
Latest
-
Metrics don’t tell the whole story
Metrics can clue you in on issues proliferating in your systems, but customers’ anecdotal feedback can help you catch unknown unknowns.
-
The rise – and looming fall – of acceptance rate
It has become the de facto metric for measuring the effectiveness of AI coding assistants, but is it fit for purpose?
-
AI coding trackers are here. Proceed with caution
Companies are finally starting to track AI usage within their engineering orgs. Should we be worried or remain cautiously optimistic?
-
From dashboard soup to observability lasagna: Building better layers
Transform chaotic dashboards into a layered observability strategy that improves reliability, streamlines incidents, and builds real on-call confidence
Editor’s picks
How to measure the impact of engineering in 2025
As we look to 2025, here’s four trends to look out for when it comes to measuring developer productivity.
Are DORA metrics right for your team?
DORA metrics can be a useful tool for tracking and improving performance. If you want the DORA 101 – look no further.

Deadline: January 4, 2026
Call for Proposals for London 2026 is open!
Essential reading
The Engineering Team Performance Report 2024
How do organizations measure their engineering team performance? We asked 900+ engineering leaders.
On our Reporting playlist
Make it count; A no-nonsense guide to engineering metrics for the busy leader
Gain practical insights on engineering metrics that help busy leaders prioritize effectively, address delivery challenges, and measure team performance to maximize impact and productivity.
The metrics you loved to hate in 2024
And other key findings from the 2024 LeadDev Engineering Team Performance report.
What are qualitative productivity metrics – and how do we measure them?
If your team is hitting key delivery metrics, we assume everything in the lifecycle before production is sound. However, we know that traditional metrics only tell half the story.
Delivery metrics – the good, the bad and the utterly ridiculous
As an engineering team lead, I spent countless hours pouring over data points, spreadsheets, and graphs in search of the perfect set of metrics to measure our team’s success.
Reporting effectively to the board
Accurately represent the impact of your org to senior stakeholders.
More about Reporting
-
The workflow metrics that make elite dev teams
DORA metrics aren’t enough on their own. By focusing on pull request size, dev teams can quickly improve their cycle times and development workflow and make the leap to elite performance.
-
Why traditional observability tools aren’t cutting it anymore
Traditional observability solutions aren’t designed with engineers in mind. Here’s why companies are switching to developer-first tools.
-
Using success metrics to foster autonomy in engineering teams
How to use success criteria to set expectations and empower developers.
-
Want to accelerate incident response? Empower customer service teams.
Great customer service requires alignment between CSOps and DevOps. Here’s how to bring them closer together.
-
What is the business case for observability?
It’s time to get observability on your leadership’s radar. Here’s the business case for investing in observability tools.
-
How to level up your reporting as an engineering director
A guide to building and delivering effective reports
-
Five things you need to know about setting the right goals for engineering teams
A snapshot of our series, ‘Setting the right goals for your engineering teams’
-
Leveling up your reporting as an engineering manager
How to give a clear and concise report on your team’s performance
Top Reporting videos
-
What Dashboards Don’t Tell You
Laura Tacho explains how to spot vanity metrics in the wild, and learn what to measure instead, so you can create an environment where your engineers can excel.
-
Effective observability in microservice architectures
Lesley Cordero focuses on which observability practices and microservice architecture patterns align well and set microservice organizations up for success.
-
Measuring success in your organization
A panel discussion at LeadDev Together 2021 featuring engineering leaders at the BBC.
-
Metrics to measure developer experience
Tim will be exploring micro-feedback loops, taking a look at low level friction, how it can quickly compound to affect motivation and productivity.
-
Metrics – a primer, to drive precision, speed, quality & impact
As managers or senior leaders, this talk will give you a primer for leveraging metrics for the objectives you seek, outcomes you desire, and the behaviors you want to incentivize or disincentivize within your engineering organization.
-
In partnership with Honeycomb
Observability with actionable insights
You may have heard the hype; now see it in action. With Honeycomb, modern dev teams build and operate resilient, reliable systems because they can clearly understand them.
-
In partnership with Moogsoft
Turning observability data into action
Reduce noise, conquer alert fatigue, and deliver a seamless customer experience with Moogsoft.
-
In partnership with Instana
Instana’s approach to observability
This demo will cover Instana’s observability platform and automated Application Performance Monitoring (APM) solution, designed specifically for the challenges of managing microservice and cloud-native applications.

