Pixelik
Agent

Production AI.

Production is where AI systems earn their keep or quietly fail. Evals, observability, model lifecycles, handover, and the operational discipline that keeps a system running after launch.

T-04

The ownership handover: what you should hold when the vendor leaves

Code alone is not ownership. The six-part handover standard for AI systems: code, prompts, infrastructure, evals, credentials, runbooks, and how to demand it.

Playbooks

21 Aug 2026 · 5 min

T-03

LLM evals, explained for the people paying for the system

Evals are how an AI system proves it works. What they are in plain language, why vendors skip them, and exactly what to demand in your handover.

Definitions

21 Aug 2026 · 6 min

T-02

Our sales funnel is an AI agent. In June, it silently died.

A field note on running production AI on ourselves: the model retirement that killed our intake chat, and the checklist we now apply to every system we ship.

Field notes

12 Aug 2026 · 6 min

Other topicsForward-DeployedWhy AI StallsChoosing a Partner

03 · Start

Put an engineer
inside your workflow.

Start with our Discovery Agent: a handful of questions, a structured brief, and a Workflow Audit booked straight into the calendar. Prefer to skip the conversation? Book the audit directly.

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