Windsurf 2.0 beats VS Code and Cursor at their own game
… If a specific process requires my attention, Windsurf moves it to the Blocked column. I can approve the changes and let the AI handle the rest of the job. …
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I forced Claude to be negative, and it turned out to be positive
… By validating my initial ideas instead of challenging them, I allowed myself to run headfirst down the wrong path, spending hours debugging over-engineered setups that should have been killed in minutes. Polite AI wasn't making me productive; it was just making me feel good. …
Stop obsessing over your GPU's core clock — memory clock matters more for local LLM inference
… Related The best AMD GPU for Local AI performs as well as the RTX 3090 and costs far less AMD already has a worthy candidate for local AI, but most people don't know it Local AI inference is a memory game If you're serious about your local AI models, it's time to focus on your GPU's memory clock in… …
A $30 desk upgrade beats any internal PC component, and I recommend it constantly
… Spending $30 on something small like a monitor light bar or a monitor arm does significantly more for you and your daily experience than an extra 5FPS or a slightly faster RAM timing ever could. …
I used a local LLM to turn my NAS from a storage dump into something actually organized
… I then asked the AI model a broader prompt — What is the best folder name for organizing this file? This prompt works well across file types ranging from invoices to videos. response = ollama.generate model=MODEL, prompt=prompt Before the script moves even a single file, it performs a full dry run. …
I replaced five paid subscriptions with Claude, and none were coding tools
… I wrote an entire article detailing my experience and how I set it up , and I'd highly recommend giving that a read if you're tired of spending on budgeting apps. …
OpenAI wants ChatGPT to read your bank statements — here's what it can actually see
… However, for an AI to have a good idea of someone's financial situation, it needs details about their accounts to better render judgment. So, why not cut out the middleman and just let the AI take a peek at your financial records? That's exactly what OpenAI wants to do with its new feature. …
Cloud AI is becoming cable TV: too many subscriptions, confusing limits, and bundles nobody asked for
… Google Gemini / Google AI AI Plus, AI Pro, AI Ultra 5x, AI Ultra 20x AI Plus : $7.99/month. AI Pro : $19.99/month. AI Ultra : $99.99/month or $199.99/month. …
Cheap KVM switches do something expensive ones can't, and now I get why everyone uses them
… A cheap gadget is the unsung hero We often think that improving our workflow requires spending more money on faster CPUs, OLED screens, and ergonomic chairs. …
Testing new LLMs shouldn't require five subscriptions, and OpenRouter proves it
… For the way I use AI, that’s exactly the kind of boring financial sanity I want. OpenRouter makes curiosity cheaper than another subscription OpenRouter’s best trick is making LLM testing feel low-pressure again. …