Open-source directory collects 50+ production Jev decision architectures
A directory of more than 50 deterministic control systems covering model routing, context compaction, browser sandboxes, guardrails and human escalation gates, all organized around LLMs proposing, Jev deciding and code enforcing.
holy sh*t, someone just open-sourced 50+ production JEV architectures every engineer building autonomous agents can steal an entire decision runtime this directory maps 50+ deterministic control systems across model routing, context compaction, browser sandboxes, guardrails, and human escalation gates the patterns: → route tasks dynamically across frontier and local model tiers → prune dead tool responses and terminal logs to prevent context rot → inspect schema signatures and load the exact skill just-in-time → intercept destructive bash commands before execution → isolate autonomous browser clicks behind permission barriers → break cyclic LLM reasoning loops before burning token budgets → enforce deterministic AST verification before any code commit → cross-verify vector citations before generating executive reports → score streaming dataset rows before database ingestion → trigger human review only when confidence thresholds drop the architecture: LLMs propose → Jev decides → deterministic code enforces a production-ready agent isn't one giant foundation model it is dozens of discrete decision barriers protecting the state machine bookmark this before architecting your next agent stack↓
This post quotes another post: x.com/damkina7/status/2102860956724335039