Communication

TL;DR When two AI agents talk to each other in English, they are doing something faintly absurd: serialising rich internal state into a lossy human language, transmitting it, and decoding it back. English between machines is a compatibility layer, not a natural medium. Machines have already shown they will drop that layer the moment we let them - negotiation bots drifting out of English in 2017, agents switching to sound-based data protocols in 2025, and research systems now sharing internal model state directly with no language in between. The same logic applies to programming languages. Python and Rust exist for human readers. If agents write, maintain, and consume the software, the human-readability requirement quietly disappears - and with it, eventually, the need for source code and compilers as we know them. I do not think compilers vanish so much as sink. Like assembly, the layers below us stop being something humans write or read, while the guarantees they provide get absorbed into the agents’ toolchain. The part worth worrying about is not efficiency, it is legibility. Human language and human-readable code are our audit trail into what machines are doing. This is all speculation on my part, and I sketch where I think the line should be held. Human Language Is a Compatibility Layer Think about what actually happens when two AI agents have a conversation in English today. ...

TL;DR Engineer burnout has a specific shape: infinite scope, context switching, invisible work, decision fatigue, and the expectation to be always-on Prevention rests on three pillars: timeboxing work items, learning to say no, and communicating honestly across levels Timeboxing works because it converts infinite scope into finite commitments - the box is the boundary, not the estimate Saying no is a skill with scripts, not a personality trait; most “no"s are actually “not now” or “not me” The paradox of boundaries: the engineers who protect their creative energy most fiercely are the ones who end up giving the most The Shape of Engineer Burnout Creative burnout in engineering looks different than burnout in other fields. It’s not just exhaustion from long hours (though that’s part of it). It’s the specific fatigue that comes from: ...