TGINSIGHT SIMILAR POSTS
Source channel @githubtrending · Post #14925 · Jul 7
#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
Search: #gex
@thekingfisher_btc · Post #4409 · 04/21/2026, 04:32 PM
#GEX🐟 From: @thekingfisher_liqmap_bot $BTC GEX+ is currently slightly positive but watch out for any downside, it could get slippery and dip pretty deep if a down move getsnstarted...
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@thekingfisher_btc · Post #4408 · 04/18/2026, 05:44 PM
#GEX🐟 From: @thekingfisher_liqmap_bot $BTC options dealers are looking fairly well hedged eight now, but expect slippery upside/downside 🔥 Watch the GEX+ On thekingfisher only 🎣
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@thekingfisher_btc · Post #4405 · 04/14/2026, 10:15 AM
#GEX🐟 From: @thekingfisher_liqmap_bot Be ready for any downside on $BTC Not saying it WILL happen, but too likely to happen to have a 20x long liquidation price on the table 👀 If you want to long, there's better risk-reward in waiting for local pullbacks
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@thekingfisher_btc · Post #4388 · 04/07/2026, 11:30 AM
#GEX🐟 From: @thekingfisher_liqmap_bot $ETH options dealers are currently fairly hedged with a neutral market impact, for now Waiting for the gex+ to flip for further positioning 🎣
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@thekingfisher_btc · Post #4387 · 04/05/2026, 08:47 AM
#GEX🐟 From: @thekingfisher_liqmap_bot $ETH GEX shows negative gamma around 2227. Dealers short convexity here. Fuel for volatility if we push. Monitoring the situation… Explosive upside if we reach it 🔥️️️️️️
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@thekingfisher_btc · Post #4371 · 03/25/2026, 06:38 PM
#GEX🐟 From: @thekingfisher_liqmap_bot $BTC GEX neutral at 70.9k. Dealers not heavily skewed. Means less hedging pressure if we chop around here. Fuel for volatility if we break.
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@thekingfisher_btc · Post #4368 · 03/20/2026, 03:17 PM
#GEX🐟 From: @thekingfisher_liqmap_bot Options dealers are saying, we buy $BTC for every $ down We sell for every $ up Conclusion, they'll be a price stabilizing force that's fading liqs territory 🎣
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@thekingfisher_btc · Post #4363 · 03/14/2026, 01:56 AM
#GEX🐟 From: @thekingfisher_liqmap_bot $ETH dealer delta negative around 2091. Suggests dealers are short gamma there. Fuel for volatility if that level triggers. Could see a snap.
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@thekingfisher_btc · Post #4352 · 03/08/2026, 01:10 PM
#GEX🐟 From: @thekingfisher_liqmap_bot Be careful of potentially slippery downside on $BTC
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@thekingfisher_btc · Post #4346 · 03/04/2026, 09:32 AM
#GEX🐟 From: @thekingfisher_liqmap_bot $BTC Dealer short gamma exposure is notable. Any sustained move could get amplified quickly. Fuel for volatility.
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@thekingfisher_btc · Post #4344 · 03/03/2026, 10:27 AM
#GEX🐟 From: @thekingfisher_liqmap_bot $ETH GEX+ showing positive numbers right now Increased volatility would certainly lead to more negative numbers, leading to further volatility Hawkes process when you got us… For now, tempered volaility, keep an eye on the gex+ 🔥️️️️
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@thekingfisher_btc · Post #4335 · 02/20/2026, 10:08 AM
#GEX🐟 From: @thekingfisher_liqmap_bot $ETH option dealers fairly hedged and neutral right now, a first in a while We’re watching carefuly for their next move 👀️️️️️️
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