npub1lw…gy86j on Nostr: Here are the 10 steps: 1 → LLMs create. Agents act. Jev decides the next move. 2 ...

Here are the 10 steps:

1 → LLMs create. Agents act. Jev decides the next move.

2 → Turn agent forks into three primitives: Choice, Score and probability.

3 → Build with OpenAI, Anthropic or xAI first, then swap Jev in without rebuilding the graph.

4 → Start with shared state, parallel decisions, risk thresholds and an execution queue.

5 → Batch decisions instead of making them sequentially. In one test, 13 questions were 10x faster and 12.2x cheaper.

6 → Put Jev at bounded forks: agent, model, tool, browser action or human escalation.

7 → Benchmark the whole loop, not just individual model calls.

8 → Rank wide, read narrow: shortlist first, then spend compute on what matters.

9 → Reuse the same system: State → Questions → Action → Verify.

10 → Keep Jev out of math, writing and irreversible execution. Code computes, LLMs create, Jev decides.