#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag
The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5].
https://github.com/humanlayer/12-factor-agents
The Kingfisher $BTC GEX+ is showing some heat!
🟣🔴 Market makers are likely to amplify price swings in the near term.
Watch out for big moves around IV 55, where they're less exposed.
Current bracket [54k, 67k]
#BTC#Options#GEX#Volatility (Not financial advice, DYOR!)
Did you know that BIT exchange has launched the world’s first #TON#options? 👀
BIT’s hosting an #AMA to discuss “How & Why You Need to Trade #TONOptions”
📅Feb 8 2023
⏰19:00PM(SGT)
❓ RT with your UID & comment Qs
🎁 Selected Qs will be rewarded 10USDT each
📍Set your reminder 👉🏼http://bit.ly/3DGN3oz
We'll see you at this 🔥 AMA.
Nasdaq Proposes Huge Options Limit Increase
Nasdaq seeks to raise position and exercise limits for iShares Bitcoin Trust ETF (IBIT) options from 25,000 to 250,000 contracts. Awaiting SEC's approval or denial.
#Nasdaq#Bitcoin#ETF#IBIT#Options#SEC#Crypto#VC
🚀 Bitcoin and Ethereum Options Set to Expire Today
Bitcoin options valued at $1.9 billion are scheduled to expire today at 8:00 a.m. UTC. According to NS3.AI, Ethereum options worth $330 million will also reach expiration at the same time.
#Bitcoin#Ethereum#Options#Expiration#Cryptocurrency#Trading#BTC#ETH
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145