Your Browser Agent Is Not Bound by the Same-Origin Policy
The web's oldest isolation guarantee is a string comparison. Put an agent inside the browser and it becomes a model's ability to resist a prompt injection.
LLM
Large language models, prompting, agents and evaluation.
4 posts
Your Agent Re-Sends the Whole Conversation Every Turn
A multi-turn agent replays its entire history on every request. Caching, context editing and compaction each attack a different part of that bill — and one of them, at its defaults, made it worse.
Hermes Agent's Learning Loop Is a Counter, a Critic and a Garbage Collector
Hermes Agent says it improves its own skills. In the source, that loop is a tool-call counter, a forked LLM review told to be active, and a curator that archives what nobody uses.
Your LLM Is Two Different Machines
Prefill and decode have opposite performance characteristics, and almost everything confusing about LLM latency, cost and context limits falls out of that one split.