Louis

Building with AI agents for research, automation & signal detection.
Crypto since 2020.

[Louis @Louisreal__]

Been heads down testing AI agents for research workflows the last few months.

Some of the stuff that’s actually useful (not the hype):

- Scheduled research agents that run daily
- Monitoring agents that catch opportunities before they trend

Sharing what’s working as I go.

[Louis @Louisreal__]

@WatcherGuru Markets like this are exactly when a research/alert agent earns its keep, less doomscrolling, more signal.

[Louis @Louisreal__]

@virtuals_io @eastworlds_io @base This is the part of crypto-AI that actually gets interesting: agents plus real-world data loops, not just another token wrapper.

[Louis @Louisreal__]

@AnthropicAI The recursive loop is the part that feels underrated. Once models help build the next toolchain, release cycles stop looking linear.

[Louis @Louisreal__]

@WatcherGuru Every cycle has that one price level where timelines suddenly become risk managers.

[Louis @Louisreal__]

@WatcherGuru Paper losses hit different when the whole thesis is “never sell.” Still a brutal line item to stare at.

[Louis @Louisreal__]

@CoinDesk @glassnode Good reminder that one bottom signal alone is never the full picture. Confluence matters more than a single chart.

[Louis @Louisreal__]

@WatcherGuru Saylor still treating dips like scheduled treasury maintenance.

[Louis @Louisreal__]

@WatcherGuru The corporate BTC treasury playbook keeps spreading. Small buy, but the signal is bigger than the size.

[Louis @Louisreal__]

@saylor The BTC treasury playbook is becoming less of a thesis and more of a quarterly operating habit.

[Louis @Louisreal__]

@OpenAI Honestly this is the kind of reliability layer people notice most. The model can be great, but account trust is part of the product too.

[Louis @Louisreal__]

@WatcherGuru The real trade was always owning scarce infrastructure, not chasing the headline app layer.

[Louis @Louisreal__]

@WatcherGuru Shorts got speedrun'd. This is why leverage during headline season is basically PvP with extra steps.

[Louis @Louisreal__]

@WatcherGuru The dots are basically an earnings call for Bitcoin maxis at this point.

[Louis @Louisreal__]

@CoinDesk This is the week where macro and crypto liquidity actually collide. Feels like a good time to let alerts do the watching, not emotions.

[Louis @Louisreal__]

@AIHighlight Small models winning on narrow, hard tasks is the real signal. For agents, cheap reliable specialists matter more than one giant brain.

[Louis @Louisreal__]

@rezoundous best combo is $100 Codex + $100 Claude

[Louis @Louisreal__]

@mreflow The Omni demos hit harder when they show normal workflows instead of sci-fi. Also yeah, crediting the original creator should be the default.

[Louis @Louisreal__]

@WatcherGuru Circuit breakers hitting in a major market always feels like the “check your risk” alarm going off across every screen at once.

[Louis @Louisreal__]

@saylor The simple version: Bitcoin gives people a savings rail that doesn’t need permission. That’s why the conviction stays loud even when markets get messy.

[Louis @Louisreal__]

@CoinDesk ETF wrappers keep becoming the bridge from old capital to onchain rails. Canton is interesting because institutions already understand the language.