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AI ROI Measurement Tools for Engineering Teams

Measure AI coding ROI with Weave: connect tool spend to complexity-aware code output, quality, and delivery. Compare DX, Jellyfish, Waydev, Swarmia, and LinearB.

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Hiring only senior engineers is the worst policy in the startup industry

In the last 3 months, I've interviewed 134 engineers - students, mid-level, seniors and even CTOs.

September 23, 2025

Distracting software engineers is way more harmful than most managers think

Our work culture changed mainly for the better after COVID-19, but there were also some negative changes - like an increase of 13.5% in the amount of meetings…

September 22, 2025

How AI Powered Engineering Analytics Are Improving Developer Experience

Ever been in a meeting where everyone's arguing about whether the team is "being productive" but nobody can actually prove what's happening? Yeah, we've all…

September 10, 2025

Build or Buy: Software Engineering Analytics Platform (2025)

Ever stare at your team's Jira board and wonder... are we actually getting better at shipping software? You're not alone. With the engineering software market…

September 9, 2025

How to Prove ROI of AI Software Engineering Tools

You've just pitched your engineering team on adopting AI-powered analytics software. The response? "Show me the numbers."

September 5, 2025

How to Measure Internal AI Usage

Here's something that's been keeping me up at night lately... and I bet it's doing the same to you.

September 3, 2025

Build vs Buy: Choosing Your Software Metrics Platform

You're staring at another sprint retrospective where the same issues keep popping up. Your team's velocity is inconsistent, code reviews are taking forever,…

September 1, 2025

Guide to AI-Driven Engineering Analytics

Traditional engineering metrics are increasingly failing teams in the AI era, leaving leaders flying blind about what's actually working.

August 18, 2025

Top 5 AI-Driven Engineering Analytics Platform 2025

Engineering analytics solutions provide a view of team activities, collaboration, and potential issues. Equipped with this data, you can guide your teams and…

August 16, 2025

DORA vs. Weave Points (Best Engineering Metrics in 2025)

Engineering teams track deployment frequency religiously, but struggle to connect their sprint work to actual business impact.

August 14, 2025

What to add to your DORA Dashboard in 2025

Traditional DORA metric tracking is like driving by looking in the rearview mirror. AI-powered DORA dashboards flip that script, they don't just measure…

August 10, 2025

AI Usage Metrics Every Engineering Manager Should Track

You're six months into rolling out AI tools across your engineering team. Everyone seems to be using them, productivity feels higher, but when your CEO asks…

August 7, 2025