Good morning, {{ first_name | AI enthusiasts }}, and welcome to the 5,054 new readers who joined us yesterday. The entire industry is fighting to create the best AI coworker. Slack is working to own the office space instead.
The company’s new Slack Code puts coding agents inside shared channels, where anyone on the team (engineer or not) can collaborate on software as it gets built.
Reminder: Our next live workshop is today at 12 PM EST — join and learn how to land your first paid AI consulting gig on Upwork. RSVP here.*
In today’s AI rundown:
Slack turns coding into a group project
Rowan’s Corner: How to stand out to an AI-first startup
Sell a high-value AI workflow audit as a consultant
AI finds hidden breast cancer patterns
SLACK FROM SALESFORCE

The Rundown: Slack just launched Slack Code, a new feature that allows users to develop code via shared rooms directly within the messaging platform where AI agents write the software and human teammates watch, steer, and direct the session.
The details:
Each ‘code channel’ brings agents and users from across teams together, allowing anyone to contribute to the direction of a build and view live previews.
Deploying changes is gated behind human approval, with finished projects leaving an archived channel that acts as a searchable record.
All Slack plans have access at launch, with agents like ChatGPT, Claude, Devin, Vercel, and GitHub available to add to the conversation after connection.
Why it matters: The industry is already pushing in the direction of AI agent-enabled messaging builds, and this is another step in that trend. With so many (human) teams already working inside Slack and labs racing to build the best agent, Slack Code is instead trying to own the venue that easily brings both human and AI workers together.
TOGETHER WITH MERCURY
The Rundown: Most teams share one card and sort it out later. Mercury Spend replaces that with expense management built into your account.
With Mercury Spend, you can:
Give your team and agents cards with limits that hold
Get receipts automatically from Gmail or via text
Auto-lock cards with overdue tasks until they're resolved
DISCLAIMER: Mercury is a fintech company, not an FDIC-insured bank. Banking services provided through Choice Financial Group and Column N.A., Members FDIC. The IO Card is issued by Patriot Bank, N.A., Member FDIC, pursuant to a license from Mastercard International Incorporated.
ROWAN’S CORNER

Rowan: We recently opened up 7 new roles at The Rundown, and we’ve been flooded with applications. From the team and me -- THANK YOU to everyone who referred the smartest people they know to help us keep improving the product for you all.
Since it’s top of mind, I thought I'd share what makes someone stand out to an AI-first startup in 2026:
Saying you "use AI daily" doesn’t mean anything without receipts. Two years ago, you could get away with it… But the people who stand out now share their screen in the first call, without being asked, and show us how they work with AI.
A bias toward action accelerates everything. The strongest candidates identify a real problem in our company and send a 5-minute Loom, a redesign, or a short deck showing how they'd solve it before we've even met. When we can see the impact you’ll make, you skip the line.
AI intuition, or “taste“, is the No. 1 thing we look for. Know exactly the value you bring that AI can't replace, and on the flip side, what it can, and show us the workflows you've built to hand that part off.
If that sounds like you or someone you know, we're hiring :^)
AI TRAINING
The Rundown: In this guide, you will learn how to turn your AI knowledge into a focused consulting offer — choosing a narrow problem, collecting client context, and creating a one-page opportunity brief that can lead to an implementation project.
Step-by-step:
Ask Claude to interview you about the work, industries, and tools you know best, then suggest three consulting angles
Have it build an AI assessment for a prospect to complete. It should uncover AI opportunities in their business, give a score, and publish as a live Artifact
Once a prospect responds, give Claude their answers (saved in Google Drive) and website. Ask it to find the highest-return bottlenecks to fix with AI
Ask Claude to turn the findings into a client-ready slide deck: their audit result, the bottleneck, practical solutions, and a sensible next step
Pro tip: Get specific. The video guide explores AI implementation for video editors.
PRESENTED BY COLLIBRA
The Rundown: Collibra's AI Command Center is a real-time control plane for your entire AI ecosystem, linking every agent, model, owner and data dependency to its policies, risk and trust score.
AI Command Center gives you:
One unified registry for every AI asset
An AI Trust Score for every system
Live dashboards + automated traceability
AI is the tip; take command of everything holding it up.
AI & MEDICAL RESEARCH

Image source: University of Northampton
The Rundown: Researchers from the University of Northampton published a new study that used an AI platform called CenSegNet to read and compare breast tumor samples cell by cell, finding previously unseen patterns in how cancer progresses.
The details:
Healthy cells rely on centrosomes to divide correctly; when centrosome function becomes abnormal, it can cause errors that contribute to cancer.
The AI analyzed data from 27 patients across 911 samples to find two patterns (oversized vs. extra centrosomes) that each have different links to outcomes.
Patients tended to live longer when a tumor had fewer of the oversized versions, while extras lined up with more aggressive disease.
The researchers say the next step is pairing the findings with other data to guide treatments, with the system open-sourced and testing on other tissues.
Why it matters: Some of AI's headline-grabbing science wins have been through designing new things, but don't discount the value in the tech's less-sexy ability to read and analyze patterns in data that both humans and older systems simply haven't noticed. It's exactly that skill that helps inform diagnosis and personalized treatments.
COMMUNITY AI WORKFLOW OF THE DAY
“Several months ago, my dad was in and out of the hospital. My two brothers and I were trying to coordinate his doctor appointments, manage his medications, and keep track of all the other details.
We initially used Apple Notes, a shared iCalendar, multiple text threads, and a weekly call. The mental load was huge. Before my dad passed away, I started using Claude Code and Codex to build a simple tool that would keep everything organized and searchable. It also displayed trends in areas such as his mood, appetite, and vital signs, and included a calendar showing who was covering which days.
After he passed, we encountered the administrative headaches involved in closing out his estate. We thought having a will, power of attorney, and other documents meant we were prepared, but we were wrong. I began integrating those lessons—and the things we learned not to do—into the final product, Eldercare Log.”
See Shawn’s workflow here. How do you use AI? Tell us for a chance to be featured.
💻 Slack Code - Slack's channels for building software with agents as a team
🎥 FLUX Upscale - BFL’s video upscaler that regenerates clips at native 4K
🔀 Router - Ramp’s tool that matches each AI request to the cheapest model
🎶 Firefly Audio - Create commercially safe music, voiceovers, & sound effects
Build an AI agent, then see its reasoning, tool calls, and token usage. Join Honeycomb and AWS on Aug. 25 to explore Agent Timeline hands-on.*
OpenAI introduced a new plugin for Apple Messages, allowing ChatGPT to search, view, and send messages from its ChatGPT, Codex, and Work platforms.
Asana said it used OAI’s Codex to remove an outdated testing framework in two weeks for around $12k, work the company originally estimated would take five years and $6M.
Adobe rolled out Firefly’s audio generation tools to all users, with the suite producing original soundtracks, voiceovers, and sound effects cleared for commercial use.
Apple Music will reportedly start labeling AI-generated songs on its platform later this year, following an industry push for AI disclosures and Spotify flagging AI artist profiles.
*Sponsored Listing
That's it for today!
Before you go we’d love to know what you thought of today's newsletter to help us improve The Rundown experience for you.
See you soon,
Rowan, Zach, Shubham, Jennifer, and Nate — the humans behind The Rundown


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