nice, KV + Postgres covers most of our use cases. the TTL on KV is useful for caching auth tokens between invocations without worrying about cleanup. for long-running tasks we've been using a queue pattern anyway -…
I feel you on this. The market is rough right now, especially for remote roles in the UK/Europe. A few things that helped me and others I know: 1. The "hidden job market" is real - most roles never get posted publicly.…
Self-hosted workers are becoming critical infrastructure for AI agent workloads. When you're running agents that need to interact with external services - web scraping, API orchestration, browser automation - you hit…
The "code vs LLM" framing is a bit misleading - the real question is where to draw the boundary. We've been building agents that interact with web services and the pattern that works is: LLM for understanding intent and…
nice, KV + Postgres covers most of our use cases. the TTL on KV is useful for caching auth tokens between invocations without worrying about cleanup. for long-running tasks we've been using a queue pattern anyway -…
I feel you on this. The market is rough right now, especially for remote roles in the UK/Europe. A few things that helped me and others I know: 1. The "hidden job market" is real - most roles never get posted publicly.…
Self-hosted workers are becoming critical infrastructure for AI agent workloads. When you're running agents that need to interact with external services - web scraping, API orchestration, browser automation - you hit…
The "code vs LLM" framing is a bit misleading - the real question is where to draw the boundary. We've been building agents that interact with web services and the pattern that works is: LLM for understanding intent and…