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10-day onboarding sprint covering prompts, evaluation, and ethical guardrails.

• Prompt Engineering 101

  Learn input/output framing, grounding context, and eval harness basics.

  35 min

• Evaluation Harness Sprint

  Wire a regression harness using LangSmith + lightweight guardrails.

  40 min

• Prompt Frameworks Deep Dive

  Break down task → context → exemplars → ask, then practice with real briefs.

  40 min

Hands-on labs for building finance + ops copilots with human oversight.

• Finance Agent Kickoff

  Connect bookkeeping data sources + design the daily narrative report.

  45 min

• Human-in-the-loop Playbooks

  Codify escalation paths + review rituals so agents stay aligned with HoDs.

  30 min

• Ledger Ingestion Worker

  Design an ingestion worker that normalizes XLS/CSV ledgers into Supabase.

  45 min

10-day intensive that teaches operators to brief, evaluate, and ship AI copilots safely.

• Operator Briefing Blueprint

  Turn a fuzzy business request into a concrete AI brief with guardrails, acceptance tests, and escalation paths.

  35 min

• Evaluation Harness in Supabase

  Instrument Supabase + OpenAI evals so every prompt/run set logs to lesson_events with measurable KPIs.

  40 min

• Finance Narrative Writer

  Build the daily finance narrative agent, wire it to Stripe + PostHog, and design the human-in-the-loop review.

  45 min

Ship a marketing+sales copilot with scripted outreach, lead grading, and automated recap emails.

• Persona + Offer Matrix

  Map personas to offers, prompts, and PostHog segments so the AI knows who it’s talking to.

  30 min

• Outbound Playbook Automation

  Use Resend + Supabase Functions to schedule outbound campaigns with human-approved templates.

  35 min

• Call Recap + Next Steps Agent

  Generate call recaps, file them in Notion, and push next steps into the CRM with escalation rules.

  25 min