Project Management¶
Overview¶
Coordinate BrainSAIT product development, agent enhancements, and cross-functional initiatives with structured sprints, milestones, and stakeholder communication.
Channel Structure¶
Project Channels¶
| Channel | Purpose | Members |
|---|---|---|
#proj-[name] | Main project coordination | Project team |
#proj-[name]-standup | Daily async standups | Core team |
#proj-[name]-stakeholders | Executive updates | Leadership + PM |
Engineering Channels¶
| Channel | Purpose |
|---|---|
#agent-development | Agent feature work (ClaimLinc, PolicyLinc, etc.) |
#nphies-integration | NPHIES compliance and updates |
#code-review | PR reviews and discussions |
#deployments | Release coordination |
Project Types¶
Agent Enhancement¶
📦 Agent Enhancement Project
├── Agent: ClaimLinc / PolicyLinc / DocsLinc / etc.
├── Feature: [Description]
├── Sprint Duration: 2 weeks
├── Team: [PM, Engineer(s), QA]
└── Success Metric: [KPI improvement target]
Customer Implementation¶
🏥 Customer Implementation
├── Customer: [Name]
├── Products: [Agent list]
├── Timeline: 4-8 weeks
├── Team: [CSM, PS, Engineering]
└── Success Metric: Go-live, 98% clean claim rate
Platform Initiative¶
🔧 Platform Initiative
├── Initiative: [Name]
├── Scope: Infrastructure / Security / Performance
├── Timeline: [Duration]
├── Team: [Engineering leads]
└── Success Metric: [Technical KPI]
Sprint Structure¶
Sprint Ceremonies¶
| Ceremony | When | Duration | Purpose |
|---|---|---|---|
| Sprint Planning | Day 1 | 2 hours | Scope and commit |
| Daily Standup | Daily | 15 min | Sync and blockers |
| Sprint Review | Last day | 1 hour | Demo to stakeholders |
| Retrospective | Last day | 1 hour | Process improvement |
Sprint Board States¶
| State | Definition |
|---|---|
| Backlog | Prioritized, ready for sprint |
| To Do | Committed for current sprint |
| In Progress | Actively being worked |
| In Review | PR submitted, awaiting review |
| QA | Testing in progress |
| Done | Merged and deployed |
Key Messages¶
Project Kickoff¶
🚀 Project Kickoff: [Project Name]
Objective: [One-line goal]
Team:
- 👤 PM: @[name]
- 💻 Tech Lead: @[name]
- 🔧 Engineers: @[names]
- ✅ QA: @[name]
Timeline:
- Start: [Date]
- Target Completion: [Date]
- Milestones: [Key dates]
Success Metrics:
Key Resources:
- PRD: [Link]
- Design: [Link]
- Jira Board: [Link]
Async Standup Template¶
## Standup - [Date]
**Yesterday:**
- ✅ [Completed task]
- ✅ [Completed task]
**Today:**
- 🔄 [Planned task]
- 🔄 [Planned task]
**Blockers:**
- 🚫 [Blocker] - Need: [What's needed]
- ✅ None
Weekly Status Update¶
## Weekly Status - [Project Name]
**Week:** [X] of [Y]
**Status:** 🟢 On Track / 🟡 At Risk / 🔴 Blocked
### Progress
- Sprint [X] completion: [X]%
- Features completed: [List]
- Features in progress: [List]
### Key Accomplishments
- ✅ [Achievement 1]
- ✅ [Achievement 2]
### Upcoming Milestones
| Milestone | Date | Status |
|-----------|------|--------|
| [Milestone] | [Date] | On Track/At Risk |
### Risks & Blockers
| Risk | Impact | Mitigation | Owner |
|------|--------|------------|-------|
| [Risk] | H/M/L | [Action] | @[name] |
### Decisions Needed
- [ ] [Decision] - By: [Date] - Owner: @[name]
Sprint Review Summary¶
📊 Sprint [X] Review: [Project Name]
Velocity: [X] points completed / [Y] committed
Highlights:
- ✅ [Feature 1] - shipped to production
- ✅ [Feature 2] - ready for QA
- 🔄 [Feature 3] - 80% complete, carries over
Demo Recording: [Link]
Impact:
- ClaimLinc validation accuracy: +[X]%
- Processing time reduced: [X] sec
Next Sprint Focus:
- [Priority 1]
- [Priority 2]
Agent Development Workflow¶
Feature Development¶
1. PRD Approved
↓
2. Technical Design
↓
3. Sprint Planning (committed)
↓
4. Development
↓
5. Code Review
↓
6. QA Testing
↓
7. Staging Deployment
↓
8. UAT with Customer (if applicable)
↓
9. Production Release
↓
10. Monitoring & Validation
Agent-Specific Considerations¶
| Agent | Key Testing | Stakeholders |
|---|---|---|
| ClaimLinc | NPHIES compliance, validation rules | RCM team, Customers |
| PolicyLinc | Payer accuracy, response time | Sales, Customers |
| DocsLinc | OCR accuracy, extraction quality | Product, Customers |
| RadioLinc | Sensitivity, specificity | Clinical advisors |
| Voice2Care | Intent accuracy, Arabic dialect | Product, Call center |
Release Management¶
Release Checklist¶
- All sprint items merged to main
- QA sign-off received
- Release notes drafted
- Customer communication prepared (if breaking changes)
- Monitoring alerts configured
- Rollback plan documented
- On-call engineer assigned
Release Announcement¶
🚢 Release: v[X.Y.Z]
Date: [Date] Type: Feature / Bugfix / Hotfix
Changes:
- ✨ [New feature]
- 🐛 [Bug fix]
- ⚡ [Performance improvement]
Agent Updates:
- ClaimLinc: [Changes]
- PolicyLinc: [Changes]
Customer Impact: None / [Description]
Rollback: [Plan if needed]
Integration Points¶
- Jira: Sprint boards and backlog
- GitHub: Code repository and PRs
- Notion: PRDs and documentation
- Figma: Design files
- DataLinc: Performance monitoring