Weekly. Free forever.
The AI agents working professionals run at work.
Marketing, sales, HR, design, ops, finance, legal, education, journalism — every job has AI agents waiting to be built. Every week, one working professional walks me through one they actually run. Full setup, all prompts, tools, and connections — published in full.
- One real AI agent per week — built and run by someone using it daily
- Full setup published — prompts, tools, integrations — copy and run
- Every job, every industry — marketing, sales, ops, finance, HR, design, legal
Be among the first readers.
Agent 101
Intro series · 2 episodes- EP 02
One Agent can't finish anything worth shipping.
Skills and Multi-agent aren't two new technologies — they're two answers to the same old problem: division of labor. Single-agent has 4 ceilings, Skills compress instructions, Multi-agent compresses context, and 6 real workflows show how they combine.
- EP 01
「Agent」 means three different things to three different people.
A 90-minute deep dive on what AI Agent actually is, what it isn't, how four professions use it, and 9 real workflows you can run today.
Read the latest.
Autonomous Site Inspection Agent: How 550K U.S. Construction Managers Can End the 24/7 Walkthrough Treadmill (2026 BLS Data + TesterArmy Playbook)
BLS data shows 550,300 U.S. construction managers earn a $106,980 median wage and face 9% job growth through 2034 — but the role still demands 24/7 on-call multi-site driving. On June 18, 2026 YC P26 startup TesterArmy launched on Hacker News with agentic E2E testing, surfacing a transferable blueprint that drops the same agent + vision + natural language + evidence stack onto the jobsite.
Self-Hosted AI Agent for Sysadmins: How OpenCode + GitOps Saves U.S. Network Administrators 3 Hours a Day (2026 BLS Data + Rsgm Homelab Case Study)
U.S. Bureau of Labor Statistics data shows 331,500 American network and computer systems administrators earned a median $96,800 in 2024 and face a projected 4% decline through 2034 (-13,800 jobs). On June 14, 2026 independent engineer Rsgm published a homelab AI dev platform built on self-hosted OpenCode + GitOps + mandatory PR review — a blueprint that compresses cross-container changes from hours to minutes.
Salesforce's $3.6B Bet on Fin: How an AI Customer Service Agent Closing 76% of Tickets Reshapes the Job for 2.81 Million U.S. Reps (2026 BLS Data + Apex Model Playbook)
U.S. Bureau of Labor Statistics data shows 2,814,000 American customer service representatives earned a median $42,830 in 2024 and face a projected 5% decline through 2034 (-153,700 jobs). On June 15, 2026, Salesforce announced a $3.6B acquisition of Fin (formerly Intercom), whose AI customer service agent already resolves 76% of support volume end-to-end — pointing the industry from 'phone factory' work toward judgment work.
Why this exists
Most useful AI agents at work aren't written down anywhere. The people who've figured out how to actually run them are too busy doing the work to publish — so what works stays inside their heads.
This newsletter changes that. Every week, one working professional walks us through one AI agent they actually run — in any job, any industry. Full setup published: prompts, tools, integrations. No filler. No paid tier.
Hosted by Jack Qian — industrial engineer at Texas Instruments turning business planner, based in Dallas. There's a monthly AI hackathon if you're in town. But the recordings are the meal.
One drop a week, straight to your inbox.
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