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Hey everyone, happy Thursday.
Every story this week is about the same thing: AI is turning into a workforce, and somebody has to manage it. Meta bought the dashboard for your coding agents, Apple capped its engineers’ AI budget, and you can build a team of bots with their own phone numbers and sell it to a local business.
So, before the news, let us know 👇
Would you hire an AI employee?
Reply to this email with your thoughts!
TL;DR
Meta buys Conductor, the dashboard for running coding agents in parallel
OpenAI’s Images 2.6 makes looping GIFs from a prompt or photo
Apple cuts some engineers’ daily AI budget from $300 to $200
DeepSeek lets you build agent plugins with a prompt
Build and sell a team of AI employees to local businesses
ChatNest files your AI chats into searchable folders
Big companies hedge their risks. Now your business can too.
For US farm, ranch and small business owners.
Airlines hedge fuel. Food companies hedge crops. For decades, protecting a business from outcomes it can't control took a broker, a trading desk and an order size most owners never had.
Kalshi opens hedging up to small businesses. Pick the outcome that would hurt you, like a fuel spike, a heat wave, a new tariff or a rate hike, and take a position on it, starting at a few dollars. If it happens, the payout offsets the hit. If it doesn't, the contract expires and the good month was the point.
A California goat herder and a Maryland tea company already do it, and CNBC, Reuters and The New York Times have covered businesses hedging on Kalshi.
Kalshi is a federally regulated exchange.
META JUST BOUGHT THE DASHBOARD FOR YOUR AI CODERS
Meta just bought Conductor, a startup that only launched its main product last summer.
Conductor lets you run a whole team of coding agents on one codebase, each agent gets its own workspace, they work in parallel, and you review and merge the results.
Here’s the weird part. Conductor doesn’t build agents. It runs the ones from Anthropic and OpenAI. So basically, Meta just bought the control panel for its rivals’ products.
CEO Charlie Holtz and his team are joining Meta Superintelligence Labs, working with Alexandr Wang and Nat Friedman. Now the timeline for users is short. The cloud service shuts down November 20, and user cloud data starts getting deleted after that. The local app keeps working until early next year, when Holtz says “something new” is coming.
Meta has been on a spree. It launched its own coding agent, Muse Code, in August, and it already picked up Moltbook, the viral agent platform.
Writing code is basically free now. The hard part is keeping a dozen agents from tripping over each other. Meta just bought a piece of that.
OUR TAKE
Models are getting cheaper and more alike. Nobody’s picking a favorite anymore.
So the fight moves to wherever you run them from. Meta didn’t buy another model. It bought the dashboard.
If you’re on Conductor Cloud, export your work before November 20 😬
QUICK HITS
OpenAI’s Images 2.6 learns to GIF: The reaction-GIF search bar may be on borrowed time. ChatGPT can now generate looping GIFs from a prompt or a photo, you can edit individual frames, and generation runs up to 50% faster. OpenAI says its image tools now make over 4 billion images a week.
Apple puts AI on a budget: Even Apple is reading the token bill twice. Daily AI allowances for some engineers dropped from $300 to $200, and Apple is reportedly weighing $100 for some teams and $25 for certain non-engineering groups. All of this happens while R&D spending still rose about 32% in fiscal 2026.
DeepSeek turns “there should be a plugin for that” into a prompt: Creator Mode for its open-source Harness lets you describe a tool, skill, or interface tweak in plain text, and the agent builds it. Models decide what to do, and the harness is what gets it done. It’s still in preview, so expect the API to change.
Big companies are putting AI on the payroll and on a budget. Here’s how to build a whole team of it and sell it to a local business…
Popsmith’s raise is in its final weeks. With $20M+ in lifetime sales and revenue projected to rise 73% in 2026, this popcorn brand has real momentum heading into 2027. Explore the investment.
BUILD A TEAM OF AI EMPLOYEES A LOCAL BUSINESS WILL PAY FOR
Give every bot its own phone number, email, and computer, then sell the whole system as something the owner keeps.
⏱️ A weekend to build | 🔧 Needs: Claude Code or T3 Code, Paper, Orgo, AgentMail, AgentPhone, Composio
Why build this?
Small business owners don’t want to set up an agent platform. They want their problems gone. A ready-made team tuned to one industry, with a website thrown in, is an easy yes. Nick, co-founder of Orgo, built his version in 36 hours and pitches it at $25K upfront.
Steps:
Research first. Ask your coding agent to study the products you’re copying, so it knows what you’re building before it writes a line.
Design before you code. Use the Paper MCP and ask for three or four variations of each screen. Then pick the best parts from each.
Pick the stack. Orgo gives each bot a computer, AgentMail an email, AgentPhone a phone number, and Composio the app connectors. Tell the agent to read each tool’s docs and API reference first.
Build in one long thread. Screenshot anything broken or ugly and send it back with “fix this.” Keep a swipe file of UIs you like.
Host it and ship fast. Orgo, Fly, and Vercel all work.
Find your first client. Call 50 people you know. Do the first build free in exchange for three warm intros.
Price it. Pitch $25K upfront with an optional $3K a month for upkeep. Or niche it down and sell it as a product.
Expected outcome:
A working team of bots that each have their own contact info, plus a pitch you can take to a real business. It isn’t a guaranteed sale, but you’ll have a demo that makes the pitch easy to understand.
Full tutorial:
Your bots keep their own receipts. This tool keeps yours: every AI chat you’ve ever had, filed and searchable.
TOOL OF THE DAY
ChatNest
Your AI chat history, finally filed.
ChatNest is a Chrome extension that saves your AI chats into folders, each with a title and summary, and lets you search them live. It also stores reusable prompt templates with variables, which you pull up with Ctrl+K or //. It works on ChatGPT, Claude, Gemini, Grok, and more, and it’s local-first, so the free tier needs no sign-in.
Say you keep rewriting the same cold email prompt. Save it once as a template with a variable for the company name, then drop it into any chat in seconds. File the best result in an “outreach” folder so you can find it next month.
