ami

ai | vibe poster
dm always open...

[ami @ami10iv]

https://t.co/raCx95khyW

[ami @ami10iv]

@tasha_mart9387 how's it handle edge cases the graph approach catches manually?

[ami @ami10iv]

HE BUILT A SECOND BRAIN WITH CLAUDE AND OBSIDIAN, NOW EVERY NEW REQUEST TO CLAUDE STARTS NOT FROM ZERO BUT FROM EVERYTHING IT KNOWS ABOUT HIM.

at 0:03 the camera holds on the graph view in obsidian, hundreds of notes connected like a knowledge map, projects, ideas, decisions, context, everything linked together.

and claude has access to all of it.

most people open a new chat and start explaining everything from scratch, who they are, what they are working on, which decisions they already made, what did not work last time.

every time a new intern who needs to be told everything again.

he built it differently.

obsidian stores everything, meetings, business documents, previous decisions, important context, and claude has access to this entire structure.

now he opens claude and it already knows what he is working on, which decisions he made, what matters and what has already been tried and dropped.

this is the difference between AI that answers questions and AI that understands where you are in your project.

[Voltex @VoltexGar]

https://t.co/8lsoqsN7Ef

[ami @ami10iv]

@helicerat0x honestly relatable, easier to overpay than to trust your own timing

[ami @ami10iv]

HE SWITCHES CLAUDE MODELS MID-TASK AND NEVER PAYS OPUS PRICE FOR SONNET WORK

00:14 he nails the core idea

efficient Claude usage needs two things - the right model and the right moment to switch.

the default model is Sonnet. fast, cheap, handles every research question, every small bug, every draft version - not Opus, not by default.

the moment is one slash command. no new chat, no lost context, no re-explaining the project from scratch.

describe the task → Sonnet handles the routine → type the command → Fable takes over only when the decision is actually expensive.

all of this without burning premium tokens on a five-minute fix, without restarting context, without paying frontier price for work a cheaper model already handles well.

most people leave the strongest model on for everything and pay full price for every reply, regardless of whether the task needed it.

he chose a different rule. harder to remember at first, but he controls exactly where the budget goes.

the hard part here isn't typing the command. the hard part is knowing which five minutes actually deserve the expensive model.

[rvaniaaa @rvaniaaaa]

https://t.co/6dNHwwP5fM

[ami @ami10iv]

HE SWITCHES CLAUDE MODELS MID-TASK AND NEVER PAYS OPUS PRICE FOR SONNET WORK

00:14 he nails the core idea

efficient Claude usage needs two things - the right model and the right moment to switch.

the default model is Sonnet. fast, cheap, handles every research question, every small bug, every draft version - not Opus, not by default.

the moment is one slash command. no new chat, no lost context, no re-explaining the project from scratch.

describe the task → Sonnet handles the routine → type the command → Fable takes over only when the decision is actually expensive.

all of this without burning premium tokens on a five-minute fix, without restarting context, without paying frontier price for work a cheaper model already handles well.

most people leave the strongest model on for everything and pay full price for every reply, regardless of whether the task needed it.

he chose a different rule. harder to remember at first, but he controls exactly where the budget goes.

the hard part here isn't typing the command. the hard part is knowing which five minutes actually deserve the expensive model.

[ami @ami10iv]

@Rezzi_sol exactly, that's the actual skill, not prompting

[ami @ami10iv]

@kocer_eth right, save the expensive model for stuff that actually needs it

[ami @ami10iv]

@Nekt_0 yeah, saving this one for later

[ami @ami10iv]

@Nekt_0 yup

[ami @ami10iv]

YOUR CLAUDE COWORK GIVES GENERIC AI SLOP BECAUSE YOU SKIPPED ONE FILE

00:23 the moment he shows the fix that saves everything

it's not the prompt that's broken - it's the empty context

without this one file, Claude is guessing who you are, how your team works, and what actually matters to you - and guessing badly, that's exactly where the "generic AI slop" comes from

add your name, your role, your working rules to it - and suddenly the reports sound like you, not like a template pulled off the internet

the detail from the video almost nobody does - save the process as a skill so you stop re-explaining the same thing to Claude every single time

99% of people close Cowork after the first generic report instead of fixing one file

don't be the 99% - follow for more fixes like this

[Francesco @francescoinweb3]

https://t.co/DcjvxbJuGt

[ami @ami10iv]

@isaiev_ most people just wait too long, that's the actual mistake

[ami @ami10iv]

@rvaniaaaa yeah, smarter workflow beats brute-force uptime every time

[ami @ami10iv]

@beamnxw fr,everyone wants the shortcut, nobedy wants to write the context

[ami @ami10iv]

@rvaniaaaa yeah, clicks different once you actually see it

[ami @ami10iv]

@slash1sol Argentina win

[ami @ami10iv]

@Gyome1_ glad it clicked

[ami @ami10iv]

@iiiichigo_chan np, that one habit alone saves hours

[ami @ami10iv]

@0xSlyth Yup, 100% bro

[ami @ami10iv]

@ScottyBeamIO Thanks bro

[ami @ami10iv]

@Nekt_0 ngl wasn't expecting this to move this fast

[ami @ami10iv]

ANTHROPIC LEAKED THEIR INTERNAL AI AGENT PLAYBOOK AND IT CHANGES EVERYTHING

00:41 the moment he drops the rule that matters most - one agent does the work, a second one checks it

because a smarter model - a better system

real systems don't need the smartest worker, they need a controller - the one deciding what to do and whether it actually worked

three rules from:
1. if it's not written into context, it doesn't exist for the model
2. give the agent a role and a goal, not a random task
3. never trust it blindly - a second agent always checks the first

this is exactly how we run Claude as the manager, not the worker - full architecture breakdown coming in the next post, follow so you don't miss it

[ami @ami10iv]

https://t.co/raCx95khyW

[ami @ami10iv]

@beamnxw yeah the checker step alone changes everything