readyagentsdev 1.4.0

ReadyAgents Core 1.4.0

TokenOps: estimate, spend caps, ledger, and runaway guards.

Versioned, overridable model price table (READYAGENTS_PRICES); unknown models
are explicitly unpriced, never a silent zero. readyagents run PATH --estimate
walks the engine's routing with no execute and no network and prints a range
with assumptions. --max-spend / --max-tokens are consulted before each model
call; parallel branches share one meter; a resumed run continues the same
budget. --label KEY=VALUE is stored on the run and in an append-only
hash-chained spend ledger (readyagents spend). Cache hits/misses/savings
appear on the run record, runs report, and the ledger. Runaway guards
(--max-model-calls, --max-run-tool-rounds, --max-wall-seconds, workflow
runaway:) raise RunawayGuard, distinct from BudgetExceeded and
CircuitOpen. Optional tokenizer extra is not in all. The provider invoice
is authoritative. Without the new flags, behaviour is unchanged.

Packs are waitlisted, not for sale.

Try it

pip install readyagentsdev==1.4.0
readyagents run examples/calc_pipeline.yaml --estimate
readyagents spend

Or clone https://github.com/readyagentsdev/readyagents-core and pip install -e ..