You know your domain. You need someone who knows AI to meet you where you are — on your actual codebase, in your tools, working through your daily tasks. Not a course, not generic advice. A focused 60-minute session that ends with a workflow you can use tomorrow.
What You'll Walk Away With
// every session produces concrete outputs — here's what they actually look like
Custom Prompt Library
A curated set of prompts and templates built for your role, your stack, and the tasks you do most. Yours to keep and extend.
# PR Review — Rails API
You are reviewing a pull request for a Rails 7 API.
Focus on:
- N+1 queries (check includes/preload)
- Missing index migrations
- Serializer field exposure (no leaking internal IDs)
- RSpec coverage for new controller actions
Format your review as:
## Summary (1-2 sentences)
## Issues (blocking / non-blocking)
## Nits (style, naming)# Debug Workflow — Production Errors
Given this error log:
```
{{paste error here}}
```
1. Identify the root exception and trace it to source
2. Check if this is a known pattern (timeout, OOM, nil)
3. Suggest a fix with before/after code blocks
4. Write a regression test in RSpecTool Configs
Copilot, Cursor, Claude, or whatever you're running — optimized settings, integration patterns, and keyboard shortcuts for your environment.
# Cursor Rules — React + TypeScript
You are an expert in React 18, TypeScript, TailwindCSS.
Conventions:
- Use functional components with hooks only
- Prefer server components by default (Next.js 14)
- Use Zod for runtime validation at API boundaries
- Co-locate tests: Button.tsx → Button.test.tsx
Never:
- Use `any` type — use `unknown` and narrow
- Add console.log in committed code
- Create barrel exports (index.ts re-exports)# Claude Code Project Config
## Stack
- Python 3.12, FastAPI, SQLAlchemy 2.0
- PostgreSQL 16, Redis 7
- pytest + httpx for testing
## Commands
npm run dev → uvicorn with reload
npm run test → pytest -x --tb=short
npm run lint → ruff check + mypy
## Rules
- All endpoints need Depends(get_current_user)
- Use async def for all route handlersWritten Playbook
A step-by-step action plan documenting everything we built. Clear enough to follow without us, shareable with your team.
# Session Playbook — Maria, Senior DevOps
# Date: 2026-04-08 | Stack: Terraform + AWS + GitHub Actions
## What We Built
1. IaC Review Prompt — catches security groups,
missing tags, and drift risks before plan/apply
2. CI Pipeline Generator — takes a service name
and outputs a deploy workflow with staging gate
3. Incident Runbook Writer — turns post-mortems
into step-by-step runbooks for on-call
## Action Items (This Week)
☑ Add IaC review prompt to team's shared vault
☑ Test pipeline generator on the billing-service repo
☐ Share runbook writer with on-call rotation lead
☐ Reply with questions — async support ends Apr 15
## Files Delivered
• /prompts/iac-review.md
• /prompts/ci-pipeline-gen.md
• /prompts/runbook-writer.md
• /configs/.cursorrules
• This playbook7 Days Async Support
After the session you'll have questions. Reply to your follow-up email with whatever comes up — we respond within 24 hours.
Exception: fields matching *_ref_id are internal reference keys and safe to expose.Updated file attached. Also noticed your debug prompt could use the same exception list — updated that too.
University Access
Full access to all PickBits University content — structured AI learning to reinforce and extend what we cover in the session.
Prompt Engineering Fundamentals
Master the patterns behind every prompt we build in your session
AI-Assisted Development
Deep dives into Copilot, Cursor, and Claude Code workflows
AI Security & Best Practices
Guardrails, validation, and safe patterns for production AI
All courses unlock immediately after your session — learn at your own pace, revisit topics as your workflow evolves.
The Experience
// from booking to follow-up
Pre-Survey
10-minute form about your role, stack, and goals so we hit the ground running
Live Session
Screen-share on your actual codebase — building prompts, configuring tools, working through real tasks
Deliverables
Prompt library, tool configs, and a written playbook — everything we built, packaged and ready to use
Async Q&A
Questions come up as you apply the workflow — reply to your follow-up email anytime, we respond within 24 hours
Common Questions
// before you book
Yes — this is for working professionals who already use their tools daily. You don't need to be an AI expert, but you need a real codebase or workflow to work with. We don't do intro-level sessions.
Yes. The deliverables apply to any stack. Tell us what you're working with in the booking form and we'll confirm fit before scheduling.
For most people, one focused session delivers a working workflow they can build on independently. The 7-day async support and written playbook fill gaps without a second call. Follow-up sessions are available with no package required.
Consulting transforms entire IT teams — multi-week engagements, org-level strategy, custom rollouts. Coaching levels up individuals fast. If you're a team of 5+, AI Consulting is the right path.
Book a Session
// pick a time that works for you — paid before we meet
Need Team-Level Transformation?
Coaching is for individuals. For teams of 5+, multi-week AI rollouts, and org-level strategy, check out AI Consulting.
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