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Get expert advice and in-depth articles on AI, analytics, and more. Stay on top of data trends with valuable resources. #analytics #AITools

[Node Analytics @NodeAnalyticsIO]

Bad data in, confident AI out. The most dangerous output is a wrong answer that sounds right.

#DataQuality #AIStrategy

[Node Analytics @NodeAnalyticsIO]

AI doesn't replace intuition. It gives your intuition better data to work with.

#AI #DataDriven

[Node Analytics @NodeAnalyticsIO]

In 5 years, "I don't use AI" will sound like "I don't use the internet" sounded back in the day. The window to build these skills is right now.

#AI #AIAdoption #FutureOfWork #GenerativeAI #DigitalTransformation

[Node Analytics @NodeAnalyticsIO]

The most important AI skill isn't prompt engineering. It's knowing which problems are worth solving with AI.

#AI #AISkills #FutureOfWork #MachineLearning #PromptEngineering

[Node Analytics @NodeAnalyticsIO]

Fable is still disabled! Another win for camp #LocalLLM

#AI

[Node Analytics @NodeAnalyticsIO]

Authorization, observability, and routing are three separate problems that all get a lot easier when you solve them in one place. That's the case for a single gateway in your agentic stack.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

There's a big difference between routing everything to GPT-4o because it's the default and routing it there because it's the right tool for the job. Try using a single gateway to fine tune which model gets which requests. Save money and get better outputs.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

If you are telling your agent "stop using em dashes" every session, don't worry, there's a better way. Persistent memory is what separates a functional agent from a great one.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

The agentic AI space is moving fast enough that new zero-days are inevitable. Design your systems assuming something will go wrong, not hoping it won't.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

Token usage, tool calls, session tracing are difficult to track if your agent has multiple entry points. One gateway makes all of this trivial.

https://t.co/7S2bkrFzKN

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

A huge amount of LLM training data was in markdown format. That means your agents are already optimized to follow instructions written in it. Sooooo make it easy on yourself and write your agent's memory in markdown.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

Your system prompt is not a database. Stop treating it like one.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

@Arref000 True, "editable by everyone" can definitely turn into "ready to be broken" without proper process

[Node Analytics @NodeAnalyticsIO]

If your whole team can't open and edit your agent's instructions in a text editor, that's a liability. Work in plaintext markdown.

https://t.co/7S2bkrFzKN

#LocalLLM #AI #Agents

[Node Analytics @NodeAnalyticsIO]

The reason most AI agents feel brittle is that they're stateless by design. A heartbeat pattern fixes that because your agent keeps working even when no one is watching.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

OpenClaw is essentially a proof of concept for what agentic systems can look like when they're designed thoughtfully from the ground up. You don't need to run it to learn from it.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

We have OpenClaw at home. It might not have all the bells and whistles, but with the right design patterns you can build something just as capable on your own terms.

https://t.co/7S2bkrFzKN

#LocalLLM #AI
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[Node Analytics @NodeAnalyticsIO]

There isn't one LLM to rule them all. A single gateway lets you route requests to the right model for the job, whether that's a frontier model or a fine-tuned SLM.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

Modular memory is WAAAAAY better than monolithic system prompts. When your agent learns a new preference, it should write that to a file, not lose it when the session ends.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

The best AI agents aren't built with the best tools. They're built with the best design patterns. OpenClaw is a great example of what that looks like in practice.

#LocalLLM #AI

[Node Analytics @NodeAnalyticsIO]

Don't ask whether you can trust your LLM. Ask how well you can compartmentalize it so that even if something goes wrong, the blast radius is small.

https://t.co/7S2bkrFzKN

#LocalLLM #AI