Blog

Three filters applied in order, five models on three axes, where the answer inverts between seed and Series A, and the five contract terms that hold whichever model wins.

The four models buyers confuse on one control axis, the SLA metrics that belong in the contract rather than the kickoff deck, the security floor, and four patterns that should end the conversation.

The one split that defines the model, three commercial arrangements, five contract clauses, and six onboarding steps that decide whether the first week is billed or wasted.

How it differs from augmentation, dedicated teams and project outsourcing, what it costs by region, what actually drives ramp-up, and four questions that separate mature providers from sales teams.

Think, plan, act, observe, and what breaks when you merge two of them. Three production failure modes with fixes, guardrails at three points, and the metric auditors ask for.

The fork that shapes everything after it, the five components every agent needs, and the memory layer most tutorials skip.

Three prompting patterns that cut hallucination, the seven fields every agent output should return, and the quota layer teams skip until a runaway loop shows up on the invoice.

Why stage beats hourly rate, what the three models cost across four regions, the five contract clauses to treat as preconditions, and a pilot that tells you the truth in four weeks.

Six lifecycle stages with compliance built into the architecture rather than the release: architecture patterns, trajectory evaluation, progressive rollout and decision-level auditability.

One workflow, a chosen stack, three guardrail layers and a realistic cost range. A build plan that gets you from MVP to production in 90 days rather than 90 slides.