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@m_schouten @perptools Facts. People obsess over alpha but ignore execution, when in reality execution is part of the alpha.
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@Skyclear22 @perptools Exactly right. And the gap between backtest and live often lives entirely in execution quality. Two identical strategies can have wildly different P&L just from infrastructure differences. It deserves as much attention as the alpha itself.
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The hardest part of systematic trading isn’t building strategies.
It’s executing them consistently.
Latency, slippage, liquidity conditions all matter.
Execution infrastructure often determines whether a strategy works or fails.
Watching how @perptools approaches this layer.
English

Got my @dac_chain Q-Chip
while everyone's arguing about which L1 survives the next cycle
Marking my spot before the mainnet.
Join the waitlist with me: waitlist.dachain.io/ref/DAC10446
English

Perp markets don’t just reward prediction.
They reward positioning awareness.
Knowing where people are trapped
often matters more than knowing direction.
Platforms like @perptools are interesting
because they surface positioning, not just price.
#Perps #DeFi
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My @perptools journey is just getting started 📈 I just unlocked a new badge!
Join early and start trading to build up points for your airdrop.
The earlier you start, the more you can earn.
Click the image to get started with my referral 👇
app.perptools.ai/api/v2/achieve…
English

One signal I watch with new trading platforms:
How quickly users move from exploration → dependency.
If traders start relying on @perptools for daily workflows, that’s stronger validation than any marketing metric.
Usage depth matters more than follower counts.
#Crypto
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Every market cycle creates new trading primitives.
2017 → spot exchanges
2021 → perpetual futures
The next phase might be autonomous trading systems built on top of derivatives.
Interesting to see projects like @perptools experimenting in that direction.
#CryptoResearch
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In traditional finance, algorithmic trading dominates volume.
Crypto is slowly moving in the same direction.
Manual trading will always exist, but systematic strategies tend to scale better.
Projects like @perptools hint at where the next evolution of DeFi trading might go.
English

dapet duit puluhan sampe ratusan juta cuma modal :
- nyawa
- hp & laptop
- internet
- yapping
- kreatif & niat
kok bisa?
yah join Web3 laaa 😭
buat yang mau belajar Web3 dari basic, aku buka kelas GRATIS ya
kelasnya bakal mulai setelah Ramadhan ❤️
pengecualian untuk :
trading + screening bakal ada versi berbayar
cara ikut gampang :
like + RT + comment

Indonesia

Most people think of trading platforms as interfaces.
But the real value often sits behind the interface:
The data pipelines and execution engines.
If @perptools is building both layers together, the long-term moat could be deeper than it appears.
#Crypto
English

just joined @fere_ai x @neftitxyz🔥
>100 discord OG roles
> earn Fere AI credits
> share $50 pool
fere is an autonomous AI agent for cross-chain trading!
secure your spot: neftit.xyz/discover/fere-…
x.com/neftitxyz/stat…
Neftit 🖇️@neftitxyz
The @fere_ai x @neftitxyz Campaign is LIVE Fere is an autonomous AI agent you can talk to, it researches markets, analyzes sentiment and executes trades across chains for you! >Earn Fere AI credits >100 Discord OG roles >Share USDT reward pool Join: neftit.xyz/discover/fere-…
English

One overlooked advantage of on-chain trading tools:
Transparency.
When strategy performance is verifiable on-chain, the market can separate signal from marketing.
If @perptools leans into this model, it could change how traders evaluate strategies.
English
sendal retweetledi

The idea of “AI trading” gets thrown around a lot.
But real utility appears when AI is paired with specific datasets:
• funding rates
• open interest shifts
• liquidation clusters
• liquidity depth
Curious how deeply @perptools integrates these signals.
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