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Love the colors

Oh. Thanks for telling this. I feel much better now. No more guilt.

From your description, GraphQL or SQL could be a good solution for AI context as well.

SQL is peak for data retrieval (obviously) but challenging to deploy for multitenant applications where you can't just give the user controlled agent a DB connection. I found it every effective to create a mini paquet "data ponds" on the fly in s3 and allow the agent to query it with duckdb (can be via tool call but better via a code interpreter). Nice thing with this approach is you can add data from any source and the agent can join efficiently.

They've run out of token quota.

Easy or not, code is obviously a time-consuming part. Anything that can dramatically reduce the time surely have significant impact.

Nice to see Firebird still being actively developed.

If an AI can do this, it's definitely an AGI.

Very thoughtful and well written article.


ChatGPT is proud


You can't blame me. I no native English speaker. This is good for me :)

I think people stop arguing which is a better programming languages for a while, then, recently, they start to argue again on which is a better language for LLM.


Clause web is very slow compare to others.


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