Andru Edwards

The system isn't broken. The system is working exactly as it was designed to work.

@TheMattBerman @openclaw @vishalojha_me @Meta Ads

I run my meta ads with @openclaw for $0/month 😱 here's the system that runs autonomously: step 1: daily health check → social-cli (major shoutout to @vishalojha_me) wraps @Meta's marketing API (token refresh, pagination, rate limits all handled) → am I on track? what's running? who's winning? who's bleeding? any fatigue? → the same 5 questions I asked Ads Manager every morning for 20 years step 2: catch dying ads before CPA spikes → @OpenClaw pulls daily frequency by ad → frequency > 3.5 = audience is cooked, CTR is about to drop → this one signal saves more money than any dashboard step 3: auto-pause bleeders + shift budget to winners → CPA > 2.5x target for 48hrs? auto-pause. no hesitation. → ranks every campaign by efficiency. recommends shifting spend. → last fri it paused an $87 CPA campaign at 3am and scaled my best performer 30% step 4: write new ad copy from your winners → agent analyzes what's working (hooks, angles, CTAs) → generates variations based on the patterns in YOUR top performers → copy modeled on what already converts in your account. step 5: upload ads directly to your account → new creative + copy → live in @Meta Ads Manager → no more downloading, formatting, clicking through the upload flow → agent handles the entire publish cycle step 6: content concepts + morning brief → spots patterns across winners and suggests what to test next → delivers everything to Telegram, Slack, wherever you want it → 90 seconds to read. reply "approved." done. input: your ad account + your target CPA output: an AI that monitors, kills, scales, writes, AND uploads your ads dozens of hours in ad manager → 1 text message I packaged the entire system as the Meta Ads Kit. 5 @OpenClaw skills: - meta-ads (daily checks + auto-pause) - ad-creative-monitor (fatigue detection) - budget-optimizer (efficiency scoring + shift recs) - ad-copy-generator (writes variations from your winners) - ad-upload (publishes creative directly to your account) giving it away free. comment ADS + like + follow (must follow so i can DM)

@NickSpisak_ If I have multiple OpenClaw agents, can I give each stole on Paperclip, or does PC only support one OC instance? 👀

@gregg37 @Apple Did you exchange and end up with a better one? 👀

@AndruEdwards @Apple Hope you have better luck than me. I just had to return my Studio Display XDR because the screen was messed up. Brighter on one side than the other, split right down the middle.

This is Apple’s new flagship display! 🖥️ The new Studio Display XDR feels like @Apple finally built a monitor for people who want one screen to do everything at a very high level. You get a 27-inch 5K panel, true XDR brightness, mini-LED, 120Hz, Thunderbolt 5, and the built-in camera, speakers, and mics that make it practical every day. This is a premium desktop display for creators, editors, photographers, and Mac users who want serious image quality without sacrificing the all-in-one convenience that Apple does better than anyone. You picking this one up? 🤔 #apple #prodisplayxdr #macbookpro #monitors

@Apple just announced the AirPods Max 2, bringing a bunch of new features thanks to the inclusion of the H2 chip. You get 1.5x better active noise cancellation, along with features like adaptive audio, live translation, conversational awareness, and camera remote for the same $549 price tag.

Every foldable has the same tell: the crease. OPPO rebuilt the hinge inside the Find N6 using a process called 3D liquid printing that smooths microscopic imperfections under the display. The result is what they’re calling a “zero-feel crease.” In person, it’s shockingly flat. Still early, but this might be the closest we’ve gotten to a foldable that actually feels like a normal screen. Would this make you switch to a foldable? @OPPO #OppoFindN6 #oppo #Android #smartphones #techreels

@sucks_richard Paid ads involve money exchanging hands right? At least that’s how it’s been for the 2 decades I’ve been doing this job. Apple has yet to pay me a penny in that entire timeframe.

@AndruEdwards @F1 @Apple Nobody has that bottom level streaming service. This paid ad is extremely cringe and F1 moving to apple was a horrendous decision. Viewership in the US will decline dramatically

Apple just upgraded the @F1 experience! 🏎️ Apple just made Formula One a lot easier to follow in the U.S. One place for the full race weekend. Practice, qualifying, sprint sessions, and every Grand Prix, live or on demand. The gifted package was cool, too. @apple TV 4K, pins, and a seriously clean F1 jacket. But the bigger story is what this means for fans. No more bouncing between apps or trying to figure out where the next session is airing. Race day just got way more convenient. Are you watching F1 on @AppleTV this season? #formula1 #apple #appletv #gifted

@NWfourA @F1 @Apple @AppleTV @espn Apple has never paid me in the over 21 years that I’ve covered consumer electronics. Not even a penny. Where did you get the information that I was paid anything? Because it certainly didn’t come from me, and I ALWAYS disclose paid promotion, every single time.

@AndruEdwards @F1 @Apple Andru was paid for this promotion. But I expected a much better experience through @AppleTV and it was the same as @espn. No individual car stream or additional options. Just the same stuff as before with an additional streaming fee. 🤦🏻‍♂️

Apple’s MacBook Neo Strategy is Genius. The MacBook Neo intro video subtly tells you exactly who this laptop is for. Not longtime Mac power users. New buyers. People who don’t already know why they want a Mac, but will absolutely feel the pull once macOS, iPhone Mirroring, iMessage, AirDrop, Handoff, and the rest of the ecosystem click into place. At $599, @apple is selling more than a laptop. They’re selling an on-ramp. Do you plan to pick up a MacBook Neo? #MacBookNeo #Apple

@kevinnguyendn @zion_sensei Very nice! Once I do that…do I just tell it to use this new system instead? I’m not a developer, sorry if these questions are super basic! 😁

"@zion_sensei @AndruEdwards Great questions! Vs Mastra: Mastra's observational memory is powerful but heavy. ByteRover is built to be a massive, lightweight upgrade specifically for OpenClaw—using a deterministic .brv/context-tree rather than a full vector DB loop. Prompt Caching: Because ByteRover uses selective retrieval, we cut the initial context bloat by ~70%, which actually reduces the need to rely heavily on prompt caching just to stay under limits! Importing: @AndruEdwards Yes! You don't have to start fresh. You can simply copy your existing MEMORY.md contents, run a brv curate command, and it will automatically index your old rules into the new tree structure.

Memory Skill for OpenClaw with 26k+ users in 1 week🚀 OpenClaw's memory system is broken by default. It requires curating massive MEMORY.md files or relying on duplicate-heavy generation. Hours are wasted tuning, and massive amounts of tokens are burned. It's time to stop. So we built the memory skill to solve that prob Here is our superpower ⚔️ 🎯 Top #1 market accuracy (92.19%) after 8+ months of intense architecture iteration 🧠 The ultimate solution to keep the timeline, facts, and meaning perfectly in place ☁️ Local & Cloud + Version control ⚡ Super easy setup

@zion_sensei @kevinnguyendn That’s what I’m using as well, curious about how it compares too. Also, does Memory Skills import your current memory files and store them, or are you having to start fresh?

@kevinnguyendn How does this compare to Mastra’s Observational Memory? Does it have prompt caching?

My MacBook Neo review is live! 👉🏽 youtu.be/qgTQuIu5wCE Bottom line? WAY too many people are misjudging Apple's new entry-level Mac, and in doing so, are completely missing the point. 💻 Give it a watch, and let me know what you think!

Apple finally fixed the 17E. Last year’s omission was wild. Wireless charging was there, but the one feature that makes it actually useful was missing. Now MagSafe is finally on Apple’s most affordable iPhone, and that changes the day-to-day experience immediately. Your wallet, car mount, battery pack, desk charger, and bedside setup all just work the way they should. Would MagSafe make a difference for you? @apple

Bottom line: the iPhone 17e feels like the phone Apple should have made the first time. A19, 256GB, MagSafe, C1X, Ceramic Shield 2, and a better camera for $599 is hard to ignore. Would you buy this over the regular iPhone 17?

The only thing still missing for me is Camera Control (I KNOW - I AM THE ONLY ONE WHO USES IT!) Every other iPhone 17 model gets it, and I think it is starting to feel like a core iPhone feature. But even without it, the 17e now makes a much stronger case than the 16e ever did.

It look like @Apple might have accidentally made the best value iPhone in the lineup. The iPhone 17e fixes almost everything people hated about the 16e, keeps the same $599 price, and now feels way less like a compromise. Here are the 6 upgrades that matter most 👇