Keeping the Same Character Across AI Generations
Use a character brief, reference images, and controlled changes to work toward consistency across generations, then inspect identity drift in every result.
LocalBanana Blog21 min read
Panel (HoloViz)
292 stories
5 Beginner Photo Editing Tips That Will Transform Your Summer Travel Shots
You spent weeks planning the perfect summer trip. You stood at the edge of a cliff overlooking turquoise water, watched the sun melt into the horizon over a golden beach, and captured what felt like the most beautiful moments of your life through your lens.
Pixlr Blog13 min readOne database for the whole claim: agentic claims on SurrealDB
An AI agent triaging insurance claims needs semantic, graph, and document data. Do it in one SurrealDB database.
SurrealDB Blog12 min readThe 10 Biggest Problems Podcasters Face — and How to Actually Fix Them
Most podcasts don't die of bad content. They die of production friction. Every hour between "recorded" and "published" is an hour that erodes the habit — and the habit is the show.
Mubert Blog12 min readOutperforming Fable 5 at half the price: meet model synthesis, a new server-side tool on DigitalOcean Inference Engine
Model synthesis, a new server-side tool on DigitalOcean Inference Engine, runs a model configuration you can define, tests in parallel, and has a synthesizer model review that output.
DigitalOcean Blog9 min read7 Best aaPanel Alternatives in 2026 (Free & Paid)
We tested 7 aaPanel alternatives for 2026. Compare CtrlOps, CloudPanel, HestiaCP, CyberPanel, Coolify, RunCloud, and Webmin on pricing and deployment.
CtrlOps Blog17 min readAll new bear blog CSS playground
A while back I shared a small tool for styling Bear blogs without wrestling with DevTools overrides: bear.css.observer. I've improved the UI a bit since then. The panel is cleaner, the editor is easier to live with, and the overall flow feels less like a hacked-together demo.
Tinkerfont Blog1 min readCosmetic Product Photography Without a Studio: How to Get Clean, Studio-Quality Results
A cosmetic product can look premium on a bathroom shelf and surprisingly ordinary in a photograph. The glass bottle that catches light beautifully in person may show the reflection of the entire room on camera. A metallic cap may turn into a bright white patch.
Adject Blog19 min readOne Agent, an Assembly Line, or Agent + Editor? We Built the Same AI Agent 3 Ways
Does architecture matter more than model choice? We built the same Reddit-posting agent three different ways, ran 8 model mixes through a 14-criteria AI judge panel, and the most expensive configuration lost twice. Here is the full scoreboard.
Evaligo Blog3 min readScale Faster with Managed Weaviate: Now in Public Preview on DigitalOcean
Managed Weaviate is now in public preview on DigitalOcean, offering an easy way for developers to run Weaviate in production, at a price that makes sense from day one.
DigitalOcean Blog4 min readTop Startup Chrome Extension Ideas for 2026
Discover the top startup Chrome extension ideas for 2026 that can elevate your SaaS product and streamline workflows for entrepreneurs and developers alike.
PlugThis Blog30 min readFairlight Live 1.0!
Fairlight Live final release now available! A new, powerful audio mixer designed for broadcast and live events. It supports thousands of audio channels, has full redundancy, built-in effects, third-party plug-ins and more! Learn more at https://bmd.link/dhL7Nc
Davinci Resolve Blog16 min read7 Best Termius Alternatives for Mac in 2026 (Tested)
We tested 7 Termius alternatives on macOS. Compare CtrlOps, iTerm2, Warp, Tabby, Royal TSX, WindTerm, and Core Shell - pricing, AI, and local storage.
CtrlOps Blog32 min readNotes from building Tinkerfont
Your browser does not support the video tag. I'm a generalist. I design, I code, I end up in a lot of places where typography matters but isn't really the job. Reviewing a client's staging site. Onboarding to a codebase I didn't write.
Tinkerfont Blog3 min readHow to Test an AI Support Agent Before You Let It Talk to Customers
A practical pre-launch QA playbook for AI customer support agents: how to build a scenario bank from real tickets, test grounding and the 'I don't know' path, run adversarial checks, and turn evaluation into a regression suite instead of a one-time demo.
Owlish Blog12 min readHow long does an AI citation last?
Ask AI the same question twice and it rarely cites the same sources. In Parse's 82-day panel, about half of a query's citations were gone by the next run, but the survivors, mostly Wikipedia and Reddit, kept getting cited for weeks. AI citation life is bimodal.
Parse Blog8 min readHow many brands does a typical AI answer actually name?
AI almost never names one brand. Across Parse's panel, the typical brand-naming answer on ChatGPT Search and Google AI Mode lists a median of five distinct brands, and fewer than one in twenty names a single brand. The real contest is making a shortlist of about five.
Parse Blog7 min readHow AI picks a winner in a head-to-head: most of the time, it doesn't
Parse analyzed 185,723 head-to-head brand comparisons AI made across four engines. When AI weighs two brands on two dimensions, the winner differs by dimension half the time (50.7%); on three or more, 73%. There is rarely one winner, only a winner per axis.
Parse Blog8 min read
Showing 234 of 292 stories
Load more storiesAiByts Weekly Brief
Get the top AI news and tools straight to your inbox every week.
Weekly · AI news
Join 15,000+ AI enthusiasts