Manitcor

SAFE Agents that finish what they start.

≠ endorsements

[Manitcor @Manitcor]

"If you get fired from your job for providing negative feedback, good on you!

If it needed to be said, and nobody said it, that would be the worst thing to live with."

- Destin
@smartereveryday

[Manitcor @Manitcor]

Who's going to NYC Tech week?

[Manitcor @Manitcor]

Break the process into tiers of increasing detail, you will often be able to isolate the layer where a breakdown occurred, you can correct the diversion and only regenerate downstream corpus elements.

With it broken down you can use language extraction to ensure concepts and content adhere to what is upstream while flagging anything "new" that found its way into a doc.

Still a lot of reading but can help target weak areas of your corpus.

[Manitcor @Manitcor]

@ibuildthecloud HMI's are hard because the Human part is messy.

best of luck.

[Manitcor @Manitcor]

@plainionist just telling it the output is from another vendors agent is usually enough even if it comes from the same vendor.

[Pliny the Liberator 🐉󠅫󠄼󠄿󠅆󠄵󠄐󠅀󠄼󠄹󠄾󠅉󠅭 @elder_plinius]

dang… Opus 4.8 seems to be a meaningful jump in cyber capabilities over 4.7

and we’re not even at Mythos level yet 👀

[Manitcor @Manitcor]

@sh_reya @intellectronica Use more context stacks. Typing prompts and public skills only get you so far

[Manitcor @Manitcor]

@difficultyang This is going to become more common, discovery will grow

[Manitcor @Manitcor]

@Layton_Gott @thdxr The simplicity of the chat interface is both a boon and a bane. Its also a testament to how well it can do with broken context

[Manitcor @Manitcor]

@PierceLilholt You could regenerate a billion times and never hit a version that has our galaxy

[Manitcor @Manitcor]

For the curious, language extraction is a function of all LLMs, they are quite good at it.

You don't need a library but they can help you be organized with what you are doing

[Matt Dancho (Business Science) @mdancho84]

RIP document extractors.

Google just released LangExtract: Open-source. Free. Better than $100K enterprise tools.

Here’s what it does: 🧵

[Manitcor @Manitcor]

@KaiXCreator https://t.co/YTdthjCbeP

[Manitcor @Manitcor]

@wolfiesch They don't know about convergence and cross vendor eval

[Manitcor @Manitcor]

@minwiswip @BrianRoemmele And my h100s

[Manitcor @Manitcor]

Why are we letting it have us all make the same 4 web themes

[Manitcor @Manitcor]

@vgrichina @DavidKPiano the point of a subagent is that they do not pollute context nearly as much as doing whatever directly, only the input and output go to the parent context.

[Manitcor @Manitcor]

@DavidKPiano subagents have been hopelessly broken since they require sonnet[1m] for them now.

[Manitcor @Manitcor]

@BrianRoemmele hehehe

[Manitcor @Manitcor]

@tekbog they are still just implementing features we are building into our stacks. now if we could come to some standards here maybe id stop making a stack.

[Manitcor @Manitcor]

@plainionist customers are easier to get than feedback

[Manitcor @Manitcor]

@tekbog linkedin often punishes me for my low latency connection, full size kbd+mouse on an i9

all you need is a little perlin noise and you are golden