The Future of Engineering Accountability

Most engineering teams don’t fail because of bad code. They fail because of blind spots.

Who owns this change? Which team is drifting out of sync? Where are dependencies piling up? What’s about to break before it breaks? Who’s blocking the release? Which teams are overloaded? Which ones are silently falling behind?

No dashboard answers these questions. No spreadsheet can keep up. No manager can see everything.

So I built something that can.

SwiftStack is a real‑time intelligence engine for engineering organizations — a system that doesn’t just show data, but understands it.

It tracks:

🔹 Team accountability — every change mapped to the team responsible

🔹 Cross‑team dependencies — visualized as a living graph

🔹 Ownership clarity — no more “who owns this?” Slack threads

🔹 Governance drift — API, SDK, and version drift detected instantly

🔹 Predictive analysis — risk, drift, and incident likelihood forecasts

🔹 Release impact — which teams a release will hit before it happens

🔹 Org health — stability, adoption, hotspots, and trendlines

🔹 Team impact scores — TIS, TRI, Drift Score, and more

It’s the kind of system I always wished existed — something that gives engineering leaders the same level of intelligence that revenue teams, ops teams, and finance teams have had for years.

Today, it’s live on Product Hunt.

If you lead a team, work on a team, or care about building healthier engineering organizations, I’d love for you to check it out and share it with someone who’d appreciate it.

👉 SwiftStack on Product Hunt https://www.producthunt.com/products/swiftstack-developer-intelligence-engine

This isn’t just another dev tool. It’s a new way of seeing your engineering ecosystem.

And I think it’s something people will be talking about.