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Week 1 of WFO at a startup.
Some wins, a few f**kups, random observations.
Dumping it all here 🧵
Subham Khatri retweeted
I submitted my buyout resignation to Microsoft today.
They rejected it.
Not because I’m so valuable.
But because I don’t work at Microsoft.
BREAKING: Microsoft, $MSFT, is offering buyouts to 60,000 workers as part of the company’s efforts to cut costs amid AI adoption, per Bloomberg.
Personnel on select teams in the US, Canada, India, and the UK at a vice president level and below will be eligible.
This reflects ~27% of Microsoft's total workforce.
Subham Khatri retweeted
Found this note fallen on the streets of Koramangala today morning and I started shivering as I read through this.
Subham Khatri retweeted
System design in 6 lines:
Slow reads → add a cache
Slow writes → add a queue
Too much traffic → load balancer
DB struggling → read replicas
Files → object storage + CDN
Everything breaks → retries, timeouts, logs
Start here. The rest is details.
Subham Khatri retweeted
Anthropic pays $750,000+ a year for engineers who can build LLM architectures from scratch. Stanford taught the entire thing in 1 hour lecture & released it for free.
Bookmark & watch this today before someone takes it down ...
Anyone can build an AI agent in 60 minutes.
Stanford just released a free course on building AI agents from scratch.
0% → 00:00 - build your first AI agent
75% → 48:17 - create AI agents without coding
100% → 54:39 - build $100K+/month businesses with agents
While you're scrolling, someone else is learning Anthropic's $750,000 skill.
Watch it, then use the guide below to build your first agent that prompts itself.
I fkin hate how every investor seems obsessed with "using more AI tokens."
Genuinly this feels like every investor has money tied up in AI companies and needs usage to keep going up.
Three different ways to interact with LLMs
1) Chat interfaces: ChatGPT , claude
2) Cloud LLM APIs: Langchain, Managed AI cloud: Amazon bedrock , google vertex Azure ML
3) Direct Inference : Ollama with SLMs
Subham Khatri retweeted
So China will also block access to its frontier models.
Indian parths, you are on your own now.
Subham Khatri retweeted
CTO shared this with me on day 1
something everyone should read if they are in an early-stage startup at least once




























