Founder, CMO @ AMZ Prep | Fulfillment for Global Merchants | Follow me to watch us build a 100M Company

At AMZ Prep, our daily mission is to work towards our bold vision: To propel sellers and brands to amplify their global eCommerce footprint through the seamless integration of logistics, fulfillment, advertising, strategy, creativity, and growth within a single, unified solution. 

Our vision may seem audacious to some, but at AMZ Prep, we thrive on embracing challenges, particularly the ambitious and audacious ones. It's this unwavering spirit that has catapulted us into becoming a retail powerhouse that's been quietly making waves.

If you're seeking to be part of a team that's committed to achieving remarkable accomplishments, we invite you to join us on our journey. We're constantly on the lookout for exceptional individuals to become a vital part of our team. Whether your expertise lies in Operations, Finance, Customer Experience, Business Development, or Software Engineering, please don't hesitate to connect with us for any career-related inquiries.

Blair Forrest

I'm 28.

Started AMZ Prep® from my basement at 21. Made every mistake you can imagine along the way.

Here are 9 lessons I wish I knew back then:

(For context, we are blitz-scaling to be a 9 figure business next ~30 months Im in full founder mode within the company). 

And yes, this photo was before the world of logistics aged me like fine wine.

1. Saying yes to everyone will break you.
Early on, we took any client with a pulse. It nearly killed us. A defined ICP makes everything easier. Sales, ops, support. We ended up firing customers we never should have taken.

2. Hiring before you feel ready is the move.
I waited too long because I was cheap and thought no one could do it better. That stubbornness led to burnout. The right people are not an expense. They are the best investment you can make.

3. Bad revenue is more expensive than no revenue.
Saying no to money that does not fit feels reckless at first. But chasing the wrong deals costs you time, focus, and the clients you actually want.

4. FOMO will cost you more than patience.
I wasted $500K on a sales team because competitors were ramping outbound. The ROI was not there. Content and referrals worked better. Stop reacting to what others are doing.

5. Owning 100% is worth the middle seat.
VCs wanted in. I said no. Now I fly economy while competitors fly private. But every dollar of growth is mine. That discomfort is temporary. Giving away your company is forever.

6. Rest is a growth strategy.
I used to grind 7 days a week and thought I was winning. I was not. Taking Sundays off made me sharper on Monday. Exhausted founders make expensive mistakes.

7. Admitting what you do not know builds trust faster than pretending.
I lost clients early on because I faked expertise. The ones who came back did so because I started saying "I don't know, but I'll figure it out."

8. Your team is everything.
A players hire A players. B players hire C players. The minute you compromise on talent is the minute you start failing.

9. Show up in person.
A $400 economy flight turned into a $2.4M contract. Emails do not close deals like handshakes do. Get on planes. 

Most of these I learned the hard way. Hopefully you do not have to.

What lesson hit you hardest in your twenties?

Blair Forrest 

I need to hire 100+ people in 2026.

Not because we're chasing growth for growth's sake. Because the demand for AMZ Prep® is insane right now.

We're watching two massive shifts collide:

1. Ecommerce is exploding faster than brands can operationally keep up.

Order volumes are up. SKU counts are up. Customer expectations are up. But most brands still run ops like it's 2019. Small teams. Manual processes. Systems held together with duct tape and spreadsheets.

They can't scale fast enough to match their own growth.

2. Companies are finally ditching in-house ops for outsourced fulfillment.

For years, brands held onto their warehouses like it was a competitive advantage. Now they're realizing it's a liability. The math doesn't work. The headaches don't stop. And every hour spent on logistics is an hour not spent on product, marketing, or customers.

So they're handing it off.

These two trends are feeding each other. More brands need help. Fewer want to build it themselves.

That's why we're hiring. Warehouse staff. Ops managers. Account leads. People who want to build something real in a space most people overlook.

If you're looking for work or know someone who is, DM me or drop a comment.

We're just getting started.

We are hiring a senior copy writer who has built newsletters in the past. 

DM me if you know someone!

Most brands default to UPS or FedEx without thinking twice.

We had a client shipping heavy goods to the Midwest. Their national carrier rates were eating into margins. Every shipment felt like a slow bleed.

We ran the numbers on a regional carrier for that specific zone.

20-30% cheaper. Same delivery windows. Sometimes faster.

The difference wasn't service quality. It was geography.

National carriers price for nationwide coverage. You're paying for infrastructure you don't use. Regional carriers specialize in specific lanes. Their trucks are already running those routes.

Where this works:

- Zone 2-4 shipments where regionals dominate
- Heavy or oversized freight where national surcharges stack up
- Consistent volume to specific regions

Where it doesn't:

- Scattered, low-volume shipments across the country
- Time-sensitive orders where tracking integration matters
- Brands without the ops bandwidth to manage multiple carriers

The brands saving the most aren't loyal to one carrier. They're running a blended network. National for reach. Regional for margin.

If you're shipping 500+ orders a month to concentrated zones and haven't tested a regional carrier, you're probably leaving money on the table.

What's your current carrier mix look like?

2 years with Arishekar N on the team. 

When he joined, we were figuring out how to tell our story. Now we have a brand people actually recognize.

He's built our marketing from the ground up and our entire India operations. The content, the campaigns, the positioning. All of it runs through him. And he does it without needing constant direction. He sees what needs to happen and makes it happen.

That's rare.

The best people don't just execute. They take ownership. Ari treats our marketing like it's his own company. That mindset is why we've grown the way we have.

Two years in and he's just getting started.

Grateful to have him.

And no, you can't recruit him.

Congrats Ari! We’re lucky to have you growing the business.

Uncomfortable reality:

The cheapest 3PL is usually the most expensive.

Most brands shop for fulfillment partners by comparing rate cards. Pallet-in, pallet-out. Pick and pack fees. Storage costs.

They pick the lowest number and call it a win.

Then the invoices start coming.

Here is what you can do about it:

1. Ask about chargebacks.
Who owns accountability when a retailer issues one? A mislabeled case or missed appointment can cost $100K. If they dodge this question, that is your answer.

2. Get real on-time fulfillment numbers.
Not the number on their sales deck. Ask for merchant references. Call them. One missed delivery window can damage a retail relationship that took years to build.

3. Check their integration capabilities.
SPS Commerce. EDI. Your ERP. If they fumble this answer, expect manual work and errors. Clean integrations prevent chargebacks.

4. Ask where their clients have been burned.
The best partners will tell you honestly. The wrong ones will pretend it never happens.

5. Look at retailer compliance.
Every retailer has different requirements. If they cannot walk you through how they handle Target vs. Walmart vs. Costco, that is a red flag.

The rate card is the last thing you should compare.

Execution gaps and hidden fees will eat the savings you thought you were getting.

What is the biggest surprise you have found on a 3PL invoice?

Tough news out of Quiet Logistics today going under

If you were impacted by this, we are hiring 20+ roles at AMZ Prep®

Any time a logistics business restructures, it is the operators, account managers, warehouse teams, and support staff who feel it first 

If you were impacted or know someone who was, we are actively hiring across sales, client experience, and operations right now and I want to help 

Dozens of roles. Real work. Fast moving teams (and BIG impact)

Logistics talent is hard to find and even harder to replace. 

If you care about execution, ownership, and building something meaningful, there is a seat at the table

DM me or comment and I will connect you with the right person 

$5000 bonus if we hire someone you introduce 

Like and share this post for reach and find someone find their next home

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Making logistics sexy for modern brands

Amazon Seller Central has free tools most sellers never touch.

I talk to brands every week who pay thousands for data they could pull themselves.

Here's what's sitting in your account right now:

Brand Analytics
Search frequency rank, top clicked ASINs, conversion share. This tells you exactly what customers search for and who's winning those clicks. Most brands never open it.

Search Query Performance
Shows your impressions, clicks, and purchases for every search term. You can see where you're losing customers in the funnel. Free if you're brand registered.

Inventory Performance Index
Amazon scores your inventory health. If you're not tracking this, you're probably paying excess storage fees without knowing why.

Voice of the Customer
Aggregates negative feedback and return reasons. Instead of guessing why products come back, the data is right there.

Manage Your Experiments
A/B test your titles, images, and bullet points. Amazon will tell you which version converts better. Most sellers just guess and hope.

The brands that win on Amazon aren't guessing. They're using the data Amazon already gives them.

If you're paying for third-party tools before maxing out Seller Central, you're leaving money on the table.

What's the most underrated Seller Central feature you actually use?

Every founder has a breaking point.

I hit mine about a year into building the company.

I was doing sales, ops, customer support, warehouse visits, and still answering emails at midnight. I told myself it was temporary. That I just needed to push through.

The work kept expanding.
I kept shrinking.

I stopped being sharp in meetings.
Started making small mistakes that cost us time.
What I was building began to feel like something I was surviving.

So I made two changes.

First, I hired.
Not when it felt comfortable.
Before that.

I brought in someone to own operations so I could stop being the bottleneck on every decision. It felt risky. It was necessary.

Second, I changed how I worked.

I stopped measuring effort by hours and started measuring it by output.
Fewer late nights.
More focused mornings.

I built structure around the chaos instead of reacting to it.

The company didn’t slow down.
It sped up.

A founder running on empty isn’t a competitive advantage.
It’s a liability.

The breaking point isn’t failure.
It’s a signal.

The founders who scale are the ones who listen to it and adjust.

Shipping from the wrong warehouse kills margins.

Most sellers think fulfillment is about speed. It's not. It's about placement.

If your inventory is sitting in one location and you're shipping coast to coast, you're paying for zones you don't need to touch. Every extra zone adds cost. Every unnecessary mile eats into margin.

The fix is simple but most brands skip it.

Position inventory closer to where your customers actually are. Use multiple locations if volume justifies it. Cut the distance, cut the cost.

For Seller Fulfilled Prime, this matters even more.

Amazon measures delivery impressions. If customers don't see fast delivery promises on your listing, you fail the trial before shipping a single order. Strategic placement is how you hit those thresholds without paying for overnight labels on every package.

And if you need Saturday delivery for SFP compliance, that's another reason to think about where inventory lives. Not every warehouse offers weekend coverage.

What smart placement actually delivers:
• Lower transportation costs per order
• Faster delivery without premium shipping
• Margins that don't shrink with every sale

This isn't complicated. But it requires looking at your fulfillment network as a strategy, not just a checkbox.

Where are your highest-volume SKUs sitting right now?

One of our client: A major chocolate brand got hit with cross-border tariffs, and within days they were scrambling to keep orders moving.

They flew down to our cold-chain facility because they didn’t have time for long planning cycles or perfect onboarding.

We set up operations within 24 hours, started fulfilling immediately, and within forty-eight hours were shipping thousands of orders a week, knowing it wouldn’t be clean but deciding speed mattered more in that moment.

You can’t polish stuff in a emergency.

Onboarding that fast is never ideal, there are always gaps, questions, and things you fix on the fly. 

But showing up like an extension of their team was the only option to stop the fire.

Most trust I’ve seen is earned when things break and you still deliver.

Everyone thinks going viral is the ultimate LinkedIn win.

I think that’s wrong.

I’ve had posts break 100K impressions. It felt great for about a day.

Then I looked at who was engaging:
Random accounts.
People outside my industry.
Followers who would never buy, refer, or collaborate.

Vanity metrics.
Zero business impact.

Here’s what experience taught me:

- Virality attracts the wrong audience
The algorithm rewards engagement, not relevance.
Posts that “blow up” usually resonate with everyone except the people who matter to your business.

- Niche authority beats mass reach
The creator with 5,000 followers in a tight niche will out-earn the one with 50,000 random followers every time.
Depth beats width.

- 100 decision-makers > 100,000 likes
One comment from the right person is worth more than thousands of reactions from people who won’t remember your name tomorrow.

The goal isn’t to be seen by everyone.
It’s to be known by the right people.

I’d rather get 50 likes from founders, operators, and buyers in my space
than 5,000 likes from people who will never convert.

Reach is easy to measure.
Relevance isn’t.

Chase relevance.
Authority compounds.

I used to struggle with imposter syndrome.

Every win felt like luck.
Every conversation felt like a test I might fail.
I used to feel like I didn’t belong in every room I entered.

Here’s what actually helped:

1. It never fully goes away.
I stopped waiting to feel ready. The feeling doesn’t disappear at milestones. It just shows up again in bigger rooms. Accepting that made it easier to move anyway.

2. Action builds confidence, not the other way around.
I thought I needed confidence before acting. I was wrong.
Confidence came from repetition. From speaking up before I felt qualified. From doing the work while unsure.

3. Most people are operating in uncertainty too.
The people who look composed haven’t figured it out.
They’ve just learned to function without certainty.
That stopped me comparing my insides to everyone else’s outsides.

Most people think imposter syndrome fades when you achieve more.

It doesn’t.

You just stop letting it decide what you do.

Feeling like you don’t belong is often the signal you’re exactly where you should be.

I didn’t get confident on camera.
I got reps.

My first videos were painful.
Stiff delivery.
Awkward pauses.
Watching them back made me cringe.

I posted anyway.

Not because I felt ready.
Because I knew the only way out was through.

Here’s the actual formula:
• Post while it feels awkward
• Share before it’s polished
• Let the cringe phase burn off

Most people wait until they feel confident.
That’s the trap.

Confidence doesn’t come from preparation.
It comes from exposure.

I’ve watched founders with great ideas stay invisible for years,
waiting for the “right time” to start posting.

Meanwhile, the ones winning on camera aren’t more talented.
They just started earlier.
And kept going.

Here’s the uncomfortable truth:
Your first 50 posts will be bad.
Maybe your first 100.

That’s not failure.
That’s the price of entry.

Every creator you admire has a graveyard of content they hope no one scrolls far enough to find.

The difference?
They didn’t stop.

Confidence isn’t talent.
It’s surviving your early posts.

If it feels too early,
too rough,
too uncomfortable,
that’s usually your cue to hit publish.

Every day your inventory sits in transit is a day you are not selling.

Most brands treat Amazon inbound as an ops task.
Something the warehouse handles.
A box to check.

That’s the wrong frame.

Inbound speed is revenue infrastructure.

Here’s what slow inbound actually costs you:

1. Lost sales velocity
Amazon rewards products that sell consistently.
When you stock out or run low, rankings drop.
Competitors take your spot.
Rebuilding momentum costs more than maintaining it.

2. Wasted ad spend
Running PPC while inventory is about to run out means you are paying to send traffic to a listing that cannot convert.
Or worse, to a competitor’s offer.

3. Margin compression
Rush shipments to plug gaps.
Expedited freight because planning slipped.
Premium fees to recover ranking.
All preventable. All expensive.

The brands winning on Amazon are not just optimizing listings.
They are optimizing their inbound pipeline.

That means:
- Forecasting demand before things get tight
- Building buffer time into replenishment cycles
- Treating inbound speed as a KPI, not an afterthought

Your ops team may own the process.
But this is a finance conversation.

Because every day of delay has a dollar value attached to it.

Inbound is not logistics.
It is revenue protection.

If you sell on TikTok Shop in the US, fulfillment is about to change.

Seller-managed shipping will no longer be allowed (urgent)👇 

From March 31, all US local sellers must fulfill orders using TikTok Shop Logistics Services. 

Seller-managed shipping will no longer be allowed. 

Basically, you have to use their shipping labels now and can't use your own. 

and NO you don't need to use TikTok fulfillment services (hearing a lot of love / hate here on brands experience so far). 

Currently, ShipHero is one of the only US-based WMS that meets TikTok Shop’s new label requirements (we use them across a few facilities and only great things to say)

TikTok has confirmed integrations with a few ERP and shipping platforms, but for US warehouse fulfillment, ShipHero is one of the only options available (a few other also listed in image below) 

If you sell on TikTok Shop in the US, be aware of this change. Even if you’re not affected yet, the rollout is quick, and enforcement is coming.

I would not be surprised if we see more marketplaces tighten control over carrier accounts and shipping labels over time.

Curious what you think....

Could you see Amazon or other marketplaces forcing sellers onto marketplace controlled carrier accounts only with their own labels?

Stop apologizing for wanting a big life.

Wanting to build something real. Wanting to make real money. Wanting to have actual impact.

None of that is something to be embarrassed about.

But you will meet people who try to make you feel like it is.

They will call it unrealistic. They will call it selfish. They will suggest you should be happy with less.

What they are really saying is that your ambition makes them uncomfortable. It forces them to confront their own choices.

Small thinkers will always try to guilt you into playing small.

I have seen this pattern over and over. The people who question your goals the loudest are usually the ones who gave up on theirs.

They are not protecting you. They are protecting themselves.

The founders I respect most learned to tune this out early. They stopped asking for permission. They stopped shrinking their vision to make others comfortable.

They built anyway.

That does not mean being reckless or ignoring good advice. It means knowing the difference between wisdom and fear dressed up as concern.

You do not owe anyone a smaller version of what you want.

Ignore them. Build the life you actually want.

What is one thing you stopped apologizing for?

Fulfillment looks simple from the outside.

Product comes in. Product goes out. How hard can it be?

Then you actually run a fulfillment operation and realize there are dozens of moving pieces most brands never see.

The stack behind "ship my stuff":

1. Receiving and intake
Every inbound shipment needs to be checked, counted, and logged. Damaged units get flagged. Discrepancies get documented. One missed pallet throws off inventory for weeks.

2. Storage and slotting
Where you put product matters. Fast movers need to be accessible. Slow movers get pushed back. Bad slotting kills pick efficiency and adds labor cost to every order.

3. Inventory management
Real-time accuracy across multiple channels. Oversell on Amazon and your account health tanks. Oversell on Shopify and you are refunding customers and eating shipping costs.

4. Pick, pack, and ship
This is the part brands think about. But even here, the details matter. Box size selection, dunnage, label placement, carrier routing. Get it wrong and you are paying for air or dealing with damage claims.

5. Amazon inbound
A category of its own. Prep requirements, labeling standards, appointment scheduling, placement fees, check-in speed. Most brands have no idea how much margin they lose here.

6. Returns processing
Product comes back. Now what? Inspect, restock, dispose, or liquidate. Every return is a decision tree that affects margin.

7. Data and reporting
If you cannot see what is happening in real time, you are guessing. Inventory levels, order accuracy, transit times, cost per order. The brands that win are the ones measuring everything.

Each layer has failure points. Each failure point has a cost.

The brands that treat fulfillment as "just shipping" are the ones bleeding margin without knowing where it is going.

What part of your fulfillment stack keeps you up at night?

What if someone offered you $1,000 a day to sit in a room filled with people who hate your product?

Would you do it?

What if they added:

"They'll tell you exactly why they don't buy.
Exactly what's broken.
Exactly what would make them say yes."

Most founders would run. The sharpest founders would grab a pen.

That room exists. It's called talking to the people who didn't convert.

The ones who visited your site and bounced. The ones who got on a sales call and went silent. The ones who tried your product once and never came back.

They're not just "haters." They're the clearest roadmap you're ignoring.

Your happy customers confirm what's working. Your unhappy ones expose what's missing.

Companies often survey their fans. The ones who win seek out their critics.

The feedback that hurts is often the feedback you need.

When's the last time you sat in that room?

I’m hiring 3 sales leaders so If you’ve sold warehouse software, logistics SaaS, or any SaaS product to 3PLs (or know someone who has), read this:

We’ve been quietly building a very specific product for operators who actually run warehouses. 

Just so we are clear on who we are hiring:

Weapon (noun): An obsessed individual who, when brought onto a company, has the ability to 10x their area; goes above and beyond to fulfill the mission, hire more weapons, and elevate the culture and speed of innovation

Now we’re assembling the dream team to take it to market.

Who this is for:
 - You’ve sold SaaS to 3PLs, warehouses, or logistics operators
 - You understand messy ops, integrations, and longer sales cycles

This is one of those rare moments where product, timing, and market are finally aligned.

If you’ve lived in the 3PL SaaS world in a past life and want to do the best work of your career, this is it.

DM ME!

LinkedIn Growth Hacker✌️ ||Believe in Smart work💥 || Content Creator🖋️|| Believe in Opportunities💫|| Adding a little spark✨

LinkedIn Growth Hacker | Brand Builder | Marketer | ML Engineer | Public Speaker | Featured at Times Square

Most LinkedIn profiles get views. Few get growth.

I help creators, professionals, and brands turn their LinkedIn presence into a growth engine, attracting visibility, opportunities, and authority.

Many people have incredible skills or products, but their profiles don’t reflect their value. I change that.

I’ve scaled my own LinkedIn to 130,000+ followers, not with luck, trends, or gimmicks, but with a proven system of growth-focused content, strategic branding, and audience-first engagement.

Now, I help others do the same. My focus is on amplifying your authority, building a strong personal brand, and growing your audience, so you become the go-to name in your niche.

What I do:

✅ LinkedIn Growth Strategy 
✅ Content Creation & Branding 
✅ Brand Collaborations & Campaigns 
✅ Profile Optimization

If you want to scale your LinkedIn, grow your influence, and turn your brand into a visible authority, let’s connect.

➡️ DM me or email: v.toshniwal2828@gmail.com

Always open to meaningful conversations, collaborations, and opportunities in AI, ML, and tech-driven products.

Currently seeking Tech / Machine Learning Engineer opportunities.

Vidhi Toshniwal

Your neighbour wants you to fail.
Your relative wants you to earn less.
Your boss doesn’t want you to grow.

Because your growth disrupts their balance.

So they’ll say:
“Wait.”
“Be realistic.”

Ignore the noise.

➡️ Do what you love
➡️ Upskill yourself
➡️ Ask for referrals
➡️ Follow up

There is no one fixed formula.

If you’re growing, don’t be ashamed.

Be relentless.
Keep knocking.
Someone will answer.

You’ve survived harder phases than this.

Let’s win this one too ❤️

From a cold email to a $4B AI company, yes really! 

Synthesia has now raised $200M in Series E at a $4B valuation.

It all started as a tiny AI video startup and 100+ investor rejections.

When they were almost done, one bold move changed everything: a cold email to Mark Cuban.

He replied in 5 minutes, "Intrested"
After 13 hours of conversation, he committed $1M.

Fast forward 9 years: that same company, Synthesia, just raised $200M and is redefining how work learns.

Work is changing.
Learning is changing.
And companies can’t rely on static PDFs and training decks anymore.

We’re moving toward:

➡️ AI-powered video
➡️ Conversational AI agents
➡️ Real-time, contextual learning at work

Upskilling is no longer optional.
It’s a board-level priority.

Synthesia didn’t just build AI videos.

They’re helping redefine how knowledge moves inside companies.

This isn’t just a funding round.
It’s a bet on how companies learn next.

Big signal for where AI at work is heading.

#synthesia

Synthesia

I didn’t realise how many AI subscriptions I was paying for
until I tried cancelling them one by one.

I was already using way too many AI tools.
One for writing. One for images. One for videos. One for apps. One for dashboards.

At some point, I realised I was spending more time organising tools than doing real work.

Then I came across Abacus AI Deep Agent.

I watched it build an app from scratch in a few minutes.
Frontend, backend, database, logic -  everything came together on its own.

That was the first time I felt like I wasn’t “using a tool”,
I was just explaining what I wanted and watching it happen.

👉 http://deepagent.abacus.ai

Some things that stood out:

➡️ You can build full apps from one prompt
Web apps, internal tools, dashboards, and now even mobile apps.
You describe the idea, it handles the structure, backend, and data

➡️ Websites and SaaS in one flow
Landing pages, logins, payments, storage - all built together.

➡️ You can recreate complex products just by explaining them
No specs or diagrams. Just describe how it should work.

➡️ These are proper tools
CRMs, Notion-style systems, HR software, founder tools.

➡️ Micro-SaaS feels way more approachable
Ideas that felt “too much effort” suddenly feel worth trying.

➡️ Games and interactive tools show up instantly
Sudoku, simulations, small utilities.

➡️ Reports, decks, and dashboards
Upload data and get visuals and insights without setting everything up.

➡️ ChatLLM is built in
So you’re working with text, PDFs, images, videos, and code in one place.

It just changes how you think about building things.

Instead of planning for weeks,
You can actually try ideas and see where they go.

👉 Abacus AI Deep Agent
http://deepagent.abacus.ai

#ai #tech

Listening to music at full volume feels harmless.
Even powerful.
Like you’re in your own world.

But your ears are paying a price you don’t feel today.

Sign up for more health & wellness insights 👇
https://lnkd.in/evZpbd9E

Inside your inner ear are tiny hair cells.
Every loud beat makes them vibrate harder than they’re designed to.

Day after day.
Hour after hour.

They wear out.
And here’s the brutal part:

Once those cells die,
they never come back.

That’s how permanent hearing loss begins.
Quietly.
Silently.
Without warning.

Push it long enough and tinnitus follows,
a constant ringing that doesn’t switch off.
Ever.

No notification. No reset button.

Some damage doesn’t announce itself in pain.
It shows up later as regret.

Protect what you won’t get back.

Sign up for more health & wellness insights 👇
https://lnkd.in/evZpbd9E

I watched an AI agent build a production-ready app in minutes.

Frontend. Backend. Database. Logic.
Everything is connected and actually working.

Not a demo. Not a mockup. A real app you could ship.

This is Abacus AI Deep Agent an AI agent that works like a full engineering + execution team.

👉 http://deepagent.abacus.ai

Here’s what really stood out:

➡️ End-to-end apps from one prompt
UI, backend, databases, forms stitched together into something you can actually deploy.
And now mobile apps too. You can build and publish full mobile apps with Deep Agent just by describing what you want in a single prompt.

➡️ Websites and SaaS built in one flow
Landing pages, login systems, payments, and data storage - created together, not pieced apart.

➡️ Complex products recreated just by explaining them
You describe how it should look and work.
Deep Agent figures out the structure and builds it.

➡️ These are proper products
CRMs, internal tools, Notion-style systems, HR software made for real usage, not demos.

➡️ Micro-SaaS suddenly feels practical
Resume tools, niche utilities, lead magnets ideas that used to take months now feel achievable fast.

➡️ Apps and games appear instantly
Sudoku, Conway’s Game of Life, and interactive tools, ready to use as soon as they’re generated.

➡️ AI apps built around specific roles
Founder assistants, research helpers, and domain-specific AI tools.

➡️ Reports, decks, and research on demand
Charts, visuals, and structured insights put together in minutes.

➡️ Spreadsheets turned into dashboards
Upload Excel or CSV files and get metrics, explanations, and visuals automatically.

➡️ ChatLLM comes built in
Work with text, PDFs, images, videos, and code in the same place.
For founders, this changes how fast ideas can be tested.

For teams, it changes how work gets distributed.

Worth paying attention to.
👉 Abacus AI Deep Agent

 http://deepagent.abacus.ai

#ai #tech

I cancelled my $20 ChatGPT Subscription
and started using an All-in-one AI tool that's much better! because… my work didn’t fit in one place anymore.

I’d write in one place.
Generate images in another.
Make videos somewhere else.
Create presentations in another.
Build apps or prototypes in a different tab.

By the time I finished one task, I had 6–7 tabs open.

Then someone introduced me to ChatLLM by Abacus AI, and my whole workflow moved into one place.
👉 https://lnkd.in/gdrpgQnC

Here’s what made the switch stick:

1. ONE SINGLE PLACE FOR ALL AI MODELS
ChatLLM lets me switch between GPT-5.2, Claude 4.5, Gemini 3 Pro, Grok 4.1 Fast, DeepSeek, LLaMA, and more without breaking flow.

2. IMAGES & VIDEOS, WITHOUT JUMPING TOOLS
No more opening separate platforms.
Nano Banana Pro, GPT Image 1.5, Seedream 4.5, Ideogram for images.
Sora 2, VEO 3.1, Kling AI v2.6, Runway, Luma for videos.

3. FULL-STACK APPS, WEBSITES & SAAS
I describe what I want and actually see it live.
Layouts, colors, and copy are edited normally, like working with a real designer.

4. PROFESSIONAL PRESENTATIONS, INSTANTLY
Simple ideas turn into clean decks with researched content, graphs, and charts.

5. A PERSONAL AI ASSISTANT THAT WORKS IN THE BACKGROUND
Searches and tasks keep running even when I’m offline -  you come back to progress.

6. TALKING TO PDFS INSTEAD OF READING THEM
Upload a file, ask questions, get clean notes and summaries.

7. MAKING AI WRITING SOUND NORMAL
Write → click “Humanize” → choose a tone.
The output actually sounds usable.

8. REAL-TIME WEB SEARCH
Answers with sources, images, and videos - more research, less guessing.

9. ABACUS AI DEEP AGENT FOR BIGGER BUILDS
Web apps, technical reports, dashboards, micro-SaaS, workflows, websites, and now mobile apps too, built from simple prompts.

10. AN AI CODE EDITOR THAT ACTUALLY HELPS
Write, run, debug, and improve code inside Abacus AI Desktop, with proper vibe coding without the chaos.

It stopped feeling like “using AI tools.”
And started feeling like working inside an AI workspace.

If you’re paying for multiple AI subscriptions right now,
This might clean up your whole setup.
👉 https://lnkd.in/gdrpgQnC

#ai #tech

This morning, a newspaper made me pause.

Just two photos. Side by side.
No labels. No explanations.

And now we know why.

It’s the newly launched REDMI Note 15.

What stood out to me about this launch:

➡️ No exaggerated claims. Just a camera comparison.

➡️ Confidence over noise. Letting real images speak first.

➡️ Bold timing. Most brands wait for reviews, REDMI invited judgment on day one.

➡️ Familiar REDMI Note DNA. Disruptive, direct, and unafraid of comparisons.

After following the Note series for years, this approach feels intentional, and refreshing.

If details matter to you, this is your camera.

No shortcuts. Just 108 million pixels mastering your moments.

Blind test photos on print? This is such a cool way to launch a smartphone. 😎

I met someone at a cafe last week.

A few days later, I couldn’t remember their last name.

And that’s when I realized something:
We meet too many people…
and remember too little.

That’s where ConnectMachine feels different.

Instead of asking me to “post more” or “stay active,”
it quietly does the remembering for me.

It knows:

➡️ who I met
➡️ where I met them
➡️ when it happened
➡️ and why the connection mattered

I don’t carry one digital identity anymore.

I share different cards for different contexts, 
founder, collaborator, private circle.

No oversharing. 
No awkward follow-ups.

When I want clarity, I just ask:

“Who are the founders in my network?”
“Who did I meet at that conference last month?”

No scrolling. No searching. 
Just answers.

Conversations stay private.

Only silent alerts, encrypted channels, and control.

Sometimes the exchange is a QR.
Sometimes AirDrop.
Sometimes straight from the lock screen.

It’s fast. It’s precise.

ConnectMachine isn’t trying to make networking louder.
It’s making it intentional.

👉 If you believe networking should be quiet but powerful,
take a look at ConnectMachine.

https://lnkd.in/gnmCvhvQ

Ananya Panday’s confidence in this film really stayed with me.

It felt thoughtful, not impulsive, and it made me reflect on my own hair care habits.

We often hydrate hair without thinking if we are even using the right ingredients ?
TRESemmé Hydra Matrix is infused with Polyglutamic Acid (PGA), an ingredient that is naturally biocompatible with hair, not borrowed from skincare.

That distinction changed my mindset.

Hydration should protect hair health over time, not just make it look good for the moment.

#TRESemmeHydraMatrix

Maharashtra just sent a strong signal to the world.

₹30 lakh crore in MoUs at Davos 2026.
Another ₹10 lakh crore already in advanced talks.

This isn’t hype.
This is execution at scale.

83% of these agreements are pure FDI from 18 countries, a clear vote of confidence in India’s most industrialized state.

A projected 40 lakh jobs.
And a rare 75% MoU-to-project conversion rate.

What stands out is not just the number, but the direction 👇

➡️ AI, Quantum Computing, Green Steel, Data Centers

➡️ Health, Fintech, Food Processing

➡️ India’s first Innovation City near Mumbai

➡️ A bold Circular Economy model to process 100% of urban waste

➡️ Balanced regional growth, from MMR to Vidarbha, Marathwada, and North Maharashtra

Global giants like Tata, Reliance, Adani, Volkswagen, Bosch, Brookfield and many more are not “exploring” anymore, they are committing.

This is how economic leadership is built:

Vision + Infrastructure + Global trust + Local impact.

Maharashtra isn’t just attracting capital.

It’s designing the future of India’s growth. 🇮🇳

This ad didn’t feel like an ad.

It felt like someone saying,
“Stop babying your phone.”

We’ve all done it.
Skipped the rain photo.
Stayed back at the beach.
Put the phone away because it felt too risky.

This one flips that habit.

No fancy setup.
No perfect phone shots.
Just showing a phone that can handle real moments, and capture them.

The camera shows up.
The durability doesn’t hide.

Quiet, confident, very REDMI Note.

You don’t feel sold to.
You just feel a little less careful.

#REDMINote15ProSeries #SimplyBetter #200MasterPixelCamera

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The Battle

Blair Forrest

Vidhi Toshniwal

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The Battle

Blair Forrest

Vidhi Toshniwal

Followers

Posts

Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Blair Forrest's LinkedIn Performance

Performance ScoreVidhi Toshniwal's LinkedIn Performance

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Performance ScoreBlair Forrest's LinkedIn Performance