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Most AI agents demo well. Few ship real work.

Most AI agents can run a task. The problem is everything around it: setup, memory, context, cost, and figuring out what actually happened.

SureThing turns useful AI skills into autonomous agents with business context, persistent memory, cost-aware model selection, and a live dashboard. Paste a link, assign the work, and your agent reports back like a human teammate: what it did, what it cost, what needs your decision, and what happens next.

Built for founders, operators, and marketers who want AI to ship work, not become another tool to babysit.

It's Monday. Every department already has context. Nobody prepped anything.

Your CFO opens Slack. There's a weekly Stripe revenue recap in #finance with a churned-accounts flag and a net-new breakdown. She didn't ask for it.

Your head of product opens Slack. There's a GitHub summary in private channel: PRs merged, PRs stale, Linear tickets that moved. He didn't ask for it.

Your marketing lead opens Slack. There's a Google Ads performance comparison in private channel, with a note: "Meta CPA crept up 18% this week. Might be worth pausing the broad match campaign." She didn't ask for it either.

All-hands at 10am. Everyone already knows the numbers. The meeting is about decisions, not catch-up.

That's what happens when one colleague works across every tool your company uses. Not one department's assistant. The whole company's coworker.

Viktor lives in Slack. Top 5 on Product Hunt, 130 comments. SOC 2 certified. Your data never trains models.

"Not only have we caught up on several months of work, we are automating manual tasks and expanding our operations to things previously not possible at scale." - Jesse Guarino, Director, Torque King 4x4

Engine DJ 5.0 Is Here — And inMusic Is Starting To Connect All The Dots

Just days after the inMusic + Native Instruments news dropped, Engine DJ quietly rolled out version 5.0, and there is a lot happening here.

The update brings:

  • Stems support on the RANE SYSTEM-ONE

  • RGB waveforms across compatible hardware

  • Workflow improvements

  • Expanded feature parity throughout the ecosystem

Translation: the walls between software and hardware keep getting thinner.

What’s Happening

The headline feature here is probably on-device stems support on the RANE SYSTEM-ONE. Instead of needing extra processing or bouncing back and forth between applications, DJs are getting deeper separation tools built directly into the workflow.

RGB waveforms are also arriving more broadly, giving DJs:

  • Better visual track identification

  • Faster phrase recognition

  • Cleaner navigation during sets

Love them or hate them, colored waveforms have become one of those things DJs swear they don’t need… right before getting very upset when they disappear.

The DJ Angle

This becomes especially interesting when paired with the Traktor acquisition story we just covered.

Remember: inMusic now owns:

  • Engine DJ

  • RANE

  • SoundSwitch

  • Native Instruments / Traktor

So naturally the questions start coming: Could future Traktor versions inherit some Engine tech? Could Traktor eventually get tighter hardware integration? Could SoundSwitch and Traktor finally play nicely together?

Nobody knows yet — but seeing Engine continue expanding while inMusic grows its ecosystem makes those possibilities feel a lot less crazy than they did a month ago.

Final Take

Engine DJ keeps moving toward something larger than “software that runs your gear.”

It increasingly looks like an ecosystem play: Music → Performance → Stems → Lighting → Hardware → Workflow

And if that continues, DJs may be choosing ecosystems in the future instead of choosing individual products. Which honestly sounds familiar. Apple has been doing that for years.

Tonight, 8 pm EST, we're going LIVE on Twitch with Deville from Club Killers — one of the most-trusted record pools in the game. He's opening up the vault & we're talking their all-time best edits.

Our goal: You walk away with a gig-ready crate before the stream ends.

Here's the deal:
 
 >  Curator-picked edits, ranked and reviewed in real time
 >  We build a mixable crate live — exports straight to Serato / VirtualDJ
 >  Exclusive Club Killers promo code, dropped only on the stream
 >  Q&A with Deville about pool curation, charting, and what actually breaks floors right now

Spotify Is Letting Fans Create AI Covers & Remixes — DJs, This Is About To Get Weird

Remember when labels were aggressively pulling AI songs off the internet? Well… plot twist.

Spotify and Universal Music Group just announced a deal that will let Premium users create AI-generated covers and remixes directly inside Spotify as a paid feature. Artists can choose whether they participate, and those who do will receive royalties from the AI-generated versions. So the conversation appears to be shifting from: “Stop AI from touching our music.” to: “Okay… but what if it makes money?”

What’s Happening

Spotify says the system is built around:

  • Artist consent

  • Credit

  • Compensation

  • Fan interaction

Subscribers may eventually be able to generate alternate versions of songs — remixes, reinterpretations, and AI-powered covers — from participating artists. Pricing details and launch timing have not been announced yet.

The DJ Angle

This has the potential to get really interesting for DJs. Imagine a world where instead of hunting through:

  • Record pools

  • Edit packs

  • Mashup sites

  • Random SoundCloud links

…you simply tell Spotify: “Give me a house remix of this track.” Or: “Make this a dance-floor intro version.” Or: “Turn this into a Latin club remix.” We’re not there yet, but this starts pointing in that direction. Because if fans can create remixes, DJs are immediately going to ask: “Cool… now let me customize it.”

The Bigger Picture

We’ve gone from AI songs being treated like a legal nightmare to AI becoming a licensed feature inside the largest music platform on Earth. That’s a pretty massive shift. And it suggests the future might not be: Human vs AI It may become: Human + AI + licensing agreements

Final Take

The funny part? DJs have been unofficially doing this forever:

  • Intro edits

  • Mashups

  • Quick remixes

  • Genre flips

Spotify might just be trying to industrialize it. And somewhere out there, somebody is already preparing to generate: “Drum & Bass Morgan Wallen featuring Pitbull.” The future remains deeply questionable.

DJs Are Sleeping on Kick — And That Might Be The Opportunity

When DJs think livestreaming, most minds immediately go to Twitch, YouTube, or maybe TikTok Live.

Meanwhile Kick has quietly been building momentum, positioning itself as a creator-focused platform with looser restrictions and a larger revenue share model.

Basically, it’s the streaming platform equivalent of showing up to a party before everyone else discovers it.

What’s Happening

Kick has been growing rapidly by attracting creators with:

  • Higher creator revenue splits

  • Fewer platform restrictions

  • Built-in monetization opportunities

  • Stronger emphasis on livestream communities

The platform has become especially popular with gaming creators, but musicians, DJs, and live performers are beginning to experiment there as well.

The DJ Angle

For DJs, this gets interesting because livestreaming has changed a lot over the last few years. Remember the pandemic era? Everybody suddenly became a Twitch DJ.

Then reality showed up:

  • Music copyright headaches

  • Platform limitations

  • Discoverability struggles

  • Monetization challenges

Kick could potentially offer DJs another lane.

Especially for:

  • Live sets

  • Weekly shows

  • Community building

  • Behind-the-scenes sessions

  • Educational content

And for DJs already creating content, one extra destination for distribution is pretty low effort.

The Bigger Picture

This fits into something we’ve been talking about lately: Creators are becoming less dependent on one platform. Instead of: “I need Instagram to save me.” The new mindset is: “I need multiple places where my audience can find me.” Because platforms change. Algorithms change. But communities stick around.

Final Take

Kick probably is not replacing Twitch tomorrow. But for DJs looking to build:

  • Direct audience relationships

  • Livestream communities

  • Additional revenue streams

…it may be worth paying attention.

Worst case? You streamed for a handful of people. Best case? You got in before everybody else started posting: “Top 5 reasons you NEED to be on Kick in 2026.”

Stop Panic Scrolling Through Your Library
If you’ve ever stared at your screen mid-set thinking “what the hell do I play next?” this one is for you. Aaron breaks down the fundamentals of Crate Hackers — from connecting your library and building your first crate to cleaning duplicates and turning Spotify playlists into event-ready sets. The big takeaway? Most DJs don’t fail because they don’t have enough music. They fail because they have way too much music and no system. Less scrolling, fewer bad decisions, and a much better chance of looking like a genius behind the booth.

Fortnite Is Back In App Store

For the DJs who also somehow manage to fit Fortnite in between weddings, editing Reels, and telling themselves “I’m definitely organizing my music library tonight,” there’s some good news: Fortnite is officially returning to the App Store worldwide.

After years of legal battles between Epic Games and Apple, the game is becoming easier to access again without workarounds, alternative installs, or jumping through hoops.

Why does this make the newsletter? Because Fortnite has quietly become more than just a game. Over the years it has hosted virtual concerts and major music collaborations with artists like Travis Scott, Marshmello, and others, showing how gaming and music culture keep blending together.

Also, let’s be honest — a suspicious number of DJs suddenly become unavailable after midnight for “business reasons.”

We know what’s happening. 🎮

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