News

Churn Isn’t One Problem—It’s Four

Learn how to bucket churn (payments, persona, time-to-value, happy exits) and fix it in the right order to boost LTV fast.

FLUX.2 klein Trainer (Edit): Fine-Tune LoRAs on a Lean 4B Base

Learn how flux-2-klein-9b-base-trainer/edit helps teams train editing-focused LoRAs on the efficient FLUX.2 klein base model for c...

D-Tier to S-Tier: A Practical Ladder for Design Responsibility

In the world of product and game design, 'seniority' is a vague term. Is it about tool proficiency? Or is it something more abstra...

Turn Silent Footage Into “Finished” Video: A Quick Guide to fal-ai’s LTX-2 Exten...

A simplified guide to fal-ai’s ltx-2-19b/distilled/extend-video—generate synchronized audio for existing video with lower compute...

Generate Multi-Angle Product Photos at Scale With a 96-Pose Camera LoRA

Beware the Real-Time Trap: Your Fresh Data Could Be Slowing Down Your Dashboards

"Speed" in data engineering is a trade-off, not a single metric. To build effective systems, you must distinguish between two comp...

Turn Any Image Into Anything (Fast): A Guide to PrunaAI’s z-image-turbo-img2img

z-image-turbo-img2img makes image iteration fast: prompt an edit, tune strength, pick steps, set a seed, and export PNG/JPG/WebP.

Alibaba’s ControlNet Upgrade: Z-Image-Turbo 2.0 Explained

Want diffusion that follows your layout? Learn Z-Image-Turbo-Fun ControlNet Union 2.0—multi-control inputs, faster inference, bett...

Teaching AI to Debug Might Beat Teaching It to Remember

A new AI framework shows why treating skills as debuggable programs—not neural parameters—lets agents learn continuously without f...

AI Finally Learned That Movies Need Audio Too

AI video generation has solved visuals—but sound has lagged behind.

The Physics Simulation Problem That More Compute Can’t Fix

Physics simulations don’t just get slower as resolution increases—they break.

When "Good Enough" UX Becomes the Most Expensive Decision You'll Ever Make

UX debt is the problem when users adapt to bad design, not the problem itself. UX debt erodes trust until users quietly leave for...