40+ hours of monthly reporting. GONE! Not because someone built a complex automation. Because an agent watched someone do the job once. I came across this Akai workflow from Deel and this is the part that blew my mind. Gal's monthly reporting process touched NetSuite, Payhawk and Zip. Different systems. Different entity codes. Different formats. Then it had to reconcile four levels deep: Subsidiary → department → cost centre → account category. One mistake anywhere could throw off the entire report. Normally, that meant 40+ hours of exports, cleanup, reconciliation and detective work every month. Instead, Gal recorded himself doing it in Akai and explained what he was doing as he went. Akai figured out the connections. It learned the workflow. It even learned the weird stuff. One system had no proper API, so Gal showed it the manual login and export process. He corrected an entity mapping once. Akai remembered it. He showed it that every reporting level had to reconcile. Akai turned that into a validation rule. He stopped for human review before publishing. Akai learned that too. And when the workflow needs changing? You don't rebuild the automation. You comment on the step. "I don't do it like this." Done. That's the shift I'm seeing with agents: We're moving from telling software what to do to showing software how the work gets done. The result here? 40+ hours → <1 hour. And Akai was built by @deel to automate its own back office before they started selling it to everyone else. Comment "hours" and I'll send you 20 things a 100-person company could automate this month.

Your next campaign idea deserves more than staying in your notes app. Turn it into something people can watch. 🎬 Dreamina’s first month is just $0.29, while CapCut Desktop’s separate sale offers 60% OFF Pro or 40% OFF Ultra through Oct 30. Create your visuals in Dreamina and give your campaign video a finishing touch with Black Friday Stickers, Effects & Text Templates in CapCut PC. Two separate subscriptions, two separate purchases. Dreamina offer: tinyurl.com/5xbtv4x6 CapCut Desktop sale: tinyurl.com/2v23rn22 #CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale

Finally. AI-first data analytics. Not a chatbot bolted onto a dashboard. @ramiabih and the Querio team made everything a file in your repo. Dashboards. Notebooks. All of it. So Claude Code can read it and write it directly, through an MCP and a CLI. That's the shift I'm seeing with agents: The more of the work becomes code, the better AI gets at it.

I wanted to see how an interior design website would translate into a codebase I could own. So I tried rebuilding Aura Interiors with Marlow. The focus was on keeping the project visuals, premium aesthetic, and overall structure intact while moving beyond WordPress. Here’s a look at the process and the result 👇 Preview: mymarlowapp.com/847947174/de… Access code: 29448441 Migration guide: marlow.app/how-to/wordpress-…

Halloween content is ready. Now make it ready for every feed. CapCut Black Friday offers up to 60% OFF Pro and 40% OFF Ultra until October 30. Desktop only. You've finished a witch-hat product reveal for your Halloween campaign. Next, you need a vertical cut for short-form video and another version for a different placement. Repeating the export process for every version can eat into your publishing time. CapCut PC's multi-format batch export helps streamline preparing video versions in different formats. Get your seasonal promo ready for more placements without turning the final step into another long task. One spooky idea, more places to share it. tinyurl.com/2v23rn22 #capcutpc #capcutblackfriday #capcutsale #capcutmarketing

My browser tabs need their own project manager at this point💀 Strawberry 1.0 puts AI agents right inside the browser. Research hundreds of accounts in parallel. Automate repetitive browser tasks. Keep team knowledge connected. Less tab chaos, more actual work.

Writing a jingle for a fictional brand is a fun songwriting exercise even without the prize. With the prize, even better.