Notes

A news scan found the following price levels: CELH last price was 30.62, previous close was 31.61. CMG last price was 36.95, previous close was 37.56. DUOL last price was 154.34, previous close was 158.82. ELF last price was 109.66, previous close was 107.4. WING last price was 109.24, previous close was 110.15. The ELF watch zone is between 90 and 95, which is a potential buy zone if the price pulls back. DUOL is being watched for momentum, and CMG, CELH, and WING are being considered in the same context.

A news scan found the following price levels: CELH last price was 30.62, previous close was 31.61. CMG last price was 36.95, previous close was 37.56. DUOL last price was 154.34, previous close was 158.82. ELF last price was 109.66, previous close was 107.4. WING last price was 109.24, previous close was 110.15. The ELF watch zone is between 90 and 95, which is a potential buy zone for a pullback. DUOL is being watched for momentum, and CMG, CELH, and WING are being considered in the same context.

A news scan found the following stock prices: WING last price was 109.24, previous close was 110.15. CELH last price was 30.62, previous close was 31.61. CMG last price was 36.95, previous close was 37.56. DUOL last price was 154.34, previous close was 158.82. ELF last price was 109.66, previous close was 107.4. The ELF watch zone is between 90 and 95, which is a potential buy zone if the stock pulls back. DUOL is being watched for momentum, and CMG, CELH, and WING are being considered in the same context.

A news scan found the following stock prices: ELF last price was 107.9, previous close was 107.4, WING last price was 110.275, previous close was 110.15, CELH last price was 31.02, previous close was 31.61, CMG last price was 37.205, previous close was 37.56, and DUOL last price was 155.32, previous close was 158.82. The ELF watch zone is between 90 and 95, which is a potential buy zone if the stock price pulls back. DUOL is being watched for momentum, and CMG, CELH, and WING are being considered for context.

A news scan found the following price levels: CMG last price is 37.56, previous close was 38.52, DUOL last price is 158.82, previous close was 157.915, ELF last price is 107.4, previous close was 107.38, and CELH last price is 31.61, previous close was 31.3. Additionally, WING last price is 110.15, previous close was 113.11. The ELF watch zone is between 90 and 95, which is a potential buy zone if the price pulls back. DUOL is being watched for its momentum, which refers to the rate of change in price. CMG, CELH, and WING are being considered in the context of this analysis.

A news scan found the following stock prices: CELH last price was 31.61, previous close was 31.3, CMG last price was 37.56, previous close was 38.52, DUOL last price was 158.82, previous close was 157.915, ELF last price was 107.4, previous close was 107.38, and WING last price was 110.15, previous close was 113.11. The ELF watch zone is between 90 and 95, which is a price range to consider buying if the stock price pulls back. DUOL is being watched for momentum, which refers to the speed of price changes. The context for CMG, CELH, and WING is also being considered.

A news scan found the following stock prices: ELF last price is 107.4, previous close was 107.38, WING last price is 110.15, previous close was 113.11, CELH last price is 31.61, previous close was 31.3, CMG last price is 37.56, previous close was 38.52, and DUOL last price is 158.82, previous close was 157.915. The ELF watch zone is between 90 and 95, which is a potential buy zone if the stock price pulls back. DUOL is being watched for momentum, and CMG, CELH, and WING are being considered for context.

We are watching the following stocks for potential pullback entries: CELH, which is currently at $31.205, down from its previous close of $31.3, CMG, which is currently at $37.785, down from its previous close of $38.52, DUOL, which is currently at $158.63, up from its previous close of $157.915, and ELF, which is currently at $105.99, down from its previous close of $107.38. We are also keeping an eye on WING, which is currently at $109.06, down from its previous close of $113.11. For ELF, we have identified a watch zone of $90-95, where we may consider buying if the stock pulls back. We are also monitoring DUOL's momentum, and considering the context of CMG, CELH, and WING.

We are watching the following stocks for potential buying opportunities when their prices pull back. The current price of CMG is 38.52, which is higher than its previous close of 37.5. The current price of DUOL is 157.915, which is lower than its previous close of 158.92. The current price of ELF is 107.38, which is higher than its previous close of 105.54. The current price of WING is 113.11, which is higher than its previous close of 109.63. The current price of CELH is 31.3, which is higher than its previous close of 30.705. We are watching ELF's price, looking for a potential buying opportunity if it falls back to between 90 and 95. We are also monitoring DUOL's momentum, which refers to the rate of change of its price, for potential buying opportunities. The context for these potential buys includes the performance of CMG, CELH, and WING.

We are watching the following stocks for potential pullback entries. The last price of CELH is 31.3, which is compared to its previous close of 30.705. The last price of CMG is 38.52, compared to its previous close of 37.5. The last price of DUOL is 157.915, compared to its previous close of 158.92. The last price of ELF is 107.38, compared to its previous close of 105.54. The last price of WING is 113.11, compared to its previous close of 109.63. We have identified a watch zone for ELF between 90 and 95, where we may consider buying if the stock pulls back. We are also monitoring DUOL's momentum, considering the context of CMG, CELH, and WING.

The automated trading fund manager tested the Apify reddit-scraper-lite tool. The test involved 9 items, including a post from user propjerry on the r/u_propjerry community. The post discussed the Bridge360 Metatheory Model, which is a framework for making predictions. The author of the model, who has 35 years of experience, explained that the model is not about making accurate predictions, but about having a robust framework. The author used the model to make forecasts, including a June 2025 forecast that scored 1 hit, 3 partial hits, and 3 misses. The author also used the model to identify structural reads, such as Japan's role in transmitting financial information and the impact of the Iran war on financial markets. The author worked with colleagues to develop the model and used tools like ChatGPT to access information. A prompt was issued to ChatGPT, which is a type of language model, to test its capabilities.

We are watching the prices of four stocks: DUOL, ELF, CMG, and CELH, for potential buying opportunities when their prices pull back. The current price of DUOL is 157.915, which is lower than its previous closing price of 158.92. The current price of ELF is 107.38, which is higher than its previous closing price of 105.54. We also looked at the prices of WING, CMG, and CELH, which are 113.11, 38.52, and 31.3, respectively, compared to their previous closing prices of 109.63, 37.5, and 30.705. We have identified a watch zone for ELF between 90 and 95, where we might consider buying if the price pulls back to that level. We are also monitoring the momentum of DUOL, considering the context of CMG, CELH, and WING.

The job to watch the price levels of ELF, DUOL, CMG, and CELH for potential buying opportunities when their prices pull back failed. The reason for the failure is that the maximum number of running instances, which is like a limit on how many tasks can be done at the same time, was exceeded, so the task could not start. The solution is to try again later or to increase the maximum number of allowed instances.

The Chief Investment Officer reviewed the situation on 2026-09-02. The social fund has kept 100% of its money in cash for 4 straight periods because two important codes, called REDDIT_CLIENT_ID and YOUTUBE_API_KEY, are not set, which is necessary for the core comment-velocity edge, a tool that helps us make decisions. The investment limit is still at 20% for now because other funds have just started investing and we do not have their results yet. If the tools remain broken and other funds show good results in the next period, we may move our investment away from social and towards supply, catalyst, and quant, which are other investment strategies. To fix this, we need to set the environment variables, which are like computer settings, or find another way to get important information from sources like G2, Trustpilot, or press releases that does not require these missing codes.

The automated trading fund manager ran on 2026-09-02. The tools from Reddit, YouTube, and Apify, which are used to gather information from the internet, were not working properly for the 4th time in a row. This is a problem because the fund relies on these tools to make informed decisions. The manager will notify the operator again. The market was open, but no new trades were made because the conditions were not right. The manager looked at several stocks, including ELF, which was still priced at 107.35 and had not dropped to the desired range of 90-95. The manager also looked at DUOL, but decided not to trade it because the recent increase in price, 38% since the Q2 report, already reflected the positive news. The stock SGLD had a big increase of 130%, but this was just because it was a new listing, not because people were excited about the product. The manager also looked at HOOD, WING, CMG, and CELH, but did not find any good trading opportunities. The next step is to run a scheduled job to check the prices of ELF, DUOL, CMG, CELH, and WING every 6 hours for the next 12 times to see if there are any changes. After that, the manager will try to fix the Reddit, YouTube, and Apify tools again and use more specific search queries to find useful information.

The automated trading fund manager's tools for Reddit and YouTube are still not working properly, which is the second run in a row. This is a problem because the fund relies on these tools to analyze comments and transcripts, which is called its core edge. The manager needs to fix this issue by setting the right environment variables. The manager checked the price of ELF and it is still between 105 and 109, which is not low enough to consider buying. The manager looked at new potential trades, including Chipotle, which had a big increase in social media mentions about its new Chili Lime Chips, but the stock price did not change much, so the manager decided not to trade it. The manager also considered Meta's smart glasses, but the news is old and already reflected in the stock price of EssilorLuxottica. The manager found some negative signals, such as a backlash against Duolingo and Target, but the fund can only buy stocks, not sell them, so these signals are not useful. The manager did not find any tradable opportunities in cryptocurrencies beyond what was already found. The plan for the next run is to first check if the Reddit and YouTube tools are working, then consider buying ELF if its price drops, and look for a new, positive signal in a stock that the market has not yet reacted to.

The automated trading fund manager did not make any trades on 2026-09-02 due to errors with the Reddit and YouTube source tools, which were missing necessary codes, called REDDIT_CLIENT_ID and YOUTUBE_API_KEY, to access comment velocity and transcript data. The manager relied on WebSearch, press releases, and Alpaca bars instead. The manager reviewed and passed on the following candidates: ELF, which had a viral product sellout and a new haircare launch on TikTok Shop, but its stock had already increased by 75% in 4 months and the next earnings report is not until November 11, so it is too late to invest, but the manager will watch for a pullback to $90-95; GPRO, which had a meme-driven price increase that has already faded, closing 25% off its intraday high on 500M volume, making it too volatile and late to invest; CAVA, which decreased in value going into September 1, but this decrease is not related to food safety issues, as the cyclosporiasis and lettuce outbreak was related to Taco Bell and Taylor Farms, not CAVA, so the manager will skip it; and ZEC, which had a social rally driven by Naval Ravikant, increasing 10 times in value year-to-date, but the manager cannot trade it because ZEC/USD is not a supported symbol on the venue's crypto data. For the next run, the manager will first try to fix the Reddit and YouTube tools, and if they are working, check for beauty and wallstreetbets discussions on Reddit, and TikTok-related searches for ELF pullback entries and fresh sellout or backlash stories on smaller-cap names, and also check G2 and Trustpilot for enterprise SaaS churn signals, which were not explored in this run.