Two ways to handle a context window that's filling up. Reactive: wait until it's full, then compact everything. Proactive: be picky about what gets added every turn so noise never piles up in the first place. Most coding agents take the reactiv…
Most of the focus is on AI being bad rather than how major companies are deploying AI. My concern isn't that AI is becoming more powerful. I mean, that is a concern, of course, but since most of the implications are speculative, you can't exact…
Devo dirlo, sono diventato matto…questa volta pensavo di mollare sul serio, ma poi stamattina il miracolo. (almeno per me). Ho fatto fine tuning e scritto tools per due modelli: un Qwen 3 da 1.5B e un altro da 4B quantizzati all'estremo. Il 4B è …
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i run a few accounts at decent volume and the content production was tough what was helpfyl was connecting the claude mcp from a social media management tool. a lot of them are rolling this out right now you connect the mcp once, and after that you jus…
It feels like most AI discussions revolve around AGI timelines or benchmark scores, but there are a lot of smaller capabilities improving rapidly (reasoning, memory, multimodal understanding, coding agents, robotics, speech, etc.) Which capability do y…
With AI advancing so quickly, I'm trying to understand how to prepare for the next 5–10 years. A few questions I'd love to hear your thoughts on: What skills should people focus on learning now to stay relevant alongside AI? Beyond prompting, w…
Hey all I've been evaluating the "AI coworker" approach between the new Databricks Genie One interface and Anthropic's Claude Cowork desktop agent. While both claim to move past standard chat prompts into autonomous execution, they h…
I ran the same market-entry brief through three different AI models. The result was revealing. I asked three models to independently create a client-ready market-entry brief for launching a privacy-first AI personal assistant for small businesses…
I think the way most people use AI is stupid. They depend on the AI to do everything, even the thinking. They don’t even know the full capability of AI yet. They still think it’s talking to chat gpt on the app. I’ve had an ai agent installed via Hermes…
