Dashboards leave the synthesis to you. We ship the synthesis.
LinearB, Jellyfish, and Pluralsight Flow are great at what they do — show you metrics. The thing none of them ship: the Monday email your CEO actually reads. That's the category VibeTPM occupies.
| Capability | VibeTPM | LinearB | Jellyfish | Pluralsight Flow |
|---|---|---|---|---|
Forwardable weekly narrative An email your VP reads — not a dashboard URL. | ✓ Director voice, PR-cited, every Monday 8am ET | Digest, but metric-shaped (cycle time, throughput) | Investment view; not a narrative | Reports; not a forwardable email |
Risk caught before the slip Stalled PRs, churning PRs, review-queue depth, bus factor. | ✓ Hourly Risk Radar, severity + recommended action | Partial — bottleneck alerts on cycle time | Quarterly views, not real-time | Trends, not flags |
PR-level citations Every claim links to the underlying GitHub PR / issue. | ✓ Always — no claim without a citation | Drill-through, but not embedded in a narrative | Aggregates obscure individual PRs | Trends, not citations |
Per-repo abstraction How Directors actually think about scope. | ✓ Connect one repo, get value Monday | Org-first; per-repo is a filter | Org-first by design | Org-first by design |
AI-coding-tool aware Cursor, Claude Code, Devin produce 3x PR volume — it changes the signal. | ✓ Tuned for AI-assisted PR shape; Agents Hub on roadmap | Agnostic | Agnostic | Agnostic |
Time to first value From install to your first useful artifact. | ✓ ~24 hours · first weekly Monday morning | Days to weeks (calibration period) | Weeks (rollout + baseline) | Weeks (rollout + baseline) |
Engineer-side install Do your ICs see a UI? Do they need to log in? | ✓ Zero — read-only GitHub App, leader-only seat | Optional engineer accounts | Optional engineer accounts | Optional engineer accounts |
Pricing model Who pays, and how it scales. | ✓ Per leader · $199–$1,200+/mo | Per engineer (typically $$$$) | Enterprise contract (typically $$$$$) | Enterprise contract (typically $$$$) |
We're not for every team.
If you want a dashboard wall
Buy LinearB. Best-in-class cycle-time chart. Your engineers will use it.
If you're running a 1,000+ eng org
Buy Jellyfish. Investment categorization for the CFO conversation.
If you want the Monday email written for you
Buy VibeTPM. We're the only category that ships the synthesis itself.
The category exists because AI broke the old one.
When PR volume was steady, a dashboard was enough — your VP could squint at cycle time and know if the team was healthy. Cursor, Claude Code, and Devin tripled the PR volume. The dashboard didn't get better. It got noisier.
Synthesis became the bottleneck. That's the gap VibeTPM fills: we read the firehose, write you a one-page narrative, and only page you when something's actually slipping. The dashboards stay useful; we sit one layer above them.
See for yourself in one Monday.
Connect one repo. First weekly lands next Monday — drafted from your team's actual PRs. If it's not better than what you'd write, the trial costs you nothing.