Stop Chasing Pull Requests. Automate PR Management.
Smart nudges when PRs get stuck. Automatic reviewer assignment. Bottleneck detection. Reduce PR completion time by 60%.
The PR Management Problem
Why PRs sit for days and sprints slip
PRs Waiting for Review
The average PR waits 4-5 days for first review. Engineers forget about them. Context is lost. By the time someone reviews, the author has moved on to other work and must context-switch back.
Review Bottlenecks
3-4 senior engineers review 80% of all PRs, creating bottlenecks. Junior engineers have capacity but aren't assigned reviews. Work piles up on the same people while others are underutilized.
Manual Chasing
Engineers waste 5-10 hours per week sending Slack messages, pinging reviewers, and following up on PRs. This creates awkward social dynamics and feels like nagging.
No Visibility
Engineering managers don't know where PRs are stuck until sprints miss. No visibility into review bottlenecks, SLA violations, or who's overloaded with review requests.
The Real Cost: $100K+ Per Year Per 10-Person Team
Wasted time chasing reviews, delayed deployments, and frustrated developers leaving for teams with better processes. PR chaos isn't just annoying—it's expensive.
The Solution: Smart PR Management
Automate coordination, not judgment
Automatic Reviewer Assignment
AI assigns the right reviewer based on:
• Code expertise and ownership
• Current review workload
• Availability and timezone
• Review history and quality
Result: Reviews distributed evenly. Senior engineers not bottlenecks. Right person reviews the right code.
Smart Nudges When PRs Get Stuck
When a PR sits for 24+ hours without review:
• Targeted reminder to assigned reviewer
• Context about why this PR is important
• Only during work hours, timezone-aware
• Escalates if still stuck after 48 hours
Result: 60% faster PR completion. Zero manual chasing. 71% developer approval (not surveillance).
PR Analytics & Bottleneck Detection
Real-time visibility into:
• PRs waiting over 24/48/72 hours
• Who's overloaded with reviews
• Median and P95 PR cycle time
• Review distribution across team
Result: Engineering managers see bottlenecks before sprints slip. Data-driven 1:1 conversations.
24-Hour SLA Tracking
Set review SLAs and automatically enforce them:
• First review within 24 hours
• Follow-up reviews within 8 hours
• Small PRs within 4 hours
• Automatic alerts when SLAs violated
Result: Working agreements actually followed. No more PRs forgotten for days.
How It Works
3 simple steps to better PR management
Connect GitHub in 5 Minutes
OAuth integration. No code changes required. Works with your existing PR workflow. AI learns from your Git history—no manual configuration.
AI Learns Your Team's Patterns
Within 48 hours, AI analyzes your team's review patterns: who reviews what code, typical turnaround times, review load distribution. Identifies what's "normal" vs. "stuck" for your team specifically.
Smart Nudges Start Working
When PRs exceed your SLAs, targeted nudges go to the right person at the right time. Reviewers get assigned automatically based on expertise and capacity. No more manual chasing. Just smooth, automated PR management.
Benefits
Quantified outcomes for your team
60%
Faster PR Completion
PRs that took 5 days now complete in 2 days. Microsoft research validated.
0
Manual Chasing
No more Slack pings, awkward follow-ups, or time wasted chasing reviews.
50%
Better Load Distribution
Senior engineer review load drops from 80% to 40%. Team capacity better utilized.
Time Savings Breakdown
5-10 hours/week saved on manual coordination and chasing
40% less context switching from smoother PR flow
3-5 more PRs merged/week per engineer from faster cycle time
30% improvement in sprint predictability from PR visibility
Learn More
Code Review Automation Guide
Step-by-step automation playbook
GitHub Automation
Automate your GitHub workflow
DORA Metrics
Measure delivery performance