Workprentice for Engineering
Your backlog, shrinking every day. Autonomously.
Your apprentice handles the operational overhead of engineering — documentation, incidents, dependencies, review queues — so your team writes features, not postmortems.
Daily autonomous PRs
Documentation Backlog Burndown
Every afternoon, your apprentice reviews the entire GitHub issues backlog, prioritizes by confidence and business impact, clones the repo, develops a fix, validates linting and tests, opens a PR, monitors CI, and addresses reviewer feedback — all autonomously. Your docs backlog, shrinking every day.
Incidents reconstructed in minutes
Incident Postmortem Prep
After an incident, your apprentice pulls CloudWatch logs, deployment history, alert timelines, and Slack threads into a structured timeline. Identifies the likely root cause chain, surfaces similar past incidents, and drafts the postmortem document. The on-call engineer reviews findings instead of assembling them.
Zero surprise CVEs
Dependency Vulnerability Scanner
Monitors CVE databases and your dependency trees across every repo. When a vulnerability is disclosed, your apprentice assesses exposure, checks if you're affected, and drafts an upgrade PR with the minimal safe version bump. You merge a fix before the advisory hits Hacker News.
PR review bottlenecks eliminated
Code Review Triage & Assignment
Analyzes open PRs by size, risk, staleness, and reviewer availability. Surfaces PRs that have been waiting too long, flags high-risk changes that need senior review, and suggests optimal reviewer assignments based on code ownership and current load. Your review queue, managed.