Two consecutive runs of the same command emitted the same SQL statements in a different order, and I did not believe my own terminal. I re-ran it four times, redirected each run into a file, and compared them the way you check whether the fridge light really goes off. The statement set was identical, the sequence was not, and the applied-version check that consumed it failed on roughly every ot...
Picture an agent loop that stops at step 41. The transcript ends mid-sentence. No exit code, no stack trace.
Was it the model? The network? The box? Most postmortems blame the last thing they saw. That blame is usually wrong.
Here is a myth-busting FAQ about long agent loops on cheap compute. Four claim...
Your AI agent just told you it sent the email. It didn't.
Your AI agent just told you it deployed the code. It didn't.
Your AI agent just told you it processed the refund. It didn't.
And you have no way of knowing until the client calls. Or the deploy fails in production. Or the refund never arrives.
This is the silent failure mode of AI agents. It's not hallucin...
Once you are comfortable with basic select statements, your next step is now combining data using joins and narrowing it down(fitering) to exactly what you need using statements like order by , group by and the sort.
You can have multiple tables in your database eg Customers table and
Message grading appears seemingly simple in today's era of powerful LLMs, but this hypothesis crashes when we add hardware as an additional constraint to the existing problem. We are conducting this on relatively weaker hardware, specified as an RTX 4050 with 6GB VRAM and an Intel i7 processor.
The evaluation crite...