How I Built a Batch System That Processed 500 Product Shots in One Afternoon

How I Built a Batch System That Processed 500 Product Shots in One Afternoon

The Day I Stopped Doing It the Slow Way It was a Saturday in October, two years into running my own post-production consultancy. A mid-size e-commerce client had sent over 500 product images, all shot on white, all needing the same treatment: levels correction, a sharpening pass, resize to 2000x2000 pixels at 72 DPI, save as JPEG at quality 8, export to a delivery folder. Straightforward work. The kind of thing that feels fast until you’re doing it for the four hundredth time and your wrist has started to ache.

What CLUTs Actually Do to Your Pixels (And Why Your Color Grades Keep Falling Apart)

What CLUTs Actually Do to Your Pixels (And Why Your Color Grades Keep Falling Apart)

Last spring I was onboarding a new e-commerce client, a mid-size apparel brand, and their in-house retoucher handed me a folder of 300 product images that had already been “color graded.” Every single one looked different. Same white background, same product line, same photographer. Three hundred shots, and the whites ranged from warm cream to cool blue-grey depending on which mood the retoucher had been in that week. When I asked what process they were using, the answer was: adjustment layers, applied manually, by eye, one image at a time.

How to Use Photoshop's Vectorscope to Fix Skin Tones Fast (Even When AI Can't Find a Face)

How to Use Photoshop's Vectorscope to Fix Skin Tones Fast (Even When AI Can't Find a Face)

Skin tone correction has always been one of those tasks that eats time proportional to how much you second-guess yourself. You adjust, you compare, you nudge the hue slider, you compare again. If your monitor is slightly warm, or if you’re editing under the fluorescent lights in your office at 2pm versus your dim desk lamp at night, your reference point shifts. I have spent an embarrassing number of hours on corrections that should have taken five minutes, simply because I was trusting my eyes over measurable data.

Photoshop's New Blemish Removal Tool Inside ACR Is Quietly Changing How I Retouch

Photoshop's New Blemish Removal Tool Inside ACR Is Quietly Changing How I Retouch

Skin retouching has always been the part of my post-production pipeline that resisted automation the most. Batch actions handle a lot for me – exposure corrections, sharpening passes, output resizing – but the moment a shot needs cleanup work on skin or clothing, I’ve always had to sit down and do it by hand. For e-commerce clients especially, that adds up. A forty-image apparel shoot with wrinkled fabric and uneven skin tones can eat two hours before I’ve even opened a delivery folder.

How to Build Custom Photoshop Brushes That Actually Work Inside Actions

How to Build Custom Photoshop Brushes That Actually Work Inside Actions

The Problem That Broke My Batch System Last spring I was running a batch action for an e-commerce client, about 300 product shots that needed consistent edge softening applied to composited shadows. The action had worked perfectly for weeks. Then one morning it started producing brushstrokes at wildly inconsistent sizes across different files. Some shadows looked like they were painted with a mop. Others were a single pixel line. The culprit was a custom brush I’d built months earlier without thinking carefully about how it would behave when document resolution changed.

Why Your Photoshop Presets Are Probably Working Against You (And How to Fix That)

Why Your Photoshop Presets Are Probably Working Against You (And How to Fix That)

There’s a file on my desktop called “DO NOT USE - OLD PRESETS GRAVEYARD.” It contains 47 presets I built between 2009 and 2016 that I eventually stopped trusting, each one a small monument to a lesson I learned the hard way. A sharpening preset that looked perfect on my old 27-inch iMac and then destroyed edge detail on every asset I sent to a client’s retoucher in New York. A batch-resize action that worked flawlessly on JPEGs and silently corrupted embedded ICC profiles in TIFFs.

The Plugin Tax: How to Audit What You're Actually Paying For in Your Photoshop Workflow

The Plugin Tax: How to Audit What You're Actually Paying For in Your Photoshop Workflow

Last month I sat down to renew my software subscriptions and realized I was paying for eleven separate Photoshop plugins. Eleven. Some of them I hadn’t opened since the previous winter. I run a post-production consultancy serving ad agencies and e-commerce brands, and somewhere between client deadlines and chasing invoices, my plugin stack had turned into a subscription graveyard. So I did what I do with most problems: I built a spreadsheet, and I got honest.

Photoshop Droplets: The Batch Processing Tool You're Probably Ignoring

Photoshop Droplets: The Batch Processing Tool You're Probably Ignoring

A few years back, I had a Monday morning that I still think about. An e-commerce client needed 500 product images resized, sharpened, and exported to three different specs before end of business. It was the kind of job that makes a less-organized person stare at the ceiling. I had a batch system I’d built the previous weekend, pointed a Droplet at a folder, walked away to get coffee, and came back to 1,500 finished files sitting neatly in color-coded output folders.

Why Your Photoshop Export Settings Are Quietly Killing Your Delivery Speed

Why Your Photoshop Export Settings Are Quietly Killing Your Delivery Speed

There’s a particular kind of frustration that comes from finishing a retouching job and then spending forty minutes exporting it. The creative work is done. The client is waiting. And you’re sitting there clicking through Save for Web dialogs like it’s 2009, manually typing in filenames, second-guessing your JPEG quality slider every single time. I’ve been doing commercial post-production for fifteen years. I’ve processed product shots for e-commerce catalogues, delivered layered comps to ad agencies, and built batch systems for studios running thousands of files a month.

Does Leica Engineering Transform Action Cameras Into Serious Creative Tools?

Does Leica Engineering Transform Action Cameras Into Serious Creative Tools?

When Premium Engineering Meets Action Camera DNA There’s something genuinely fascinating happening at the intersection of heritage camera craftsmanship and modern action camera technology. I’ve been watching this space closely because it directly impacts how we approach color grading and preset development for our workflows. The Insta360 Ace Pro 2 caught my attention precisely because it represents something unusual: an action camera that’s been engineered with what you might call “proper camera” sensibilities.

The Workflow Tools Actually Worth Installing (After 15 Years of Testing Everything)

The Workflow Tools Actually Worth Installing (After 15 Years of Testing Everything)

There’s a specific kind of frustration that hits around hour three of doing the same task manually. I know it well. Early in my career, I spent an entire day cropping and resizing 200 product images by hand, one file at a time, clicking through the same six steps over and over. By 4pm I was practically catatonic. By 4:30, I was learning how to write my first Photoshop action. I haven’t manually repeated a task like that since.

The Workflow Tools That Actually Earn Their Keep (And the Ones I Stopped Using)

The Workflow Tools That Actually Earn Their Keep (And the Ones I Stopped Using)

I learned to script because I spent an entire day doing the same crop-and-resize operation 200 times. Not exaggerating. It was a Tuesday in 2009, I was working in a commercial studio, and by hour six I had developed a genuine personal grievance against the rectangular marquee tool. The next morning I sat down and learned enough JavaScript to build an action sequence that handled the whole job in about four minutes.