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Sou o Theo. Faço trading há anos, e para mim isso é mais do que um trabalho, é o meu foco diário. Passei esse tempo aprendendo como os mercados realmente se movem, refinando estratégias e tirando algo de cada operação, tanto das boas quanto das ruins.
A maior parte desse trabalho acontece em Python. Passei anos automatizando minha operação e trazendo aprendizado de máquina para ela, e com o tempo isso se tornou o projeto ao qual dedico a maior parte do meu tempo hoje: o Tefkir, um agente de trading orientado a eventos que desenvolvo dentro da Twin Peaks Algo. Em vez de ler gráficos, ele observa acontecimentos do mundo real, raciocina sobre quais instrumentos estão de fato expostos a eles, e abre e gerencia posições no MT5 por conta própria. Cada decisão que ele toma é rastreável, então você pode acompanhar o raciocínio por trás de uma operação, e não apenas o resultado. Ele está em teste aberto no momento, e é o trabalho com o qual mais me importo.
Continuo acreditando que os melhores sistemas são construídos passo a passo. Um bom EA não surge da noite para o dia, ele vem do cuidado, de muitos testes e de permanecer aberto ao feedback. Eu leio o que os usuários me dizem e gosto de ouvir novas ideias, então, se você tiver dúvidas sobre como o Tefkir raciocina, ou só quiser conversar sobre isso, entre em contato.
No fim das contas, sou um trader que gosta de construir coisas. É isso que me faz levantar de manhã, e estou sempre procurando maneiras de fazer melhor.
A maior parte desse trabalho acontece em Python. Passei anos automatizando minha operação e trazendo aprendizado de máquina para ela, e com o tempo isso se tornou o projeto ao qual dedico a maior parte do meu tempo hoje: o Tefkir, um agente de trading orientado a eventos que desenvolvo dentro da Twin Peaks Algo. Em vez de ler gráficos, ele observa acontecimentos do mundo real, raciocina sobre quais instrumentos estão de fato expostos a eles, e abre e gerencia posições no MT5 por conta própria. Cada decisão que ele toma é rastreável, então você pode acompanhar o raciocínio por trás de uma operação, e não apenas o resultado. Ele está em teste aberto no momento, e é o trabalho com o qual mais me importo.
Continuo acreditando que os melhores sistemas são construídos passo a passo. Um bom EA não surge da noite para o dia, ele vem do cuidado, de muitos testes e de permanecer aberto ao feedback. Eu leio o que os usuários me dizem e gosto de ouvir novas ideias, então, se você tiver dúvidas sobre como o Tefkir raciocina, ou só quiser conversar sobre isso, entre em contato.
No fim das contas, sou um trader que gosta de construir coisas. É isso que me faz levantar de manhã, e estou sempre procurando maneiras de fazer melhor.
Theo Karam
I've just published a live signal for the Tefkir EA. This is a milestone I've been working toward for a long time...
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Theo Karam
Publicado sinal MetaTrader 5
This signal tracks the live trading performance of the Tefkir EA. Tefkir is an MT5 expert advisor that trades from event-driven setups. Market catalysts mapped to instruments, with risk-controlled execution on your account. Learn more, and explore Tefkir’s agent reasoning trails, at: https://twinpeaksalgo.com/tefkir
Theo Karam
In an earlier post we called Tefkir a glassbox: every position it takes comes with the full reasoning behind it, visible to the person whose account it is. We also said that has to include the trades that don't work, because a glassbox that only opens on the winners isn't one...
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Theo Karam
Two schools, one target There are two classic schools of trading, and people love to argue about which one is right. Technical analysis reads the price itself, the patterns, the levels, the behavior of the chart...
105
Theo Karam
Glassbox, not blackbox: why every Tefkir trade shows its reasoning
26 julho 2026, 17:38
We built Tefkir to trade on its own, and we made an early decision about what that should feel like for the person whose account it is: if you want to know why it took a position, you should be able to see it...
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Theo Karam
Aletheia V4 is scheduled for release next week. The final adjustments are being made mainly around the web search component and the system is entering its last preparation phase before the next public testing cycle. This isn’t the full technical breakdown. That will come with the official release...
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Theo Karam
Aletheia is not “just another EA.” It’s an agent + MT5 EA that turns real-world events into evidence-backed, broker-agnostic trade setups with a transparent audit trail for every idea...
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Theo Karam
Aletheia isn’t just another EA, it’s an agent + MT5 EA working together to deliver evidence-backed setups with transparent audit trails. We’ve shipped trailing stop-loss, adaptive targets, and new partial rules.
Theo Karam
Aletheia isn’t “just another EA.” It’s a research-grade agent that turns real-world events into reasoned, broker-agnostic trade setups with transparent audit trails. In short: advanced market analysis, within anyone’s reach...
Theo Karam
Aletheia isn’t “just another EA.” It’s a research-grade agent that turns real-world events into reasoned, broker-agnostic trade setups with transparent audit trails. In short: advanced market analysis, within anyone’s reach...
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Theo Karam
Aletheia v2 case study: the ORSTED.DK short before the ~50% drop—chart, account report, and audit trail inside.
Read: https://www.mql5.com/en/blogs/post/764390
Read: https://www.mql5.com/en/blogs/post/764390
Theo Karam
Aletheia v2: How the Agent Caught the ORSTED.DK 50% After-Hours Collapse
17 setembro 2025, 14:50
Headlines matter when the execution is disciplined. Since launching v2 on Monday (≤3 days), the account moved from $500,000 → $527,000 ( +5.4% running equity ). The highlight: our agent shorted ORSTED.DK right before an ~ 50% after-hours drop...
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Theo Karam
Aletheia — Test Phase v1 Wrap-Up, Web App Preview, and v2 Kick-Off
16 setembro 2025, 22:12
Hi everyone, A quick update on Aletheia, my AI-driven research & trading project...
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2
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Theo Karam
Aletheia v1 is wrapped; v2 begins with tighter reasoning checks and improved execution.
See the data, trace the decisions, and help test v2.
App: https://aletheia.giize.com Discord: https://discord.gg/r5j7jNtfBF
See the data, trace the decisions, and help test v2.
App: https://aletheia.giize.com Discord: https://discord.gg/r5j7jNtfBF
Theo Karam
🚀 Aletheia is almost here – and it’s unlike anything you’ve seen before. Built from the ground up with an integrated custom AI agent, Aletheia is the first MT5 EA that doesn’t just follow the market — it understands it...
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Theo Karam
🌍 INTRODUCING ALETHEIA – A NEW ERA OF AI TRADING FOR MT5 🧠📈
Dear MQL5 Traders,
After months of dedicated engineering, testing, and iteration, I’m proud to introduce my most ambitious project yet:
🔥 Aletheia — the first AI-powered, news-driven expert advisor designed for MetaTrader 5. 🔥
Unlike traditional EAs, Aletheia is the front end of a custom-built financial reasoning agent. It continuously monitors global news, identifies impactful macro events, and delivers real-time, event-based trade setups directly into your terminal.
💡 What Makes Aletheia Different?
✅ Built on a proprietary AI market reasoning engine
✅ Interprets real-world events (not just candles or indicators)
✅ Fully autonomous — no manual input required
✅ Generates structured trade setups based on global catalysts
✅ Automatically maps tickers to your broker’s instruments
From rate hikes to supply chain shocks, Aletheia doesn’t just trade the charts — it trades what moves the charts.
👥 Who Is Aletheia For?
Traders who value context over indicators
Event-driven thinkers looking for automation
Professionals seeking a smarter, data-informed EA
📢 Aletheia will be available soon on the MQL5 Market.
This is just the beginning — and I couldn’t be more excited to share it with the community.
If you’d like to know more about how Aletheia reasons, trades, or evolves, feel free to reach out via MQL5 messages or drop a comment.
Let’s redefine what an EA can be.
Aletheia is coming. The future of trading just got smarter. 🧠✨
#AletheiaEA #AITradingRevolution #NewsDrivenEA #SmartAutomation #MT5
Dear MQL5 Traders,
After months of dedicated engineering, testing, and iteration, I’m proud to introduce my most ambitious project yet:
🔥 Aletheia — the first AI-powered, news-driven expert advisor designed for MetaTrader 5. 🔥
Unlike traditional EAs, Aletheia is the front end of a custom-built financial reasoning agent. It continuously monitors global news, identifies impactful macro events, and delivers real-time, event-based trade setups directly into your terminal.
💡 What Makes Aletheia Different?
✅ Built on a proprietary AI market reasoning engine
✅ Interprets real-world events (not just candles or indicators)
✅ Fully autonomous — no manual input required
✅ Generates structured trade setups based on global catalysts
✅ Automatically maps tickers to your broker’s instruments
From rate hikes to supply chain shocks, Aletheia doesn’t just trade the charts — it trades what moves the charts.
👥 Who Is Aletheia For?
Traders who value context over indicators
Event-driven thinkers looking for automation
Professionals seeking a smarter, data-informed EA
📢 Aletheia will be available soon on the MQL5 Market.
This is just the beginning — and I couldn’t be more excited to share it with the community.
If you’d like to know more about how Aletheia reasons, trades, or evolves, feel free to reach out via MQL5 messages or drop a comment.
Let’s redefine what an EA can be.
Aletheia is coming. The future of trading just got smarter. 🧠✨
#AletheiaEA #AITradingRevolution #NewsDrivenEA #SmartAutomation #MT5
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3
Theo Karam
It's been 2 weeks since launching the new version of OverSeer MT5 and running it live. We’ve been monitoring its performance closely, and we are happy to share the current stats: Instruments Traded: 14 Positions Open: 10 PNL Status: 15.04% Exposure: 10.3% Daily Performance: +13...
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Theo Karam
Day 3 Update: OverSeer Keeps Delivering! 🚀
Another day, another step forward! OverSeer has now completed 3 days of live trading, and its performance continues to impress.
Here’s a quick snapshot of today’s metrics:
Instruments Monitored: 14
PNL Status: +5.2%
Exposure: 48.16%
The Daily Performance stands at an impressive 5.0%, showcasing OverSeer’s ability to navigate market conditions and manage positions effectively. The consistent profitability highlights the power of its machine learning-driven trading logic.
📊 Screenshot of Day 3 Performance:
Another day, another step forward! OverSeer has now completed 3 days of live trading, and its performance continues to impress.
Here’s a quick snapshot of today’s metrics:
Instruments Monitored: 14
PNL Status: +5.2%
Exposure: 48.16%
The Daily Performance stands at an impressive 5.0%, showcasing OverSeer’s ability to navigate market conditions and manage positions effectively. The consistent profitability highlights the power of its machine learning-driven trading logic.
📊 Screenshot of Day 3 Performance:
Theo Karam
I’m excited to share the results of OverSeer running live for 2 days! These screenshots showcase the metrics displayed in the EA panel and highlight the consistency and adaptability of the Expert Advisor...
302
Theo Karam
OverSeer User Manual: Getting Started with Your Expert Advisor
20 novembro 2024, 15:15
Welcome to OverSeer, your trusted Expert Advisor designed to transform how you trade indices. To help you get started, here’s a detailed guide on setting up the EA and understanding its input parameters...
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