Thursday, November 12, 2026

QuantBuddyAI

What's Actually Killing Your P&L? Introducing QuantBuddyAI

I built QuantBuddyAI because a trade log can tell you the result, and still leave out the decision that produced it.

"I thought I had a market problem...Turns out, I had a Tuesday-and-tired problem."

A broker statement is useful. It shows what filled, at what price, and what you made or lost after the fact. It does not show whether you followed the plan, moved a stop, cut a winner early, or took a trade you had already decided to skip. Those details fade quickly. By Friday, it is easy to remember the outcome and forget the day behind it.

QuantBuddyAI is the trading journal I built to help you see what's actually killing your P&L. It starts with your trades, notes, and performance. Sleep, stress, and focus can sit beside that record if you want them there. They are part of the same journal, not a second product.

Start with a record you can review later

You do not need an app to begin. You can do this in a notebook today, on your next completed trade.

Before or at entry, write the plan in a form you can check later: the setup, the stop or invalidation, and the intended exit. After you close, log the actual exit and add one line for the reason. Keep the original plan as it was. If your thinking changed, add a new line instead of rewriting what you knew beforehand.

A note you can review sounds like this: "Entered before my planned confirmation. Moved the stop once. Net result after costs: +$40. Review the stop change separately from the profit."

A note that is hard to review sounds like this: "Bad trade. Need more discipline." Or: "Good trade. Made money."

A green trade can still contain a decision worth questioning. A red trade can still have followed the plan. Record process and outcome separately, then look at both.

Once a week, ask the same short list of questions so the weeks are comparable:

  1. What happened? Net P&L after costs, number of trades, and whether one trade did most of the work.
  2. What did I do? One decision that followed the plan, and one that needs a closer look.
  3. What will I watch next week? One specific question, not five new rules.

If you want context for the day, pick one definition and log it before the open, not after you have seen the day's P&L. For example: "Slept 7h+: yes / no / unknown." If you did not record it, leave it unknown. Do not fill the gap from memory on Friday. Missing data is information. Count the unknowns before you trust a pattern. A gap between two groups of days is a question, not proof.

What QuantBuddyAI keeps in one place

The same method is easier to keep when the trade, the note, and the week's results live together.

On the Free plan, you can start without a credit card. Free includes:

  • Unlimited manual trade logging, including notes and setup tags
  • A daily lifestyle journal for sleep, stress, focus, and other habits
  • A P&L calendar heatmap and equity curve
  • Core performance metrics: win rate, profit factor, max drawdown, and expectancy
  • Behavioral pattern stats, including best and worst days, sessions, and instruments
  • Playbooks, so you can save and track your named setups

That is enough to keep a journal and review performance by day, session, or instrument. You can use QuantBuddyAI for trading performance only. Daily check-ins are optional. You can skip them and still record trades, then review the calendar and core metrics.

If you later want less manual work or deeper review tools, Pro is $19 a month or $169 a year. The Pricing page has the info there if you need it. You can cancel anytime from Plans & Billing and keep access through the end of the current billing period. Your existing logs and journal entries stay in the account if you return to Free. Pro adds:

  • Live broker auto-sync for automatic closed-trade imports from Robinhood and 20+ supported brokers
  • Full GPT-5 performance reports that cite your actual numbers
  • Lifestyle correlation insights that compare recorded habits with trading results

Logging a habit is free. The paid part is the automated comparison, and even then it is a starting point for review, not a verdict on how you should live or trade.

Habits belong beside the journal, not above it

Sleep, stress, and focus are easy to leave out of a trade review. So are the reasons you entered and the rules you bent. QuantBuddyAI keeps those pieces in the same conversation so you can compare results across days and sessions, then explore habit patterns when you have enough overlapping records.

You do not have to log habits to get value from the journal. Performance-only use is a valid way to start. If you do log them, use simple, stable definitions, and review sample size, matching dates, and other factors such as setup, size, and market conditions before you treat a difference as meaningful.

QuantBuddyAI will not tell you what to trade. It is an educational review and self-assessment tool, not a signals service, broker, or investment adviser. Patterns and correlations do not establish cause and effect. Small or incomplete samples can mislead. Imported data and AI observations can be wrong, so check them against your own records. No better results are guaranteed. Trading involves risk of loss, and you remain responsible for your own decisions.

A clearer record, then better questions

If you only do one thing after reading this, do it on your next trade: write the plan, log the actual exit with a one-line reason, and keep both. That habit works in a notebook. If you want the calendar, metrics, and optional daily check-ins in one place, you can start on the Free plan at quantbuddyai.com.

Learn more @ How It Works as well.

Hope it helps,

Matt J


Tuesday, October 26, 2010

Ramping It Up

So I've been trying to ramp up my trading posts lately...And to help with that I finally caved and joined Twitter...It's a lot easier to 'tweet' than to blog when a trade happens (because they happen so quickly)...So, feel free to follow me on Twitter if you're interested in what I see with the markets.

Take note that what I am usually looking at and/or talking about is the e-mini S&P500 Futures contract. "$ES"

LATER!!

Twitter: GMattyJo
http://twitter.com/#!/GMattyJo

Friday, June 4, 2010

Hmmm

I haven't posted to this in forever...

My insight for the day: The markets are falling and Jesus rocks!!!

-Matt J

Wednesday, December 30, 2009

USD/CAD Currency Pair

Here's a recap of a trade I took last night. It worked in my favor and I thought I would share.

Friday, November 13, 2009

Which Chart To Go With?

Just a reminder to be careful with the charts you use....they can make SUCH a difference...

Monday, October 12, 2009

Who Really Knows, But...

Here's a picture of the SPY, broken down to show 2 different time frames. The top part or "timeframe", is a 20-year monthly chart...and the one on the bottom is a 5-year, daily chart. So looking back 20 years we can see the fat blue line I drew was acting as support until it broke down and through it in October of 2008. If the SPY starts to trade back up to the blue line (which it has), the fat blue line should act as resistance and make it difficult to trade up & over...

The skinnier yellow line that's drawn has been acting as resistance since October of 2007. So, every time the SPY starts to trade around the yellow line, again, one would expect it to be difficult for it to move & trade above it...

Well both lines are intersecting and it 'puts' (no pun intended) things in your favor to take a trade to the downside. Again, your risk to reward is in your favor by going "short" (or trading to the down side). The reason why your risk is reduced is because if you're wrong, and the SPY continues to trade higher from here, your 'stop loss' (or where you should exit the trade) should be right above the yellow and blue lines and that would minimize your loss from being wrong.

I believe we go lower from here...but that's just my opinion.

Happy Trading!!

-Matt J


BTW, the SPY is roughly 1/10th the size of the S&P500 index. And for those of you who don't already know, the S&P500 index is the bellwether for the American economy........and for those of you who don't know what a'bellwether' is, look it up; Wikipedia it or something.

Monday, July 6, 2009

Resistance Line Still Holding

If you look at my post below, back in the early part of June, I said that we were probably heading lower. There was a downtrend line that price action did not want to get above...Now that we've gotten a few weeks of trading under our belt since then, the price still does not want to break above resistance (the red-line). And it actually has tested that line twice, which makes it more significant.

Below is a DAILY chart of the same 'underlying' (ticker 'SPY' (which again, is basically 1/10 of the S&P 500 index)).


My target for the move lower is to the 80'ish level or 800'ish level on the S&P 500; give or take a few points. I base that move on the embedded head & shoulders pattern that started to form since the beginning of May.

Wednesday, June 3, 2009

We're headed lower

I'm gonna go out on another limb and say that we're probably heading lower in the market(s). It kind of all depends on where this week finishes up.

Below is why I think that. We're looking at a 3 year weekly chart. So each bar represents 1 week of price action (This is ticker SPY...Which is 1/10 of the S&P 500 Index). Where I placed the white circles (going from left to right) is where we previously had 2 instances of support...then it broke support...and now we're on the bottom side of the red-line so it SHOULD act as resistance, forcing price lower.

Just a thought......I could be wrong because I often am.

Thursday, May 21, 2009

Car Dealerships

Not my article but worth the read. And there's always 2 sides to every story. 

Future historians might well look back on events of the last week and see a milestone of decline in the waning saga of American freedom.

The bridge between the free market and a command economy was likely crossed when, at government demand, thousands of car dealerships all across the country were put out of business. They were profitable, they were legal, they were useful, and the White House ordered them closed. A presidential panel, comprised of everyone except car-industry experts, demanded that Chrysler and GM cut off a third of their dealers' heads.

Hundreds of thousands will lose their jobs. Thousands of businesses will close. Millions of consumers will be affected.

Because the government said so.

If Chrysler and GM want their mandatory bailout money, they must do what the White House says, and the White House says there are too many car dealers. And so, people's lives will be destroyed, massive investments will be lost, family businesses will be annihilated, the life's work of countless honest American business men and women will be flushed down the toilet.

And barely a whimper of protest is being heard. The crown has spoken and the subjects bow and scrape.

The argument is that, in the shadow of bankruptcy, GM and Chrysler need to shed the deadweight of underperforming dealerships. The problem with that is that dealerships are not a financial liability for carmakers and that many of the dealerships that have gotten the ax are among the nation's most profitable.

One Jeep dealer in upstate New York, for example, sells just over half of all the Jeeps in its region. It not only outsells all of the other Jeep dealerships, it outsells all of the other Jeep dealerships combined.

And it has lost its franchise.

Another false assumption is that dealerships cost carmakers money. They do not. They make carmakers money. Even small, low-volume dealerships are a net financial gain for manufacturers. Dealers not only make companies money by selling their automobiles, they have to pay for signs and pamphlets and displays, all of which can only be bought – at exorbitant prices – from the manufacturers.

Further, it is insane for any business to assume that it makes more money by reducing retail outlets for its products. What did Wal-Mart do to make more money? It built more stores. What did McDonald's do to make more money? It built more stores. What did Starbucks to do make more money? It built more stores. What are GM and Chrysler doing to make more money? The exact opposite.

That might make sense in the anti-car fantasies of the ruling regime in Washington, but it makes no sense whatsoever on the balance sheet. It is pure big-government-knows-everything lunacy.

It is also a disservice to consumers.

The Obama dealership closings gut many rural areas, taking away both sales and service. Buying a car, or getting your car fixed, will now require a trip to some far-off city.

Some argue that with declining sales at GM and Chrysler, it is only natural that there should be fewer dealerships. That is true. Of late, some 400 or 500 American dealerships have gone out of business each year. But that has been a function of the marketplace, not of government dictate. Those who can't keep their heads above water have sold out or shut down.

Those who've kept in the black, who have been able to remain profitable, have stayed in business – until now. But now, profitable businesses, which seemed poised to continue to employ people and stay in operation for years to come, are on the way out.

In addition to the impact on owners and employees, the communities they serve are also devastated. In many areas, in states where sales tax is a major part of a community's revenues, the car dealership was the largest single source of local taxes. That loss is huge for municipal budgets. The same is true for the various charities, United Ways, sports teams and school activities that have long relied on the generosity of car dealers.

In one fell swoop, because the White House said so, that is all gone.

Ironically, the government has decided to decimate the only profitable part of the car industry. Not only are the car dealers not operating at a loss, they are the only part of the car industry that isn't being bailed out. So the government is propping up the part of the car business that doesn't work, and attacking the part that does.

It is morally and legally wrong. This is not the way a free country operates. It is absolutely not the American way. This is the first taste of a command economy, of central-government planning of industry and commerce.

It didn't work in the Soviet Union, it didn't work in Cuba, it didn't work in North Korea, and it won't work in the United States. If their goal is to take private transportation away from Americans – and it might be – this is a good idea.

Otherwise it's a horrible idea.

It is an attack on the free market, on the value of investment, on the ownership of property. It is essentially an act of theft. 

This is change we can believe in, and will come to regret.