Chapter 11: Team Collaboration: Handoffs, Shared Prompts, and Review

February 5, 2026 · 3 min read
blog

Series: LLM Development Guide

Chapter 11 of 15

Previous: Chapter 10: Measuring Success: Solo + Team Metrics Without Fake Precision

Next: Chapter 12: Templates + Checklists: The Copy/Paste Kit

What you’ll be able to do

You’ll be able to run this workflow on a team without turning it into process theater:

  • Hand off work mid-phase without a meeting.
  • Share prompts that actually work.
  • Review LLM-assisted code with the same rigor as human code.

TL;DR

  • Teams fail at LLM work because chat context is not shareable.
  • Plans, prompt docs, and work notes make context portable.
  • Keep review focused on code and verification, not on how the code was produced.
  • Maintain a small set of “golden” reference implementations.

Table of contents

Handoff patterns

Mid-phase handoff

If you hand off in the middle of a phase, provide:

  • Updated work notes with status, decisions, open questions, and exact next step.
  • The phase prompt doc.
  • The reference implementation paths used.
  • Any verification output (test results, lint output).

Handoff template:

## Handoff: <Phase>

### Status
<What's done, what's in progress, what's blocked>

### Files to review
- <file 1>
- <file 2>

### Key decisions
- <Decision>: <Rationale>

### Open questions
- [ ] <Question>

### Immediate next step
<Exact command or file edit to do next>

### How to resume
1. Load prompts/<phase>.md
2. Load work-notes/<phase>.md
3. Continue from the last session log entry

Phase boundary handoff

Phase boundary handoffs are easier:

  • Work notes are marked complete.
  • The next phase starts cleanly.

Shared prompt libraries

A shared library reduces rework and increases consistency.

A reasonable structure:

prompt-library/
  planning/
  implementation/
  testing/
  review/

Quality bar:

  • Prompts are specific enough to be useful.
  • Prompts are general enough to be reused.
  • Prompts record “when to use” and “prereqs”.
  • Prompts have been used successfully multiple times.

Review checklist

LLM-assisted work should be reviewed like any other work.

High-signal checks:

  • Imports and APIs exist (no hallucinations).
  • Error handling is complete.
  • Output matches reference patterns.
  • Verification was actually run.
  • Commits are atomic and explain intent.
  • Tests test behavior, not just existence.

Verification

Create a shared template file so handoffs are consistent:

mkdir -p docs

cat > docs/llm-handoff-template.md <<'MD'
# LLM Work Handoff Template

## Phase

## Status

## Files to review

## Key decisions

## Open questions

## Verification run
- <command>
- Expected: <...>

## Next step

## How to resume
- Prompt:
- Work notes:
- References:
MD

Expected result:

  • Anyone can hand off work in under five minutes.

Continue -> Chapter 12: Templates + Checklists: The Copy/Paste Kit

Authors
DevOps Architect · Applied AI Engineer
I’ve spent 20 years building systems across embedded firmware, security platforms, fintech, and enterprise architecture. Today I focus on production AI systems in Go: multi-agent orchestration, MCP server ecosystems, and the DevOps platforms that keep them running. I care about systems that work under pressure: observable, recoverable, and built to last.