Anthropic pays $750,000+ a year for engineers who can build LLMs from scratch.
Not how to prompt them.
Not how to fine-tune them.
Not how to build RAG pipelines.
But how to build them from scratch.
This 2-hour Stanford lecture teaches you everything.
Scaling laws.
Data collection.
Architecture design.
Post-training alignment.
Free. From Stanford.
Watch first. Then read this.
The lecture is the theory.
And this article shows you how to actually build it (with code) ↓
We’re adding more visibility into where your Claude Code usage goes.
Run /usage to see a breakdown of what's driving it: parallel sessions, subagents, cache misses, long context, plus tips to optimize each.
Claude Code is terrible at UI design and everyone knows it.
so this repo fixed it.
awesome-design-md by VoltAgent is a collection of DESIGN.md files extracted from 31 real websites Stripe, Vercel, Notion, Supabase, Linear, NVIDIA, Apple, and more.
you drop one file into your project root, tell your AI agent "build me a page that looks like this" and it generates UI that actually matches.
no Figma exports. no JSON schemas. no special tooling.
just a markdown file your agent can read colors, typography, spacing, buttons, cards, shadows, responsive rules, everything.
it works because DESIGN.md is a concept Google Stitch introduced. plain-text design systems that LLMs understand natively.
if you're tired of Inter font, purple gradients, and card grid layouts on every single project — this is the fix.
https://t.co/67H23zJp4E
i found a github repo that lets you spin up an ai agency with ai employees
engineers, designers, growth marketers, product managers
each role runs as its own agent and they coordinate to ship ideas
10k+ stars in under 7 days
1. engineering (7 agents)
frontend, backend, mobile, ai, devops, prototyping, senior development
2. design (7)
ui/ux, research, architecture, branding, visual storytelling, image generation
3. marketing (8)
growth hacking, content, twitter, tiktok, instagram, reddit, app store
4. product (3)
sprint prioritization, trend research, feedback synthesis
5. project management (5)
production, coordination, operations, experimentation
6. testing (7)
qa, performance analysis, api testing, quality verification
7. support (6)
customer service, analytics, finance, legal, executive reporting
8. spatial computing (6)
xr, visionos, webxr, metal, vision pro
9. specialized (6)
multi agent orchestration, data analytics, sales, distribution
what i like about this approach is the framing
instead of one big ai agent trying to do everything, you structure it more like a company. specialized agents, clear responsibilities, workflows between them
im curious to see what this actually feels like in practice and if its any good (do your own research)
https://t.co/plSvZIaDpr
but as always will share what i learn in public and on @startupideaspod
one thing is for certain and it reminds me
the future belongs to those who tinker with software like this
Full summary of insurance misselling and fraud done against my dad. He was falsely promised a ₹7L payout linked to an old policy, pressured into loans and pledging gold, multiple policies were opened without informed consent.
@GCLifeCo @IRDAI_Official @FinMinIndia@PMOIndia
@GeneraliCentral@GCLifeCo@irdaindia
1. My father (Policy No: 01832434 & 01862057 Kolkata) is being harassed by your Kolkata office for months.
A second insurance policy was opened in his name without his knowledge or consent.
#IRDAI#BimaBharosa
I'm Boris and I created Claude Code. I wanted to quickly share a few tips for using Claude Code, sourced directly from the Claude Code team. The way the team uses Claude is different than how I use it. Remember: there is no one right way to use Claude Code -- everyones' setup is different. You should experiment to see what works for you!
🚨BREAKING: You can now run Claude Code for FREE.
No API costs. No rate limits. 100% local on your machine.
Here's how to run Claude Code locally (100% free & fully private):
@Rajeev7454@GCLifeCo@FinMinIndia@PMOIndia@COmbudsmen@GCLifeCo Future generali is running an insurance scam and there is no ethics and policy in place for security of Indian customer. Even the ombudsman is colluding with these insurance companies. There is nowhere to go for Indian customers.