mmasu

maybe to have a global market share, but there are plenty of players that picked up pace when they “decided” to build cars (Japan? South Korea? and many more) or electronics. Having a good sovereign model in 10/20 years might not need having the absolute best there is, and perhaps future optimizations will make building one not as prohibitively expensive as it is today. Keeping some sort of homebrew capacity now is definitely better than having none

In enterprise MCP allows users to access resources that could either be unsafe or impractical to consume via API or CLI. It is a powerful pattern, supported by virtually all clients (Cursor, Claude Code, Codex, whatever) and easily implemented in custom harnesses. If you don’t need it you don’t, but it has many useful applications. Stateless will make it a lot more practical to expand applications.

also, the same metric can be used in different ways and for different purposes across a business, so you might need different validation rules and definitions.

Maybe one separate semantics validation layer could help, but costs 2x or possibly Nx if you need to recover and turn a wrong query into a correct one

I am so tired of these people, but it’s so sad they don’t understand themselves how ridiculous they are

I think “bought” here is to be read as “financed from”, not bought in the literal sense.

this is such a great idea! well done

how would you suggest someone who just started their career moves ahead to build that “taste” for lean and elegant solutions? I am onboarding fresh grads onto my team and I see a tendency towards blindly implementing LLM generated code. I always tell people they are responsible for the code they push, so they should always research every line of code, their imported frameworks and generated solutions. They should be able to explain their choices (or the LLM’s). But I still fail to see how I can help people become this “new” brand of developer. Would be very happy to hear your thoughts or how other people are planning to tackle this. Thanks!

maybe the fact that Persians != Arabs will improve their odds. Recent uprisings had more luck (i.e. Bangladesh), even if it’s too early to fully assess their success

I am reading a book called Accelerando (highly recommended), and there is a play on a lobsters collective uploaded to the cloud. Claws reminded me of that - not sure it was an intentional reference tho!

I agree with you - we are saying the same thing, by restricting their API or making less developer friendly, they want you to be captive in their UI. This might not be true for Anthropic or OpenAI - another child commenter made a comment about ads in CLI, I would not be surprised if in a while we will have product placements in LLM responses exactly as we have it in movies - not a plain ad but just a slightly less subliminal suggestion.

I think that these companies are understanding that as the barrier to entry to build a frontend gets lower and lower, APIs will become the real moat. If you move away from their UI they will lose ad revenue, viewer stats, in short the ability to optimize how to harness your full attention. It would be great to have some stats on hand and see if and how much active API user has increased decreased in the last two years, as I would not be surprised if it had increased at a much faster pace than in the past.

I will give you an example I heard from an acquaintance yesterday - this person is very smart but not strictly “technical”.

He is building a trading automation for personal use. In his design he gets a message on whatsapp/signal/telegram and approves/rejects the trade suggestion.

To define specifications for this, he defined multiple agents (a quant, a data scientist, a principal engineer, and trading experts - “warren buffett”, “ray dalio”) and let the agents run until they reached a consensus on what the design should be. He said this ran for a couple of hours (so not strictly overnight) after he went to sleep; in the morning he read and amended the output (10s of pages equivalent) and let it build.

This is not a strictly-defined coding task, but there are now many examples of emerging patterns where you have multiple agents supporting each other, running tasks in parallel, correcting/criticising/challenging each other, until some definition of “done” has been satisfied.

That said, personally my usage is much like yours - I run agents one at a time and closely monitor output before proceeding, to avoid finding a clusterfuck of bad choices built on top of each other. So you are not alone my friend :-)

yesterday in an article here on HN i read a wonderful dutch proverb:

“trust arrives on foot and leaves on horseback”

seems it’s applicable to this case too. Sad to see decades of work being tore apart in a few months.

isn’t this easy for a potential attacker to mitigate, i.e. dropping from the address everything after the plus? it’s a known trick for gmail so i would not be surprised if an attacker knew how to get to the “real” address by cleaning it up.