Code Review Reminder Agent

Replaces a $55k Engineering Manager by auto-nudging reviewers and escalating stale pull requests.

The Problem

Engineering managers spend 5-10 hours weekly chasing down code reviewers, tracking PR age, and manually escalating blocked work. Without consistent reminders, pull requests languish for days, slowing feature delivery and frustrating developers. Small dev teams lack the bandwidth to build custom review workflows.

The Outcome

The agent monitors your Git repository continuously, sends Slack reminders to assigned reviewers at configurable intervals, escalates PRs older than your SLA threshold to team leads, and generates weekly review-time reports. It integrates with GitHub or GitLab, pulls PR metadata, and routes notifications based on reviewer availability and priority tags.

Day in the Life

Mon 9am: Agent scans 23 open PRs → identifies 4 pending review for 24+ hours → sends first Slack nudge to assigned reviewers with PR summary link

Wed 2pm: Detects 1 PR stale for 48 hours → auto-escalates to engineering lead with context → logs metric in weekly dashboard

Fri 4pm: Compiles review-time stats (avg 18 hours to first review) → posts summary to #engineering channel → flags reviewers with slowest response times

Deploy Specs

Runtime

python

Pattern

native-agent

Tier

medium

Setup Time

hours

Integrations

via Composiomanual setup

✓GitHub✓GitLab✓Slack✓Linear

GitHub Source

Repository

Stars

License

MIT

Last Commit

Replace

Engineering Manager

$55,000/yr

AgentDepot · Solo plan

$99/month

Save $53,812/yr · 46.3x cheaper

14-day free trial · No credit card

Also Replaces

×Linear $10/mo

×Slack workflow automation $0/mo (native, but limited)

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Concierge Setup — $499

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