Everyone and their Uncle Bob have been scrambling to leverage LLM Agents for Process/Task/Message Scheduling and Orchestration with Durable Execution. They have been worshiping Peter Steinberger as their champion and the God of LLM Agents. While Temporal.IO has quietly partnered with Apple to Schedule and Orchestrate all of their services with Durable Execution. It's funny how everyone assumes that using Inference for Deterministic Tasks like Mathematics and Compiler Optimization is a good idea. Reality doesn't agree. Wasting Electricity and Precious Minerals for Inference Compute is Reality. Compilers and Schedulers are deterministic, your LLM is not. You cannot infer Mathematics and assume the correct answer, we have Calculators and Compilers for a reason. Scheduling Algorithms have existed since the 1950's just like Inference Algorithms. Let me introduce you to a few of my friends: Make, Task, Dagu, Windmill, Rivet, Inngest, OVH/uTask, OVH/cds, Restate, Woodpecker CI, Erlang BEAM VM, Gradle, Zig Build, Cargo, Linux Package Managers, Bazel... Shall I go on? Keep your AGENTS.MD, we have Temporal.IO at home. Thank you for your Contributions to Open Source Maxim Fateev. Betting the US Economy on LLM Chat Bots was a bad idea my beautiful friends. Remember Elizabeth Holmes, Mortgage Backed Securities? Scam Altman must be laughing from his Tower of Evil right now...

Why did you capitalize every noun?

I approve of this schiz'd response, its on haqq as far as I'm concerned. Its funny to see everyone constantly arguing about "how can I optimize context and improve reliability, ect ect"

What they want is a deterministic process.

The problem is they, like most humans are lazy and want a stochastic parrot to create this solution for them. Even if it means atrophying their brain, and paying a billionaire for access to their thinking machine. Humans are lazy, its the same reason people drive 3 blocks as opposed to walking, or pay a billionaire for this rent-a-serf service to pick up your food for you instead of getting off the couch. LLMs are no different here, but the stakes are just much higher if your brain "muscles" atrophy as opposed to your leg's.

They are also addicted to the gambling mechanics baked into these LLM powered tool's UX. "If I write this prompt this way, I'll get better results" is the equivalent of a gambler being superstitious about how people behave while the cards are being dealt, or in which order they press the buttons on a slot machine.