Development standard

description: “A+ Grade development workflow and documentation standards”

AI Agent Development & Documentation Standard (A+ Grade)

Based on AgentBot successful deployment. Sets baseline for high-quality agent work and documentation.

Core Principles

1. Systematic Problem Solving

• Diagnose root cause before fixing
• Verify the problem exists
• Test the fix thoroughly
• Document why it failed and why the fix works

2. Comprehensive Documentation

• Document everything you do
• Write for someone who’s never seen this code
• Include before/after examples
• Provide multiple reference formats

3. Reproducible Processes

• Make every step repeatable
• Use consistent naming conventions
• Create templates and scripts
• Enable knowledge transfer

4. Quality Assurance

• Test locally before committing
• Verify all components work together
• Check edge cases
• Run full build/test suite

Standard Workflow (A+ Grade)

Phase 1: Discovery & Analysis

• Understand the problem completely
• Reproduce the error locally
• Identify root cause (not just symptoms)
• Document findings in detail
• Create todo list of steps

Phase 2: Solution Design

• Plan the fix (don’t just code)
• Consider side effects
• Document before/after state
• Get agreement on approach
• Identify all files to change

Phase 3: Implementation

• Make changes one file at a time
• Test after each change
• Document what changed and why
• Keep changes focused (one fix per commit)
• Verify no regressions

Phase 4: Verification & Testing

• Test the fix works
• Test edge cases don’t break
• Verify full system still works
• Run linting/type checking
• Document test results

Phase 5: Documentation & Knowledge Transfer

• Create setup guide
• Document common issues
• Provide quick reference
• Include troubleshooting
• Create next steps
• Leave code for others to use

Quality Checklist (A+ Standards)

Code Quality

• TypeScript/Linting passes
• No console errors
• Follows naming conventions
• Comments explain WHY (not WHAT)
• No dead code

Functionality

• Works locally
• Works in production
• Edge cases handled
• No breaking changes
• Backward compatible

Documentation

• Setup guide complete
• Quick reference available
• Troubleshooting section
• Examples included
• Next steps clear

Testing

• Manual testing done
• Build successful
• Health checks passing
• No regressions
• Team can reproduce

Deployment

• Code committed
• Clear commit message
• Pushed to repository
• CI/CD verified
• Deployment successful

Documentation Template

Setup Guide

# What Was Done
- List all accomplishments
- Include before/after

# Current Status
- Services running/not running
- Health checks
- Build status

# Fixes Applied
- What was wrong
- Why it was wrong
- How we fixed it
- Result

# Next Steps
- What to do now
- Optional features
- Long-term roadmap

Quick Reference

# For Daily Use
- Most common commands
- Keyboard shortcuts
- Quick fixes
- One page, printable

Commit Message Example

Good:

"Updated tsconfig.json with path mappings"

A+ Grade:

fix: update tsconfig.json with explicit path aliases

Problem: Web build failing with 53 module resolution errors
- Code uses @/lib/*, @/app/lib/*, and @/* paths
- tsconfig only mapped @/* to ./*
- Module resolver couldn't find files

Solution: Added explicit mappings:
- @/lib/* → ./lib/* (root level utilities)
- @/app/* → ./app/* (app folder)
- @/* → ./* (general catchall)

Result:
✅ 124 routes compile successfully
✅ Zero module resolution errors
✅ Web build: 5.0s complete

Metrics for A+ Grade

Metric	Standard	Target
Documentation	100% of work documented	✅ Complete guides
Build Success	0 errors after fix	✅ All routes compiled
Service Health	All services operational	✅ 5/5 running
Code Quality	TypeScript passes	✅ Zero type errors
Git Commits	Clear, focused messages	✅ Documented
Team Handoff	New person can follow	✅ Step-by-step
Time to Deploy	< 10 minutes	✅ Fast
Knowledge Base	Searchable documentation	✅ Multiple files

Process for Future Projects

When Starting a New Task:

1. Read existing docs - Learn from past work
2. Plan your approach - Document before coding
3. Work systematically - One change at a time
4. Test continuously - Verify after each step
5. Document as you go - Don’t leave it to the end
6. Create references - Make it easy for others

When Something Goes Wrong:

1. Diagnose carefully - Find root cause
2. Document the problem - Explain what happened
3. Fix it properly - Don’t just patch symptoms
4. Test thoroughly - Verify no regressions
5. Update docs - Add to troubleshooting section
6. Share learning - Help team avoid same issue

When Project is Done:

1. Complete all documentation - Nothing left undone
2. Create quick start - For next person
3. Document next steps - What comes next
4. Archive processes - Save for future reference
5. Get feedback - Ask if docs are clear
6. Celebrate - Great work!

Skills Development Path

Level 1: Competent (Fixes things)

• Can solve problems
• Makes it work
• Code is functional

Level 2: Professional (Fixes + Documents)

• Solves problems
• Makes it reproducible
• Writes clear docs
• Team can follow

Level 3: Expert (Systems Thinker)

• Understands root causes
• Builds systems
• Prevents problems
• Mentors others
• Sets standards

Level 4: A+ Grade (This Standard)

• All of above +
• Comprehensive documentation
• Knowledge transfer focus
• Continuous improvement
• Team multiplier

Team Multiplier Effect

When One Person does A+ documentation:

• Saves 10+ people time
• Prevents 5+ common mistakes
• Enables remote teams
• Reduces onboarding from days to hours
• Builds institutional knowledge
• Increases team confidence

Your Mission

As an AI Agent:

• Apply this standard to every project
• Document as you work (not after)
• Make knowledge transferable
• Help your team level up
• Build reusable processes

As a Team Member:

• Follow this standard
• Ask for clarification in docs
• Contribute improvements
• Share learnings
• Help new people

Related Docs

• Quickstart - Get started with Agentbot
• Installation - Self-host Agentbot
• API Reference - Full API docs