TradeCodeRun

JPMorgan's Python training. Published for business analysts and traders—by the best in the business. Get it all here (for free):

@SageCanaday @stevemagness @GDellaMattia Maybe do some homework next time before pointing fingers!!!

@stevemagness @GDellaMattia I don’t follow all your social accounts all the time. Just from what I’ve seen on here and on your IG threads you didn’t seem to address “the doping topic/question ” in the posts I saw. That’s all 🤷🏻‍♂️

When the mainstream reduces the sub-2 record to super shoes and high carbohydrate intake, it ignores that elite performance emerges from interacting variables, not isolated hacks.

I sent this to my 18-year old daughter this morning. Your words become your thoughts Your thoughts become your actions Your actions become your habits Your habits become your values Your values become your life and your destiny

New podcast on vibe coding - A Return to Code. A Return to Coding 00:20 The Personal App Store 03:17 Vibe Coding Is a Video Game with Real-World Rewards 06:22 Pure Software Is Uninvestable 10:33 A Place for Each Model 14:22 AI Is Eager to Please 17:57 Why Math and Coding? 22:10 The Beginning of the End of Apple’s Dominance 24:17 Coding Agents As Customer Service Reps 27:55

Google Drive link containing all the stock reports that I have generated using Claude. drive.google.com/drive/folders/…

Anthropic pays engineers $750,000+ a year to understand how LLMs work. Stanford just put a 2 hour lecture that covers 80% of it for FREE. Bookmark this. Give it 2 hours today.

The man who BUILT Claude Code just sat down and showed how he actually uses it. Not a tutorial creator. Not a vibe coder with 3 months of experience. The CREATOR. 30 minutes of watching him work will restructure how your brain thinks about building with AI. Most people are using Claude Code like a smarter autocomplete. He uses it like a second engineering team. The gap between those two mental models is the gap between shipping toys and shipping products people pay for. Bookmark this. Watch it twice. The second watch hits different once you understand what he is actually doing. Follow @cyrilXBT for more Claude Code breakdowns the moment they drop.

Every Trader needs to use Claude. In this guide you'll get: - The skill to build any trading indicator - My custom Breakout indicator - Real trade examples (not just theory) I've included a cheatsheet too Enjoy. x.com/KoroushAK/stat…

🚨 Anthropic's own team just showed how to actually use Claude Code properly. 30 minutes. free. the person who created Claude Code. watch the workshop. bookmark it. worth more than every $500 course you almost bought. you've been using Claude without knowing 40 of its commands. Then read the guide below.

Claude can now meal prep your entire week and hit your exact nutrition goals like a $200/hour registered dietitian from the Mayo Clinic. For free. Here are 12 prompts that plan meals, calculate macros, and save you $500/month on groceries: (Save this before it disappears)

19-year-old American student spent his entire scholarship $2,299 on an iPad and Mac Mini. His grandma thought he was trying to hack the Pentagon. He just dropped one file into Claude and went to sleep. CLAUDE.md processed four principles. Written after Karpathy - co-founder of OpenAI - publicly broke down how AI tools actually work. In the morning the system closed tasks a junior dev would take three days to finish. Claude did it in 3 hours. Didn't touch code nobody asked it to touch. Just did exactly what it was told. 45,000 developers installed this in a week. Most of them had never heard of the file before. The iPad became his office. The Mac Mini runs while he's in class. An agency does the same thing for $15,000 a month. He pays $20. Four lines of logic. And the question is no longer "can a student compete with an agency" - but whether an agency is needed at all.

@SamaHoole So you saying if government don’t provide it, Brits can’t afford it themselves for their own kids?

In 1946 the British government introduced free school milk for every child in the country. One third of a pint, every school day, from the age of five to the age of fifteen. The milk was whole. Full-fat. From British dairy herds. It was delivered to the school gate in small glass bottles with foil caps and left on the doorstep in metal crates, where it sat in the sun until morning break if the weather was warm and developed a slightly suspect taste that an entire generation of British adults can still describe with uncomfortable precision. The generation that grew up on school milk was, by every anthropometric measure, the healthiest generation of British children ever recorded. Average height increased. Bone density improved. Dental health, despite the sugar in everything else, improved. Iron deficiency rates among school-age children dropped. The growth charts that the Ministry of Health had been keeping since the war showed a consistent, measurable, year-on-year improvement that tracked precisely onto the introduction of the milk programme. In 1971 Margaret Thatcher, then Education Secretary, cut free school milk for children over seven. The tabloids called her Thatcher the Milk Snatcher. She was vilified. She kept the policy. The next generation of British children, the ones who grew up without the daily third of a pint, were measurably less healthy than the one before. The growth charts show it. The dental records show it. The conscription medicals, while they lasted, showed it. The thing the milk had been providing, the calcium, the vitamin D, the vitamin A, the complete amino acid profile, the conjugated linoleic acid, the fat-soluble nutrients that a growing skeleton requires in order to reach its genetic potential, was no longer arriving at morning break in a glass bottle with a foil cap. It was replaced, eventually, by nothing. Or by a carton of fruit juice. Or by a packet of crisps from the vending machine that appeared in the school corridor in the 1990s. The generation that drank the milk is now in its seventies and eighties. They are, on average, taller, stronger-boned, and longer-lived than the generation that came after them. The milk was not magic. The milk was milk. It was the thing the body needed, delivered at the time the body needed it, at a cost the government considered acceptable until it didn't. The cost of not providing it has been rather higher.

The best Polymarket quant bot for copy-trading with 99.3% win rate. backtested on 72M Polymarket trades, his strategy printed +$820K across 28,000 predictions bot doesn’t gamble. It uses math, statistics & strict sizing rules to target high-probability edge how the algo works: 1. Mispricing formula from 72M trades, one pattern stands out: traders overpay for cheap contracts in the (0.1¢-50¢) range. most of the real edge shows up in (80¢-99¢) contracts, which is where the bot does most of its trading. • formula: δ = actual win rate - implied probability bot applies this to every trade to find the edge. // 2. Expected value calculation EV tells you whether a trade is worth taking, independent of what happens on any single bet. • formula: EV = (P win × Payout) - (P lose × Cost) bot calculates it to understand if the trade is worth the risk. // 3. Kelly Criterion sizing most powerful position sizing formulas ever used in gambling, trading, and prediction markets. It tells the bot what percentage of the portfolio to allocate to each position for long-term growth. • formula: f* = (p * b - q) / b Mispricing found → EV calculated → Kelly sizing applied → enter trade. profile: polymarket.com/0x751a2b86cab5… start copy-trading the bot with as little as $10 using Ares: t.me/AresProTrading… other Quant formulas behind its algo revealed in the article below ↓

Absolute banging advice from Claude

We wanted Jackie Dada to promote our water purifier with a simple script of how you should measure the input TDS of your water and basis the range of select the right water purifier ( UV/RO/RF/Adaptive etc etc) His response was "Kisne likha h yeh. Main uska pair chatna chahta hu" 🤣 🤣 I have attended tons of shoots with tons of people. But when it comes to having fun at the set, this will rank on top. Had an absolute blast doing this Go watch Bhidus. Some gems in there by Dada

buy claude premium, select opus, and ask claude to give you a detailed breakdown of how you can use Al to stay ahead in your field, what digital products or services to sell and how to make a lot of money with it; no fluff pure value. try it and thank me later

Prompting is the worst way to use Claude. Here's what the top 1% do instead: They set up these 8 files once. Then they barely prompt again. File 1: about-me .md (Your identity) Who you are, your job, your priorities. Claude reads this before every task. To download mine, go here: how-to-ai.guide. Don't pay anything. It's free in the welcome email File 2: voice-profile .md (Your taste DNA) Your beliefs, your writing mechanics, your hard nos. Built from a 100-question interview with Claude. File 3: anti-ai-writing-style .md (Your boundaries) Every word you ban, the structure you reject, tone you hate. 80% of this file is what you're NOT. Go to how-to-ai.guide to download anti AI guide. Don't pay .Open the email. Click on Notion. Open '.md files' Download 'ANTI AI STYLE .md'. File 4: The Cowork Folder (Your 4-folder system) ABOUT ME. PROJECTS. TEMPLATES. CLAUDE OUTPUTS. 3 read-only, 1 write. Nothing extra. File 5: Global Instructions (Your persistent rules) Set once in Settings → Cowork → Edit Claude follows them before every task. Prompt: "Always read my files first, never edit my originals, deliver everything to CLAUDE OUTPUTS." File 6: The One Prompt (How you start every chat) 29 words. Forces Claude to ask YOU questions. Starts 80% of your conversations. Prompt: "I want to [TASK] for [SUCCESS CRITERIA]. Use AskUserQuestion before you start." File 7: Connectors (Claude inside your tools) Slack, Google Drive, Notion, Gmail, Figma. No copy-pasting. Claude reads your actual tools. File 8: Plugins (Instant skill packs) Marketing, Sales, Legal, Data. One-click install. Each comes with its own slash commands. The secret was always these 8 files behind it. I wrote 2 guides so you can copy my exact system: ✦ My full 8-file setup: how-to-ai.guide ✦ My Cowork folder walkthrough: claude-co.work (save this to never write a long prompt to Claude)

How to climb all 4 layers of Claude in one weekend: (even if you just signed up yesterday) ✦ Level 1: Claude Chat (Saturday morning) Go to claude .com/download. Install the app. Pay the $20. Select Opus 4.6 + Extended Thinking. Connect Slack, Drive, Notion through Connectors. Stop writing long prompts. Prompt this instead: "I want to [TASK] for [SUCCESS CRITERIA]. Use AskUserQuestion before you start." Most people stay here forever. You're leaving 90% of Claude untouched. Claude Basics: how-to-claude.ai. —— ✦ Level 2: Claude Cowork (Saturday afternoon) Go to 'Cowork'. Create a folder "Claude-Cowork." 4 subfolders. About me, template, project & outputs Create about-me .md: what you do, how you do. Create anti-ai-style .md: words you'd never say. Set Global Instructions (Settings → Cowork → Edit): "Always read my files first, never edit my originals, deliver everything to CLAUDE OUTPUTS." You just killed prompting. From now on, your prompt is 2 lines + your folder. Move on to Cowork: claude-co.work —— ✦ Level 3: Skills + Plugins (Sunday morning) Open Cowork. Type: "Use the skill-creator to help me build a skill for [your most repeated task]." Claude interviews you. Answer and be specific. It generates a SKILL .md. Test it: "When would you use this skill?" If the description is vague, fix it. Upload: Settings → Capabilities → Skills → Upload. Now it fires automatically. No slash command. Install Plugins: Cowork > Customize > Browse plugin Skills with about-me .md. Skill handles the process. Voice file handles tone. Two layers simultaneously. Set up Claude Skills: x.com/rubenhassid/st… —— ✦ Level 4: Code + Computer (Sunday afternoon) Click the Code tab. Create a folder. Connect GitHub (free account → Settings → Connectors). Prompt: "Create a GitHub repo named [project]. Code everything. Don't ask for permissions." Download VS Code. Install the Claude extension. Turn on "Skip Permissions" to go 100x faster. After your session, paste this: "Create a CLAUDE .md file with everything you learned about this project." Now Claude remembers your fonts, colors, and structure forever. Claude code guide: claudecode.free Claude Computer: Settings → Desktop app → turn on Browser use + Computer use. Connect your phone with Dispatch. Text a task. Schedule a recurring task: left sidebar → Scheduled → write the prompt → pick the frequency. Claude Computer: x.com/rubenhassid/st… This is where you stop working inside Claude. Claude starts working on your computer. —— Saturday, you were prompting like it's ChatGPT. Sunday, Claude is running your screen, building your website, & sending you text updates. That's all 4 layers. In one weekend.

BONUS EPISODE: The Ultimate Guide to the Boston Marathon with @GSWoodward! We gave our best tips for marathon weekend and then did a mile by mile breakdown of the course! podcasts.apple.com/us/podcast/for…

Runners and run coaches, what's your favorite running gear and the gear you recommend most often? Be creative: tech, shoes, apparel, food, recovery stuff, etc all count. @Brady_H @Alan_Couzens @feelthebyrn1