Just posted a video on Instagram showing how I got Claude to track what US politicians and Wall Street whales are buying and mirror those trades automatically (paper trading, so zero real money at risk while you learn it). A bunch of you asked how it actually works, so I dropped the full written guide right here in the community. It walks through all 3 levels: 1. Setup — connect Claude to a free brokerage and place your first trade just by talking to it 2. Copy trading — a bot that finds the top-performing member of Congress and copies their positions on a schedule 3. Options income — an automated "wheel strategy" that collects premiums whether the stock goes up, down, or sideways The whole thing is no-code. You're literally just talking to Claude. Video - https://www.instagram.com/p/DZI1_0xgtQI/ 👉 https://flicker-celestite-7b6.notion.site/The-Claude-Trading-Bot-Guide-Copy-Congress-Automate-the-Market-374d180d8c808136a0c6ca44215caaf1?source=copy_link

The clock ran out, the board is locked, and we've got our champion. 🔥 👑 Congratulations to Nishit Rathod — finishing #1 with a massive +57 and locking in FREE Lifetime AIA+ Membership. That's full access to AI Accelerator+ for life. No fees, ever. You're in for good, Nishit. You earned every bit of it. 🙌 And here's what made it real — Nishit didn't win by luck. He showed up, shared, and helped. Day after day. That's the whole game. Massive shout-out to everyone who battled for the top spots this month: 🥈 Surya Banthia — +33 🥉 Andrea Lopez — +20 4️⃣ Asad Patel — +17 5️⃣ Abhinav Jaiswal — +14 Every one of you moved the community forward — and we're rolling out rewards for #2 and #3 soon, so that effort is about to pay off even more. 👀 Here's the takeaway for everyone watching: the leaderboard resets, but the habits don't. The people at the top aren't doing anything you can't do. They just keep showing up. 🔄 New month, new board, new shot. The race starts NOW. Drop a 🎉 to congratulate Nishit — and a 🚀 if you're going for #1 this month. Let's go. 💪

73% of our weekly AI all models capacity is sitting idle. At reStrucAI, project scale varies a lot. Some weeks it's full-throttle - agents, automation stacks, client pipelines. Other weeks, like right now, there's bandwidth left on the table. Instead of letting it expire, I want to use it to build something with someone. This weekend. Whatever usage is left. We build something real together. If you have an AI idea you've been sitting on - a tool, a workflow, an agent you want to explore - drop a comment below. I'll pick the most interesting one, DM you directly, and we'll make it real. No pitch. No agenda. Just build. Who's in? hashtag#AI hashtag#AIAutomation hashtag#BuildInPublic hashtag#founders hashtag#reStrucAI

This isn't a leak. It's not a rumor. Anthropic just published internal data on how much of Claude's development is now being done by… Claude. The numbers are nuts. Read these slow 👇 → 80%+ of all code merged into Anthropic's codebase is now written by Claude. (Before Claude Code launched in Feb 2025, that number was in the low single digits.) → Anthropic engineers now ship 8x as much code per quarter as they did from 2021–2025. → On a standard test — "take this small AI training script and make it faster" — a skilled human takes 4–8 hours to reach 4x speedup. Claude Opus 4 (May 2024) averaged ~3x. Mythos Preview (April 2026)? ~52x. → When shown a research session where a human made a wrong turn, Mythos Preview picked a better next step 64% of the time — up from 22% in 2024. → One April 2026 example: Claude shipped 800+ fixes that cut a class of API errors by 1,000x. Engineering estimate of how long that would've taken a human: four years. Anthropic's own framing: this is a possible path to recursive self-improvement — AI autonomously building a more capable successor. They say it's not here yet and not inevitable. But it's "happening faster than we thought." My read on what this actually means: The "AI builds AI" headline is the dramatic part. The part you should actually internalize is the rate of acceleration itself. Look at the task-length curve they shared. Opus 3 (Mar 2024) could reliably handle 4-minute tasks. Sonnet 3.7 (a year later) — 90 minutes. Opus 4.6 (a year after that) — 12 hours. Mythos Preview can hold a session for at least 16 hours and that's the top of what they can currently measure. Task length is doubling roughly every 4 months. That used to be every 7. The curve is bending. What this means for builders: Whatever you couldn't automate 6 months ago — you can now. The "the AI can't hold a long enough chain of thought to do this end-to-end" objection is dying in real time. Workflows that needed three orchestrated agents last quarter can be one agent in 90 days. Plan accordingly.

Hermes Agent is the fastest-growing AI agent of 2026 — 150k+ GitHub stars in 10 weeks. The problem? Self-hosting is brutal (Docker, Python, model wiring, VPS) and most people give up before they get a single task running. MaxHermes wraps the same Hermes underneath into a cloud deploy that takes 10 seconds. No server, no Docker, no model wiring. And it runs on M2.7 — ~17x cheaper input / ~21x cheaper output than Claude Opus 4.7. What's in the video: - The 10-second deploy on MiniMax - Connecting Gmail through Zapier MCP (one URL covers 9,000+ apps) - A real workflow live — pull cold leads → draft personalized re-engagement emails as Gmail drafts - The autonomous memory loop — save the workflow as a reusable skill, watch the agent decide what to keep and what to leave out - The 3-layer memory model (chat, agent reasoning, skills) — and the part you actually manage - Scheduled tasks: "every Monday at 9am, scan inbound leads…" The real differentiator: most AI tools have memory you manage (you write the CLAUDE.md, you build the skills). Hermes has autonomous memory — it writes its own playbooks from doing the work. Compounds every time you use it. $19/month (4,000 free credits/day, no card to start). 📎 Full MaxHermes deploy guide PDF pinned below — every step, the exact prompts, and the model routing. 🗓️ Free live webinar June 3rd, 7pm ET — the 4 AI agency offers working right now. Show up live for the AI Offer Selection Scorecard. Not recorded. Register: https://theaiaccelerators.com/registration Comment: what's the first repeat workflow you'd hand to MaxHermes? 👇 [Watch the video here ▶️]