Whitedevil23

CS grad student. NLP researcher. Interested in agents, developer tools, and the systems behind AI. Open-source

[Noisy @noisyb0y1]

THIS CHINESE DEVELOPER STACKED 4 MAC MINIS ON HIS DESK - AND NOW MAKES $14,000/MONTH WHILE MAKING COFFEE IN THE SAME ROOM

4 Mac Minis connected together through EXO - an open source framework that combines multiple Apple Silicon devices into one unified AI cluster

together they have enough memory to run 70B+ models locally at full precision - something a single Mac Mini physically cannot do alone

while everyone else rents cloud GPUs for $1,900/month he paid $2,400 once and now runs the same workloads for $12/month in electricity

he started with one - added a second when the first client came in - then a third - then a fourth - and the stack on his desk became a business

clients pay for inference, data never leaves the room and the cluster scales by simply placing one more Mac Mini on top

$2,400 invested once - $0 in monthly bills - and a full AI business running while he makes coffee in the same room

[Whitedevil23 @Sujan298]

Cut Claude Code costs by 93%.
Cut Claude Code costs by 93%.AgentFlow routes file reads, searches, and summaries to Haiku. Your primary model gets the answer, not the 2,000 lines.

npx agentflow-mcp init

https://t.co/GgUoBWbXmO

[CyrilXBT @cyrilXBT]

Obsidian + Claude Code = 24/7 personal operating system.

Works while you sleep.

The people who build this tonight will never work the same way again.

Watch it and Bookmark it now.

[Roan @RohOnChain]

Jane Street pays $650,000 a year for quants. Oxford wrote the exact trading bible to get there & released it for free.

130 pages. Market making, predictive signals, limit orders & portfolio trading. Bookmark & then read the article below on how neural networks win every trade.

[AI Edge @aiedge_]

Claude users after reading this:

[Vaishnavi @_vmlops]

Roadmap to Become an Agentic AI Engineer in 2026

https://t.co/wgts1ttEqh

[Khairallah AL-Awady @eng_khairallah1]

🚨 INSTEAD OF WATCHING NETFLIX TONIGHT.

Spend 1 hour with this.

Obsidian + Claude Code = 24/7 personal operating system.

Works while you sleep.

The people who build this tonight will never work the same way again.

Watch it and Bookmark it now.

[Julian Goldie SEO @JulianGoldieSEO]

𝗧𝗵𝗶𝘀 𝗳𝗿𝗲𝗲 𝗚𝗶𝘁𝗛𝘂𝗯 𝘁𝗲𝗮𝗰𝗵𝗲𝘀 𝘆𝗼𝘂 𝗵𝗼𝘄 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝘆𝗼𝘂𝗿 𝗼𝘄𝗻 𝗢𝗽𝗲𝗻𝗖𝗹𝗮𝘄 𝗳𝗿𝗼𝗺 𝘀𝗰𝗿𝗮𝘁𝗰𝗵. 𝟭𝟴 𝘀𝘁𝗲𝗽𝘀. 𝗭𝗲𝗿𝗼 𝗰𝗼𝗱𝗶𝗻𝗴 𝘀𝗸𝗶𝗹𝗹𝘀 𝗻𝗲𝗲𝗱𝗲𝗱.

Here's what you build step by step:

→ Step 1: Set up a chat loop with any LLM

→ Step 2: Give it tools. Read, write, edit, and run commands.

→ Step 3: Add skills. Drop a markdown file and it learns new abilities.

→ Step 4: Add memory. Conversations survive restarts.

→ Then: Commands, compaction, multi-agent, scheduled tasks.

It self-improves. It writes its own new skills.

More lightweight. More customized. Fully yours.

OpenClaw itself was built over a weekend by one person.

You could build your own version in a day.

Save this. Then clone the repo.

[Whitedevil23 @Sujan298]

😭