Category: Blog

Stable Diffusion ControlNet Not Following Pose Instructions and the Preprocessing Pipeline Fix That Corrected Alignment

In recent months, the world of AI-generated imagery has advanced dramatically, with Stable Diffusion and its partner extension ControlNet leading the way in controllable image generation. Yet, despite their popularity and impressive capabilities, users and developers alike noticed a recurring challenge — ControlNet would frequently fail to follow pose instructions accurately, resulting in misaligned outputs. […]

Fixing Microsoft Surface touchscreen, keyboard, and hardware malfunctions

Microsoft Surface devices blend the portability of a tablet with the power of a laptop, making them a favorite among creative professionals, students, and business users alike. However, like any piece of advanced tech, they are not immune to issues. Over time, Surface owners may encounter problems with touchscreens, keyboards, or other hardware components, leaving […]

Complete guide to choosing the best AI tool for software testing in your QA workflow

Artificial Intelligence (AI) is revolutionizing every aspect of software development, and Quality Assurance (QA) is no exception. By integrating AI tools into your software testing workflow, QA teams can drive faster releases, accurate bug detection, and intelligent test coverage. However, with a growing number of tools available in the market, choosing the best AI solution […]

Why an email deliverability SaaS silently throttled my sends without notice and the multi-ESP failover strategy I built to preserve deliverability

If you’ve ever sent marketing or transactional emails at scale, you’ve likely encountered the mysterious world of email deliverability. It’s a realm where your meticulously crafted messages can suddenly vanish into spam folders or seemingly evaporate altogether. This happened to me recently when my preferred email deliverability SaaS silently throttled my outgoing messages—without any notification […]

How to Sign Up for Genius (Lyrics & Annotation Site)

If you’re passionate about music, lyrics, and understanding the deeper meaning behind songs, joining Genius can be a powerful step. Genius.com is the leading source for song lyrics, musical knowledge, and community-driven annotations. Users can contribute to a vast database of lyrics, participate in discussions, and provide context that brings text to life—whether it’s hip […]

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