Viewing profile — leemoore

if you are refreshing a cache of 120k tokens, you have to input the same 120k tokens. you can't bounce the cache with 1 byte. A proper cache hit requires your entire context that i…

it could be either. subscription defaults to 60 min with 2x cache writes. extra usage and api defaults to 5 min with 1.25 cache writes. You can override either with settings

If you're running the subscription, by default you are paying 2x for cache writes and you're getting an hour for expiry. So refreshing based on 5 min is wasteful. You need to detec…

The post would have been stronger and more useful focusing and expanding on the abstraction portion of his message as well as system and program design. Those elements were there b…

The counter intuitive pattern I see emerging is if you can cleanly determine intent, of the call you fix the call and prepend informative text to the tool call response indicating …

GLM 5.2 feels like Opus 4.6 level. I actually think 4.6 and GLM work better in practice than opus 4.7 or 4.8 as I find both of those more erratic and seem to randomly have a super …

For developers at non tech fortune 500 companies, I would put money on Windows being the primary workstation os by a lot

It's the executive branch asserting control in this space and requiring all SOTA model providers to bend the knee. Anthropic is the least capable of playing the bend the knee game …

If you don't have the capacity to have your mind changed through friction and disagreement with a SOTA LLM and feel compelled to frame those who do to through absurdly reductive st…

I have the same processor and ram. The dense 30b ish Gemma/Qwen really don't break 10 TPS with or without MTP. MOE's in this range feel more usable if they are smart enough for you…

The way you do this (and the way opencode does it) is you do most of your pruning in more recent history. Last I looked at opencode, they start pruning tool call results after 2 fu…

Enterprise customers aren't running 20 bucks a month for claude pro subscriptions. My company provides developers about 1k worth of usage limits a month and best I can tell they ge…

Gemini is bad at this sort of thing but I find all models tend to do this to some degree. You have to know this could be coming and give it indicators to assume that it’s training …

What demographic are you in that is leaving anthropic in mass that they care about retaining? From what I see Anthropic is targeting enterprise and coding. Claude Code just caught …

Gemini isn't code red for Anthropic. Gemini threatens none of Anthropic's positioning in the market.

Not sure about parent, but my current bar is set by GPT-5 high in codex cli. Sonnet 4.5 doesn't quite get there in many of the use cases that are important to me. I still use sonne…

My success and experience generally matches yours (and the authors'). Based on my experience over the last 6 months, nothing here around more senior developers getting more product…

Same, if you dont give opus big enough problems it's more likely to go off the rails. Not much more likely but a little more likely

One challenge around studying these drugs is efficacy is often linked to expectation. Some speculate 1 key mechanism at work is an amplification of the placebo effect. If this is t…

This binary assertion is fairly broadly given and I think it’s a narrow view that is a subtle form of unintentional disinformation that endangers. Any reduction of viral load on ex…

Stream Entry is a Theravada Buddhist term for the first of 4 stages or paths of awakening. A precise model has been created but it tends to be only useful if you have a certain men…