Risk to reward of this strategy is around 1:10 with winrate of 45%.
Rules-
1] Apply 21-day Exponential Moving Average (EMA) on price chart.
2] Apply RSI (10 period) on the 21-EMA, not directly on price.
3] Mark Oversold level = 10 and Overbought level = 90 on RSI.
4] Buy Condition: RSI below 10 and next day stock opens with GAP UP.
5] Sell/Put Condition: RSI above 90 and next day stock opens with GAP DOWN.
6] Enter trade only if gap does not fill immediately after market opens.
7] Stop Loss = Gap Fill (exit if price comes back and fills the gap).
8] Hold trade while price stays above EMA (for buy) or below EMA (for sell).
9] Expect only 45–50% accuracy, but winning trades give big moves (1:10 to 1:50 RR).
10] Best results when weekly/monthly trend also supports the same direction.
https://t.co/9BOfAGKYuc…
the four types of agent loops.
loop engineering keeps getting talked about as one thing. it's actually a choice between four structures, and each one fits a different kind of task.
it means designing the system that steers the agent, instead of steering it yourself move by move.
that system always answers two questions. what starts a run, and what decides the work is done.
in a hand-run session you answer both yourself, every single time. each loop type moves more of that into the system.
here's each type, what triggers it, and when to reach for it.
1) turn-based.
triggered by a user prompt. the agent gathers context, acts, and checks its work inside a single turn, then a human reviews the output and writes the next prompt.
use this when requirements are still forming and every output changes what you'd ask for next.
2) goal-based.
triggered by a /goal command carrying success criteria and a budget, like "get the homepage Lighthouse score to 90, stop after 5 tries." when the agent tries to stop, an evaluator model checks whether the goal is met, and a no sends it back to work.
use this when the outcome is measurable but the path there isn't worth your attention.
3) time-based.
triggered by a clock. an interval fires, the agent runs a fixed prompt like "check the PR, fix CI," then waits for the next tick. /loop runs on your machine, /schedule moves it to the cloud so it survives a closed laptop.
use this for recurring work where the task is known in advance and only the timing repeats.
4) proactive.
triggered by an event or schedule with no human present. a routine watches a channel, and when something needs handling it spawns a workflow with a triage agent, a fix agent, and a reviewer that adversarially judges the work before the task closes.
use this for standing responsibilities where you can't predict what will come in, only that something will.
each type hands off one more job than the last. turn-based keeps both with the human, goal-based automates the checking, time-based automates the trigger, and proactive automates both while deciding the workflow shape at runtime.
so the mapping question isn't which loop is most advanced. it's whether your task is exploratory, measurable, recurring, or standing.
the more you hand off, the less you babysit.
I wrote the full breakdown on loop engineering. the article is quoted below.
Dear Men,
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Sorry again..!!
Met a guy making $1.6 million a year.
Three days ago he was at a Meta conference. Told me he saw the best AI talk of his life.
Boris Cherny was on stage. Showed how the Anthropic team actually uses Claude day to day.
Boris deleted his IDE eight months ago. Now he codes from his phone.
I watched it last night. Had to pause it twice.
Not because it was hard. Because I realized I've been using Claude like a toy.
He sent me the recording. It was never published.
Posting it below.
TCS → Infosys → Wipro → Startup
Most IT professionals have 2–4 PF accounts
Completely forgotten
If you never transferred
→ Only your last employer's PF is accessible
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→ Tax hits if consolidated service reads under 5 years
Need help with your PF?
Two Anthropic engineers have just revealed in 24 minutes all the hidden Claude features that almost nobody knows about.
This video is going to completely change the way you use AI.
Watch it and save it.
The smartest quants at Jane Street aren't smarter than you.
They just know how to use the Bloomberg Terminal the way institutional desks use it to extract real signal, this 1 hour lecture teaches you exactly that from scratch. Bookmark now.
If I were in my 30s or 40s right now and wanted to leverage AI to retire within 10 years, here's what I'd do:
1. Immediately form an LLC company. Not next month. Not once you're 'ready.' This week.
🚨 You’re probably using Claude wrong.
Anthropic just released a 24-minute workshop showing how to prompt Claude properly.
Taught by the actual team behind Claude.
100% free. No registration.
Honestly better than a lot of paid AI courses.
The first 8 minutes alone are worth it.
Bookmark this.
🚨Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now!
I’m going to try and achieve immortality by 2039.
One year of time passes and I remain the same biological age.
I invite you to join me.
The search for the fountain of youth is the oldest story ever told. It’s been the dream of dreamers for millennia but always painfully out of reach.
For the first time in the history of life on earth, in just the past 24 months, the window has opened for a conscious being to realistically strive for this goal. It is an absolutely insane moment.
We currently do not know how 2039 immortality will be achieved. There are new, promising therapies that can turn back the clock decades, but they’re buggy. Sometimes they mistakenly cause cancer. We gotta fix that.
But we know immortality is possible because nature has already solved it. This isn’t a physics problem like trying to travel faster than the speed of light, it’s a biological engineering problem that evolution has cracked multiple times.
The freshwater hydra constantly regenerates its own cells and doesn’t succumb to senescence. It is effectively ageless. The "immortal jellyfish" (Turritopsis dohrnii) can revert its cells back to a youthful state and restart its life cycle indefinitely. Lobsters produce an especially active form of an enzyme called telomerase that preserves their telomeres and keeps their DNA from degrading as they age. We need to port the software to humans.
2039 is a reasonable target because of the accelerated, AI-driven rate of innovation. AI is morphing from assistant to scientist. It is powering current researchers with previously unimagined capabilities to enhance discovery and development.
That, coupled with enhanced biomarker measurement, creates a closed-loop system of improvement that will speed things up dramatically.
This is what I’ve been doing for six years. As crude as longevity technology is today, the improvements I’ve personally seen are stunning.
I started as a worn-down, inflamed, aged 42 year old who’d broken himself on the rocks of American food slop and entrepreneurship martyrdom. Six years later, my body largely operates at elite 18 year old levels. That includes my cardiovascular system, fertility, strength, and hormones.
Not all is well though. I have mild to moderate hearing loss in my left ear that we can’t fix and my brain is anatomically age 42 (I’m 48).
Still, unreal results.
My team and I did this by following the scientific method. We measured the biological age of every organ. We referenced the best scientific evidence on how to slow aging and rejuvenate. We methodically completed these protocols and measured again. Rinse and repeat.
We could do so much more and faster if we had better measurement and better therapies. Both of which are cooking all over the world right now.
To speed things up now, I’m currently having thousands of Bryan Johnson organ clones built in a dish. This will allow me to test drugs and other molecules against my biology to accelerate learning and save my body from potential mishaps.
Yes, we’ll make mistakes. Hopefully they won’t be fatal. And of course there’s always bad luck to contend with. But I trust in fate and I believe that destiny is going to grant the human race the pleasure of achieving the ultimate: immortality.
While immortality would certainly be cool, the real (secret) objective is to focus our collective attention on a positive goal. Something that helps us feel hope and excitement for the future. I personally love the idea of having a child-like mind, 18-year-old physical vibrancy, and a lifetime of wisdom.
This 2039 goal is as much about AI as it is about us humans. It’s about how we survive giving birth to superintelligence. It’s kind of a big deal. We haven’t done it before. A lot can go wrong.
I figure that one of the best ways to improve the probability that we build safe AI, and don’t kill each other in the meantime, is to transform our shared aspirations from yolo to don’t die.
Right now, we are a suicidal species. We do all kinds of really primitive shit. We unnecessarily kill ourselves with what we eat and how we live our lives. Companies make profits from killing other people with their products. We trash the only home we have. We celebrate these things as virtue. It’s really fucked up and backward. Soon enough we’ll realize just how infantile we are right now.
The 2039 goal points us in the right direction.
To say yes to life and no to death. Defiance even.
If you’re interested in doing this with me, I’ll continue to share everything I do for free. I’m also going to build this out in Blueprint. We’ll help you do exactly what I’m doing, at a fraction of the cost and effort, alongside an aligned and motivated community.
I think this is the coolest goal imaginable. I find it hard to believe that of all the people who’ve lived, it’s us who get the opportunity to have this moment.
I pray that we have the courage to appreciate the sacredness of our existence. I pray that we will be brave enough to defend her amidst the onslaught of all the forces that would try to end her.
We don’t know, but we may be the only intelligent life to exist in our corner of the galaxy. I pray we will be warriors, caretakers and stewards of existence and honor the gift that has been bestowed on us.
Most traders lose money because they break these 5 simple rules. Mark Minervini turned $250,000 into $2.7 million in 15 months by following them religiously.
This one-pager breaks down the exact framework that separates winning traders from everyone else - just the core principles that actually work.