Krea-2-Realism-LoRA Brings Candid Photorealism to Krea 2

OverviewKrea-2-Realism-LoRA is a Low-Rank Adaptation module trained by gokaygokay that specializes in pushing Krea 2 toward natural, candid, photorealistic imagery of everyday subjects without requiring explicit style keywords like "photorealistic" or "8k DSLR." The...

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I Built a Framework to Keep Coding Agents Disciplined

Coding agents imitate a healthy codebase well but bring no judgment to an empty one — so I built a spec-driven framework to supply the discipline I won't. A postmortem, a pivot, a retrofit test, and whether you actually need any of it. I have a bad habit. I get...

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The Hidden Cost of Overriding Your Trading Plan

In the 1980s, Richard Dennis handed the same trading system to a room of ordinary people. The Turtles. Same entry rules, same exits, same position sizing. Same everything. Their results were not the same. Some turned it into millions. Others barely broke even. Curtis...

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Why London Must Model Density Before Building It

1. Density as Flow: Lessons from the Elizabeth line London is densifying unevenly. The main issue is often not height itself, but how new development begins to function once people move in. In planning documents, density is expressed through dry metrics: the number of...

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Why Cost Per Token Is the Wrong AI Metric

Why Cost Per Token Is the Wrong AI Metric

Cost per token is an infrastructure metric. Cost per successful task is a business metric. Here's the one equation that connects them — and why it flips the model you should deploy. Every model you can call — GPT, Gemini, Claude, Qwen, DeepSeek — is sold on cost per...

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Why Behavioural Data Matters More Than User Feedback

Why Behavioural Data Matters More Than User Feedback

Internally, it felt like momentum. Users were active, the interview feedback sounded positive, and feature requests kept piling up fast enough to create the impression that the market was pulling the product forward. Commercially, very little underneath was...

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I Said One Sentence, and My Agent Did the Rest

My kid said he wanted to do origami.I sent my Agent a single sentence asking it to handle the origami materials. It searched for tutorials on its own, printed out the origami guide along with sheets of paper. Later I wanted a different color, so I told it again, and...

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How Modern Browsers Crop Images Without Uploading Them

Cropping is one of the most common image editing operations.Whether you're updating a profile picture, preparing a product photo, creating a social media post, or trimming a screenshot, cropping helps focus attention on the most important part of an image. For years,...

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