Operator services
Paid audit — prompts, agents, deployments
A second opinion from an editor who actually runs these systems. Three tiers, no consulting-retainer dance.
5 business days
Quick Look
$35
A 200-word written opinion on a single prompt, agent loop, or model-selection choice. Best for 'is this prompt costing me money for no reason' questions.
10 business days
Full Report
$95
An 800-1,200-word written report on a specific deployment, with a written cost model and three concrete recommendations. Includes one round of follow-up.
By appointment
Pair Session
$250/hr
60-minute live pair-debug or pair-architecture session. Calendar-bound, by appointment, US/UK timezones. Reserved for ongoing operator engagements.
How to engage
Email hello@kwj.ai with a one-paragraph description of the workload, which tier you want, and any non-disclosure constraints. Payment via Stripe invoice on accepted scope. Refund policy: full refund before work begins; pro-rata if the editor terminates scope.
Liability
Audits are opinions, not legal, financial, or operational warranties. The editor makes no claim that any recommendation will produce a specific outcome. Operators retain final responsibility for production decisions.
Conflicts of interest
The Almanac does not audit a deployment that runs on a current Sponsor's model or platform. Where a conflict arises, the audit is referred to a vetted independent partner.
The editor's calendar is finite. Audits are accepted in the order received. Expect 48-hour acknowledgement.