Drop the needle on any frame. Deterministic Flight-Recorder (.jbx), Copy-on-Write ACID Tool Sandbox & Sub-Millisecond Time-Travel Runtime for Multi-Agent Systems.
tr_8f92a1c4.jbx
./ledger/2026_q4.json (64 bytes in CoW RAM)
blake3:7f02e9a1
$0.0000
postgres-mcp :: execute_sql (UPDATE invoices SET refunded=TRUE)
blake3:5d19c8e4
$0.0000
Every LLM token stream, seed, and MCP tool payload is canonically hashed into a portable .jbx file. Replay 20-step production failures locally in 0.41ms without API keys.
Wrap multi-agent tool calls in async with jb.transaction() as tx:. File edits and MCP calls stay in Copy-on-Write memory until your deterministic verifier calls await tx.commit().
Streaming cosine-similarity and AST-diff circuit breaker halts polite multi-agent death spirals in <0.2ms before runaway token loops drain your cloud budget.