϓʔϧʹૹΔ
%&.0 w ΦϑΟεʹઃஔ͖ͯͨ͠ "OUNJOFS4 w ૽Ի͕ͻͲ͍ͷͰ όϧίχʔʹ͍ग़͞Εͨ w ແࣄͩΖ͏͔
·ͱΊ w 4USBUVNQSPUPDPM TFSWFS Λ࣮ͯ͠Έͨ w ຊʹγϯϓϧͳϓϩτίϧɻ+40/ϕʔεͷΓͱΓ ͳͷͰ։ൃ͍͢͠ w "OUNJOFSϓϩτίϧʹͳ͍ϝοηʔδΛૹ͖ͬͯͨ
Γ͢Δ w ใुϓϩτίϧͷఆٛ֎
ʜͱ͍͏͜ͱ͕ɺશ෦ެࣜυΩϡϝϯτʹॻ͍ͯ͋Δ😇 IUUQTTMVTIQPPMDPNIFMQNBOVBMTUSBUVN QSPUPDPM