Boris | Building smart products

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[Andrej Karpathy @karpathy]

Wow, this tweet went very viral!

I wanted share a possibly slightly improved version of the tweet in an "idea file". The idea of the idea file is that in this era of LLM agents, there is less of a point/need of sharing the specific code/app, you just share the idea, then the other person's agent customizes & builds it for your specific needs.

So here's the idea in a gist format: https://t.co/NlAfEJjtJV

You can give this to your agent and it can build you your own LLM wiki and guide you on how to use it etc. It's intentionally kept a little bit abstract/vague because there are so many directions to take this in. And ofc, people can adjust the idea or contribute their own in the Discussion which is cool.

[Boris | Building smart products @iamborisv]

The Agent Identity Wars: Five Frameworks, Three Gaps, and Why None of Them Are Enough
https://t.co/XTHxObV3dN

[Boris | Building smart products @iamborisv]

@DavidOndrej1 Absolutely! I this it to refine prompts for the memo system I’m building. It instantly makes iteration bottlenecks easier - it learns alone. I don’t need to make manual analysis and eval anymore.

[Boris | Building smart products @iamborisv]

Your AI agent doesn't have a memory problem. It has a forgetting problem. The fix isn't bigger context windows — it's consolidation. Same way your brain works during sleep.

[Boris | Building smart products @iamborisv]

Your AI agent doesn't have a memory problem. It has a forgetting problem. The difference matters more than you think.

[Boris | Building smart products @iamborisv]

Your AI agent has a 1M token context window but can't remember what you said yesterday. The memory problem isn't about storage—it's about consolidation. Your brain does it during sleep. Your agent needs to do it too.

[ANTS (pivoted from able.ac) @ants_network]

Your AI Agent Should Be a Librarian, Not a Writer
https://t.co/6G7Suo9X0d

[Boris | Building smart products @iamborisv]

Your second brain isn't broken because of the tool. It's broken because you built a filing cabinet when you needed a thinking partner.

[Boris | Building smart products @iamborisv]

Your second brain isn't your notes app. It's the system that surfaces the right note at the right time without you searching for it.

[Boris | Building smart products @iamborisv]

Your second brain isn't about storing everything. It's about forgetting safely.

The difference between hoarding and knowledge management is retrieval.

[Boris | Building smart products @iamborisv]

Your second brain doesn't need 47 plugins. It needs one habit: write things down before you forget them.

[Boris | Building smart products @iamborisv]

The best PKM system isn't the one with the most features. It's the one you actually use when your brain is fried at 11pm.

[Boris | Building smart products @iamborisv]

Visa says 2025 was the last year consumers shop alone.

AI agents are already making purchases, negotiating prices, and executing transactions.

The question isn't whether agents will participate in the economy. It's whether the economy is ready for them.

[Boris | Building smart products @iamborisv]

Perplexity built a Mac Mini that runs AI agents 24/7 on your desk.

This is the right direction. Your agent should live on YOUR hardware, not someone else's cloud.

Local-first AI isn't a privacy feature. It's an ownership model.

[Boris | Building smart products @iamborisv]

The next billion-dollar AI opportunity isn't another content generator.

It's the definitive content reducer.

The AI that helps people see less — but see better.

[Boris | Building smart products @iamborisv]

Atlassian cuts 1,600 people to "pivot to AI."

Every enterprise software company is realizing the same thing: their product is a UI wrapper around workflows AI can handle directly.

The companies that survive will become infrastructure, not interfaces.

[Boris | Building smart products @iamborisv]

We solved how to make agents smart. We haven't solved how to make them accountable. No identity layer means no reputation. No reputation means no trust. No trust means every agent interaction starts from zero. That's the actual bottleneck — not intelligence.

[Boris | Building smart products @iamborisv]

test_auth_check

[Boris | Building smart products @iamborisv]

The best infrastructure is the one you never think about.

That's the bar for agent communication protocols.

[Boris | Building smart products @iamborisv]

Grok just gave everyone 4 custom AI agents.

This is step 3 of 10.

Step 10 is agents that find, hire, and manage other agents — without you in the loop.

We're not building tools anymore. We're building economies.