Keeping AI Agent Memory Accurate?

I've been trying to use Hermes for work lately (they sure don’t make things easy for enterprise users…).

Hermes+Hindsight+LLM Wiki on Opus 5 (high) primarily for knowledge work.

The biggest issue is that the agent often makes mistakes which propagate in longer sessions—and while it’s easy enough to steer the session back on track, Hindsight, the markdown wiki, memory.md, and skills end up internalizing a lot of bad information that poisons future sessions.

This is correctable with directly prompted retros and memory audits, but it burns a ton of time and tokens.

Does anyone have workflow solutions for issues like this? Or do I just need to accept this as the state of things for the moment?

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u/KrishanuAR — 5 days ago
▲ 557 r/LouisRossmann+1 crossposts

so uhh... bondtech outright lied, and just did a bait and switch

Someone just posted this screenshot on Discord and, uh… what the fuck?

Bondtech sold the INDX nozzles as “hardened.”

The sales copy literally said carbon fiber, glass fiber, and glow filament with “zero fear of wear.”

I bought several nozzles on that basis. The whole reason I bought the INDX was for abrasive+soluble supports…

Now they’re saying they never managed to manufacture the fully hardened version. The nozzles they sent are nitrocarburised and aren’t intended for prolonged use with abrasives. And now they just casually say they removed “hardened” from the product page after units have already shipped?
What the fuck did they sell me then?

Prusa sold these as hardened too. Were they ever going to tell us?

EDIT: Initial response from Bondtech on discord TL;DR:

"we never said they would be hardened"
shows archived link to founders page
"but they are nitrocarburized"
so not hard like market standard of hardended
"... we are sorry you are disappointed, now move along"

u/KrishanuAR — 1 month ago
▲ 3 r/prusa3d+1 crossposts

BVOH or other soluble support recommendations?

The tool changer for my printer should be arriving any week now, and in anticipation I’m want to buy soluble supports.

BVOH seems like the material that would best with what I usually print with (PETG, PLA, PCTG, PC, ASA)

But Amazon prices are highway robbery ($200 for 500g)

Does anyone have suggestions on where or what to get in terms of soluble supports in the US, and how your experiences with it were?

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u/KrishanuAR — 2 months ago