Blog
Tips, guides, and insights on GitLab, Slack integrations, and developer productivity.
July 2, 2026 · 5 min read
GitHub has PullNotifier. What's the GitLab equivalent?
PullNotifier gives GitHub teams one updating Slack message per pull request. On GitLab there's no tool by that name — but the same workflow exists. The native app, Axolo, DIY webhooks, and PRFlow, mapped honestly.
Read more →June 10, 2026 · 5 min read
Code review fatigue: do you know who actually reviews your team's code?
AI made code cheap to produce, so review volume exploded. On most teams a couple of people quietly absorb it, and that work shows up nowhere in performance reviews. A post for engineering managers.
Read more →June 8, 2026 · 5 min read
GitLab Slack integration: every way to connect GitLab and Slack in 2026
The four ways to connect GitLab to Slack, compared honestly: the native GitLab for Slack app, the legacy notifications removed in 19.0, DIY webhooks, and third-party tools — and how to pick.
Read more →June 4, 2026 · 6 min read
Code review in the age of AI: why it matters more, not less
When a model writes the first draft, review is where the engineering actually happens. A take on developer experience, good practices, and keeping the review loop fast and human.
Read more →May 29, 2026 · 4 min read
GitLab 19.0 upgrade gotchas: what to check first
The calmest major GitLab release in years still removes the legacy Slack integrations, needs PostgreSQL 17, switches the Helm ingress to Envoy, and breaks a few things on upgrade. Here's the short list, with sources.
Read more →See how PRFlow stacks up against the alternatives: