Blog
The team building Moji writes here about what agent jobs cost. We also write about how to check agent work and keep it inside a budget.
PHP2Shell: check your sites, then find the next flaw first
AI helped find two critical PHP flaws that let attackers take over web servers. How to check and patch your sites today, and how to point your own agents at your code before attackers do.
How to cap what Claude Code and Codex agents spend
A spending cap for Claude Code and Codex agents should cover the whole job, be priced before it starts and stop new work once it is spent.
Inference is part of the job cost
A production AI job spans many steps and model calls. Its budget needs to cover the complete run, including checks and recovery.
A multi-step job needs one control record
Model calls, checks, recovery and delivery belong to the same production job. Control them as one run instead of isolated requests.
The bill should follow the work
A model bill lists calls. An operating budget shows which jobs those calls delivered and whether the results held their thresholds.
How Moji prices a workflow
Moji prices every step of a swarm before it runs. Public examples stay illustrative until the structure and thresholds are set with the customer.