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Cluster 06 of 10

Hiring & onboarding

Job descriptions, context packs, SOPs, goals and the first thirty days. The practice of turning a role into something an AI employee can hold.

Hiring & onboarding 10 articles
02 OCT 2026 Claude Frontier Academy: $100M for 10,000 Engineers Anthropic will spend $100 million to train 10,000 Frontier Deployed Engineers by the end of 2027, starting with Accenture, McKinsey, Deloitte and five more. The program, the cohort, the rivals. GuidesHiring 11 min
Data illustration on off-white paper: small engineer figures walk from a cluster of eight office towers along a teal path into a building signed Frontier Academy and come out wearing amber badges; huge numbers read $100M and 10,000, labeled engineers by end of 2027
 31 JUL 2026 The First 30 Days With an AI Employee A practical first-month operating rhythm: orient and observe (days 1-3), shadow (days 4-7), drafts (week 2), approved actions (week 3), bounded shifts (week 4), and the Day 30 decision memo. GuidesHiring 20 min
Napkin-style sketch of a 30-day calendar strip divided into five labeled phases - observe, shadow, draft, approved action, bounded shifts - with a decision flag at day 30
 31 JUL 2026 How to Write an AI Employee Job Description An operating contract, not a recruitment ad: mission, intake, responsibilities, sources, authority, deliverables, KPIs, escalation, continuity, and change control - with a copy-and-use template. GuidesHiring 29 min
Napkin-style sketch of a job description document splitting into labeled specification blocks: mission, intake, responsibilities, sources, authority, KPIs, escalation, and continuity
 31 JUL 2026 How to Write SOPs an AI Employee Can Actually Use A testable operating contract for one repeatable procedure: trigger, inputs, bounded steps, decision rules, evidence, approvals, and stop conditions - with a copyable template. GuidesHiring 28 min
Napkin-style sketch of a procedure document transforming into a step chain, each step carrying an action, evidence tag, and resulting state
 31 JUL 2026 How to Set Goals for an AI Employee A bounded result, not an unlimited direction: one owned outcome plus acceptance conditions, constraints, non-goals, authority limits, priority rules, and stop conditions - with a copyable template. GuidesHiring 24 min
Napkin-style sketch of a goal target surrounded by a labeled boundary fence of constraints, non-goals, evidence, and stop conditions
 31 JUL 2026 How to Onboard an AI Employee With Graduated Autonomy Six evidence-gated stages - prepare, observe, shadow, draft, approved action, bounded independent shifts - and the four boundaries (scope, context, access, authority) that expand one at a time. GuidesHiring 24 min
Napkin-style sketch of a six-step onboarding ladder rising left to right, each step labeled: prepare, observe, shadow, draft, approved action, independent shifts, with an evidence gate between steps
 31 JUL 2026 Best Tasks for AI Employees: 12 Good Fits and 10 to Keep Human-Led A 7-factor scorecard for what to delegate: 12 strong starting tasks, 10 to keep human-led, and the metrics that prove a task is working - accepted outcomes, not activity. GuidesHiring 22 min
Napkin-style scorecard showing seven labelled factors - recurrence, digital inputs, observable output, variable path, bounded authority, recoverability, escalation - with a highlighted 28-35 pilot band
 31 JUL 2026 AI Employee Role Scorecard: A Pre-Hire Template Six non-compensating gates and 12 scored criteria that decide whether a proposed role is ready to test: outcome, scope, context, tools, authority, evaluation, ownership, and economics. GuidesHiring 23 min
Napkin-style sketch of a pre-hire scorecard sheet with six gate checkboxes above twelve scored criterion rows and a total band
 31 JUL 2026 AI Employee KPIs: Measure Outcomes, Quality, and Escalation The best KPI is not tasks completed: a seven-layer scorecard - outcome, quality, escalation, reliability, cost, risk, diagnostics - with formulas, worked examples, and anti-gaming checks. GuidesHiring 22 min
Napkin-style sketch of a seven-layer KPI scorecard pyramid with accepted outcomes at the top and activity diagnostics at the base
 30 JUL 2026 How to Hire an AI Employee: A 12-Step Outcome-First Process Start with one recurring outcome, not a job title. A 12-step process covering task fit, role charters, permissions, evaluation sets, and a graduated pilot that earns each new authority. GuidesHiring 18 min
Hand-drawn winding path with twelve numbered stops from an outcome flag to a standing-role badge, with an approval checkpoint gate along the way
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