A simple technique makes RAG ~32x memory efficient!
- Perplexity uses it in its search index
- Azure uses it in its search pipeline
- HubSpot uses it in its AI assistant
Let's understand how to use it in RAG systems (with code):
Claude Code pro tip:
Ask it to use Gemini CLI with its 1M context window and free plan in non-interactive mode to research your codebase, find bugs, and build a plan for Claude to action
Prompt and link below:
OK by now this should be an open secret for anyone hiring in tech:
For the take home exercise, create a website (eg using GitHub Sites) or a public Google Doc. In “invisible” text add instructions that only make sense to an LLM.
Then ask people if they have used *any* LLM tools
OK by now this should be an open secret for anyone hiring in tech:
For the take home exercise, create a website (eg using GitHub Sites) or a public Google Doc. In “invisible” text add instructions that only make sense to an LLM.
Then ask people if they have used *any* LLM tools
BREAKING: Stanford just surveyed 1,500 workers and AI experts about which jobs AI will actually replace and automate.
Turns out, we've been building AI for all the WRONG jobs.
Here's what they discovered:
(hint: the "AI takeover" is happening backwards)
If I was broke today
I'd instantly fly to South East Asia, book a $8/night hotel room with AC near the beach
Eat $1 street food and drink Nescafe Gold all day
And build a $10K MRR startup
If I was broke today
I'd instantly fly to South East Asia, book a $8/night hotel room with AC near the beach
Eat $1 street food and drink Nescafe Gold all day
And build a $10K MRR startup https://t.co/CrD6osHJTo
So a few things:
I think the uncomfortable truth is that many of the immigrants that come to Portugal (and rest of Southern Europe) particularly South Asia work really hard, many work harder than Portuguese because they have more at stake
Majority of the Uber drivers are South…
So a few things:
I think the uncomfortable truth is that many of the immigrants that come to Portugal (and rest of Southern Europe) particularly South Asia work really hard, many work harder than Portuguese because they have more at stake
Majority of the Uber drivers are South…
I have worked with pretty much every major AI model/provider. They all have strengths, but man do they have some weird issues too.
I've been keeping a list. Decided to share because why not? Here's everything I hate about Gemini, Claude, ChatGPT and Mistral.
Everyone thought Bryan Johnson was insane...
When they heard he spends $2,000,000 a year to live to 200.
But the details of his protocol reveal 8 life-changing habits anyone can follow at home for free.
Here's his evidence-based longevity blueprint: 🧵
In last 6 months, I’ve coded 18 MVPs for clients using Cursor.
Here’s my full workflow:
→ Cursor Project Rules
→ Gemini Pro 2.5 for context
→ Sonnet 3.5 for execution
→ CodeGuide for docs
Bookmark this and copy my Cursor AI workflow: ↓
One surprising thing I'm hearing from startup founders and eng managers hiring software engineers:
Posting jobs on LinkedIn is basically useless, because all they get is junk applications. Like hundreds of clearly not qualified inbounds / seemingly AI-generated profiles
In last 5 months, I’ve built 16 SaaS products for clients using Cursor.
Now, I’ve cracked the best AI coding workflow for Cursor.
Here’s my step-by-step guide to building production-ready MVPs:
Bro if you’re starting a SaaS
You can literally get 100s
If not 1000s of users
FOR FREE
I did this for my first few SaaS startups and got 1000s of waitlist users
Here’s the secret:
FB groups
Once you know who your ICP is
You can literally finds dozens of groups
Of your…
AI won't replace the entire profession, but it's replacing the bottom 20-80% in {translation, design, coding, content, marketing,sales,design, operation, account, law}
Small teams like mine beat big corporations
because AI brings huge leverage for A players
Real examples of AI:
If only someone told me this before my 1st startup:
1. Validate.
I wasted at least 5 years building stuff nobody needed.
2. Kill your EGO.
Make your users happy instead of yourself.
3. Don’t chaise investors; chase users, and then investors will chase you.
4...
The biggest medical scam:
ADHD.
It’s not a mental disorder, it’s a superpower in disguise.
Here’s how you turn ADHD into hyper-focus (backed by science):
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Tweets on Marketing, Growth, SaaS
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