What week 1 of the cohort actually looks like (from a learner's perspective)

Most cohort marketing pages describe weeks abstractly. Here is what week 1 actually looks like to a learner. Names redacted; everything else real.

Monday (Day 0) — Live session 1

9:00 AM. Learner joins the Zoom. Cohort of 18. Roll call. Facilitator (Snake or Naveen) opens.

9:05 AM. Block 1 starts: "What is an LLM, really?" The facilitator explains the model as a statistical predictor. Live demo: ChatGPT predicts the next token of "Mary had a little..." Shows the probability distribution.

9:45 AM. Break.

9:55 AM. Block 2 starts: "The 5 prompt patterns every professional needs." Facilitator walks through Persona, Few-Shot, Chain-of-Thought, Output Format Spec, Context Embedding. Each pattern has 1 worked example.

10:55 AM. Break.

11:05 AM. Block 3 starts: hands-on lab. Each learner picks one workflow from their actual job. Writes 3 prompts in 30 min. Posts screenshots to the cohort Slack channel. Facilitator and coach review live.

11:55 AM. Assignment for the week: 3 prompts/day on real work. Log results. Share 1 prompt/day in Slack.

12:00 PM. Wrap.

Tuesday-Thursday — Async practice

Each learner runs 3 prompts/day on real work. Some examples from a recent federal civilian cohort:

• HR analyst: prompts for drafting onboarding-checklist tailored emails
• Acquisition specialist: prompts for summarizing 50-page solicitations into 1-page CO briefings
• Program manager: prompts for drafting weekly status reports from 2 hours of meeting transcripts
• Records officer: prompts for classifying agency records against the NARA retention schedule

Learners post 1 prompt/day to Slack with a screenshot of input + output + a 1-sentence note: "what worked / what didn't."

Wednesday office hours (1 hour)

Drop-in Zoom with the coach. Typical week-1 questions:

• "My prompt works for 7 of 10 cases. How do I know if that's good enough?"
• "I tried the Chain-of-Thought pattern and it made the output worse. Why?"
• "My company blocks ChatGPT. Can I use Claude instead?"

These get answered in real time. Office hours is the highest-leverage hour of the week.

Friday — Weekly retro

Coach posts a Friday review in Slack:

• Top 3 patterns the cohort tried
• Most-improved learner (one paragraph on their progress)
• Most-common stuck point
• Reading for the weekend: 2 chapters of *Prompt to Product*

Saturday + Sunday — Free

No work assigned. Most learners are exhausted by Friday.

What the learner has at end of week 1

• 15-21 prompts written and tested on real work (3/day × 5-7 days)
• 5-7 Slack posts documenting what worked
• 2 chapters of the book read and annotated
• A working sense of which prompt patterns fit their job and which don't

Week 2 starts on Monday.

Why this matters

Most "4-week cohorts" are 4 separate 3-hour sessions with nothing in between. Learners forget Session 1 by Session 2. The async practice + Slack channel + office hours is what makes the cohort actually stick.

This is exactly the kind of detail we publish in the curriculum, and the kind of detail vendors competing with us mostly don't publish.

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