Streamlining Development Processes | Ship Faster
Eliminate development bottlenecks with process mapping and automation. GitScrum tracks cycle time, surfaces blockers, and measures improvement across sprints.
8 min read
Development processes should help teams deliver, not slow them down. Streamlining means eliminating unnecessary steps, automating repetitive work, and reducing handoffs. The goal is getting code from idea to production as smoothly as possible.
Process Friction
| Friction Point | Impact | Solution |
|---|---|---|
| Slow code review | Days waiting | Review SLA |
| Manual deployment | Risk, delays | CI/CD automation |
| Unclear requirements | Rework | Better grooming |
| Too many approvals | Bottleneck | Reduce gates |
| Context switching | Productivity loss | WIP limits |
Finding Friction
Process Mapping
MAP YOUR CURRENT PROCESS
ββββββββββββββββββββββββ
STEP 1: LIST EVERY STEP
βββββββββββββββββββββββββββββββββββββ
From idea to production:
1. Requirement created
2. Groomed/refined
3. Sprint planning
4. Development starts
5. Local testing
6. Create PR
7. Wait for review
8. Review feedback
9. Address feedback
10. Merge
11. Deploy to staging
12. QA testing
13. Deploy to production
14. Monitor
STEP 2: MEASURE TIME
βββββββββββββββββββββββββββββββββββββ
For each step, track:
βββ Active time (actually working)
βββ Wait time (sitting idle)
βββ Total time
Example:
Step Active Wait Total
ββββββββββββββββββββββββββββββββββββββββββββ
Development 16h - 16h
Wait for review - 48h 48h
Review 2h - 2h
Address feedback 4h - 4h
Wait for QA - 24h 24h
QA testing 4h - 4h
Deploy prod 1h - 1h
ββββββββββββββββββββββββββββββββββββββββββββ
TOTAL 27h 72h 99h
Active: 27 hours (27%)
Waiting: 72 hours (73%)
INSIGHT: 73% of time is waiting.
STEP 3: IDENTIFY BOTTLENECKS
βββββββββββββββββββββββββββββββββββββ
Biggest wait times:
βββ Code review: 48h β reduce first
βββ QA queue: 24h β reduce second
βββ These are your targets
βββ 80/20: Fix biggest impact first
Eliminating Waste
Remove Unnecessary Steps
WASTE ELIMINATION
βββββββββββββββββ
TYPES OF WASTE:
βββββββββββββββββββββββββββββββββββββ
WAITING:
βββ For review
βββ For approval
βββ For information
βββ For environment
βββ Reduce by: SLAs, automation, self-service
HANDOFFS:
βββ Dev to QA
βββ Team to team
βββ Person to person
βββ Reduce by: Cross-functional teams
REWORK:
βββ Bugs from poor specs
βββ Fixes after review
βββ Rollback and redo
βββ Reduce by: Better quality upfront
OVERPROCESSING:
βββ Approvals nobody reads
βββ Documentation nobody uses
βββ Meetings for everything
βββ Reduce by: Eliminate if not adding value
MOTION:
βββ Switching between tools
βββ Finding information
βββ Context switching
βββ Reduce by: Consolidate tools, reduce WIP
QUESTION EACH STEP:
βββββββββββββββββββββββββββββββββββββ
For every process step, ask:
βββ "Does this add value?"
βββ "What if we skipped it?"
βββ "Can we automate it?"
βββ "Can we combine it with another step?"
βββ "Who decided we need this?"
βββ If no good answer, eliminate
Reduce Handoffs
HANDOFF REDUCTION
βββββββββββββββββ
PROBLEM:
βββββββββββββββββββββββββββββββββββββ
Every handoff has:
βββ Wait time to pick up
βββ Context loss
βββ Communication overhead
βββ Blame opportunity
βββ Quality risk
BEFORE:
βββββββββββββββββββββββββββββββββββββ
Dev β Code Review β QA β Ops β Deploy
(4 handoffs = 4 opportunities for delay)
AFTER:
βββββββββββββββββββββββββββββββββββββ
Cross-functional team does it all:
βββ Pair program (built-in review)
βββ Automated tests (built-in QA)
βββ CI/CD (no ops handoff)
βββ Deploy on merge
βββ 0 handoffs
STRATEGIES:
βββββββββββββββββββββββββββββββββββββ
1. Cross-functional teams
βββ Team has all skills
βββ No external dependencies
βββ Own end-to-end
2. "You build it, you run it"
βββ Team deploys their code
βββ Team handles incidents
βββ Full ownership
3. Shift left
βββ Testing during development
βββ Security in design
βββ Ops concerns in code
βββ Problems found earlier
4. Pair/mob programming
βββ Review built-in
βββ Knowledge shared
βββ No waiting
Automation
What to Automate
AUTOMATION PRIORITIES
βββββββββββββββββββββ
HIGH VALUE (DO FIRST):
βββββββββββββββββββββββββββββββββββββ
Testing:
βββ Unit tests on commit
βββ Integration tests on PR
βββ E2E tests on merge
βββ Security scanning
βββ No manual test passes
Deployment:
βββ Build automatically
βββ Deploy on merge
βββ Rollback capability
βββ Feature flags
βββ No manual deployment steps
Code Quality:
βββ Linting on save
βββ Formatting on commit
βββ Style checking
βββ Complexity metrics
βββ No manual code style reviews
MEDIUM VALUE:
βββββββββββββββββββββββββββββββββββββ
Notifications:
βββ Deploy success/failure
βββ Test failures
βββ Review needed
βββ Task status changes
βββ No manual status updates
Environment:
βββ Spin up on demand
βββ Database seeding
βββ Config management
βββ No manual setup
AUTOMATION PRIORITY TEST:
βββββββββββββββββββββββββββββββββββββ
Automate if:
βββ Happens frequently
βββ Is rule-based (no judgment)
βββ Is error-prone manually
βββ Is boring for humans
βββ Creates delays when manual
βββ Has clear success criteria
Speed Improvements
Code Review Speed
FASTER CODE REVIEW
ββββββββββββββββββ
PROBLEM:
βββββββββββββββββββββββββββββββββββββ
PRs wait 2-3 days for review.
Biggest bottleneck for most teams.
SOLUTIONS:
βββββββββββββββββββββββββββββββββββββ
1. REVIEW SLA
"First review within 4 hours"
(or 24 hours max)
Track and make visible.
2. SMALL PRs
Under 400 lines.
Faster to review.
Smaller = quicker turnaround.
3. DEDICATED REVIEW TIME
10-11am: Review hour
Everyone reviews together.
No context switching.
4. PAIR PROGRAMMING
Review happens as you code.
Zero wait time.
Higher quality.
5. AUTO-ASSIGN
Round-robin assignment.
No "who should review this?"
CODEOWNERS file.
6. CI FIRST
CI must pass before human review.
Don't waste reviewer time on broken builds.
TRACKING IN GITSCRUM:
βββββββββββββββββββββββββββββββββββββ
Task β Status: Code Review
Track time in this status.
Alert if > 24 hours.
Dashboard visibility.
Deployment Speed
FASTER DEPLOYMENTS
ββββββββββββββββββ
PROBLEM:
βββββββββββββββββββββββββββββββββββββ
Deployment is scary, slow, infrequent.
Leads to big, risky releases.
SOLUTIONS:
βββββββββββββββββββββββββββββββββββββ
1. CI/CD PIPELINE
βββ Automated build
βββ Automated tests
βββ Automated deploy
βββ One click or automatic
βββ No manual steps
2. FEATURE FLAGS
βββ Deploy code without releasing
βββ Gradual rollout
βββ Quick disable if problems
βββ Decouple deploy from release
βββ Deploy more confidently
3. SMALLER DEPLOYMENTS
βββ Deploy more often
βββ Smaller changes = less risk
βββ Easier to rollback
βββ Faster to debug
βββ "If it hurts, do it more often"
4. AUTOMATED ROLLBACK
βββ One-click rollback
βββ Automatic on failure
βββ Previous version ready
βββ Reduces deploy fear
TARGET:
βββββββββββββββββββββββββββββββββββββ
From: Deploy weekly (scary)
To: Deploy daily (routine)
To: Deploy on every merge (continuous)
Each step reduces risk and increases speed.
GitScrum Streamlining
Process Optimization
GITSCRUM FOR STREAMLINED PROCESS
ββββββββββββββββββββββββββββββββ
SIMPLE WORKFLOW:
βββββββββββββββββββββββββββββββββββββ
Keep minimal:
βββ To Do
βββ In Progress
βββ Review (optional)
βββ Done
βββ Fewer states = less overhead
Each state = Real status, not bureaucracy
AUTOMATIONS:
βββββββββββββββββββββββββββββββββββββ
βββ PR merged β Task to Done
βββ Task assigned β Notify assignee
βββ Stale 3 days β Alert
βββ Status change β Update stakeholders
βββ Reduce manual status updates
INTEGRATIONS:
βββββββββββββββββββββββββββββββββββββ
βββ GitHub/GitLab: PRs link to tasks
βββ CI/CD: Build status visible
βββ Slack: Notifications
βββ Calendar: Sprint dates
βββ Single source of truth
METRICS:
βββββββββββββββββββββββββββββββββββββ
Track automatically:
βββ Cycle time
βββ Time in each status
βββ Bottleneck visibility
βββ Sprint velocity
βββ Use data to improve
REDUCE OVERHEAD:
βββββββββββββββββββββββββββββββββββββ
Don't require:
βββ Detailed time logging
βββ Comments on every task
βββ Multiple approval steps
βββ Complex custom fields
βββ Only what adds value
Continuous Improvement
Improvement Cycle
CONTINUOUS IMPROVEMENT
ββββββββββββββββββββββ
REGULAR RETROSPECTIVES:
βββββββββββββββββββββββββββββββββββββ
Every sprint, ask:
βββ What slowed us down?
βββ What was frustrating?
βββ What can we eliminate?
βββ What can we automate?
βββ Pick ONE thing to improve
SMALL EXPERIMENTS:
βββββββββββββββββββββββββββββββββββββ
βββ Try for one sprint
βββ Measure the impact
βββ Keep if better
βββ Revert if worse
βββ Low risk experimentation
EXAMPLE IMPROVEMENTS:
βββββββββββββββββββββββββββββββββββββ
Sprint 1: "Code review taking 3 days"
Action: Implement 24h SLA
Result: Down to 1 day β
Sprint 2: "Deployment still manual"
Action: Automate staging deploy
Result: 10 min β 2 min β
Sprint 3: "Too many meetings"
Action: Cancel one recurring meeting
Result: +4 hours/week for team β
Continuous, incremental improvement.
Best Practices
For Streamlined Development
Anti-Patterns
PROCESS MISTAKES:
β Adding steps without removing
β Approval for everything
β Manual repetitive tasks
β Big bang releases
β Handoffs between silos
β Complex workflows
β No measurement
β Never questioning "why we do it this way"